diff --git a/app/services/analytics.rb b/app/services/analytics.rb
index 214e467df0a..4b75862259a 100644
--- a/app/services/analytics.rb
+++ b/app/services/analytics.rb
@@ -4,7 +4,56 @@ class Analytics
   include AnalyticsEvents
   prepend Idv::AnalyticsEventsEnhancer
 
-  attr_reader :user, :request, :sp, :session, :ahoy
+  # Analytics middleware that sends the event to Ahoy
+  class AhoyMiddleware
+    attr_reader :ahoy
+
+    def initialize(ahoy: nil, request: nil)
+      @ahoy = ahoy || Ahoy::Tracker.new(request:)
+    end
+
+    def call(event)
+      event.tap do |event|
+        ahoy.track(event[:name], event[:properties])
+      end
+    end
+  end
+
+  # Analytics middleware that augments NewRelic APM trace with additional metadata.
+  class NewRelicMiddleware
+    def call(event)
+      event.tap do
+        # Tag NewRelic APM trace with a handful of useful metadata
+        # https://www.rubydoc.info/github/newrelic/rpm/NewRelic/Agent#add_custom_attributes-instance_method
+        ::NewRelic::Agent.add_custom_attributes(
+          user_id: event.dig(:properties, :user_id),
+          user_ip: event.dig(:properties, :user_ip),
+          service_provider: event.dig(:properties, :service_provider),
+          event_name: event[:name],
+          git_sha: IdentityConfig::GIT_SHA,
+        )
+      end
+    end
+  end
+
+  class << self
+    # @return [Proc[]] The set of middleware Procs added to all new Analytics instances by default.
+    def default_middleware
+      @default_middleware ||= []
+    end
+
+    # @param [Proc[]] middlewares Middleware procs to add while block executes.
+    # Added for use in specs only
+    def with_default_middleware(*middlewares, &block)
+      middlewares.each { |m| default_middleware << m }
+      block.call
+    ensure
+      middlewares.each { |m| default_middleware.delete(m) }
+    end
+  end
+
+  attr_reader :user, :request, :sp, :session
+  attr_reader :middleware
 
   # @param [User] user
   # @param [ActionDispatch::Request,nil] request
@@ -16,7 +65,10 @@ def initialize(user:, request:, sp:, session:, ahoy: nil)
     @request = request
     @sp = sp
     @session = session
-    @ahoy = ahoy || Ahoy::Tracker.new(request: request)
+    @middleware = Analytics.default_middleware.dup
+
+    middleware << AhoyMiddleware.new(ahoy:, request:)
+    middleware << NewRelicMiddleware.new
   end
 
   def track_event(event, attributes = {})
@@ -36,17 +88,14 @@ def track_event(event, attributes = {})
     analytics_hash.merge!(sp_request_attributes) if sp_request_attributes
     analytics_hash.merge!(ab_test_attributes(event))
 
-    ahoy.track(event, analytics_hash)
+    event_for_middleware = {
+      name: event,
+      properties: analytics_hash,
+    }.freeze
 
-    # Tag NewRelic APM trace with a handful of useful metadata
-    # https://www.rubydoc.info/github/newrelic/rpm/NewRelic/Agent#add_custom_attributes-instance_method
-    ::NewRelic::Agent.add_custom_attributes(
-      user_id: analytics_hash[:user_id],
-      user_ip: request&.remote_ip,
-      service_provider: sp,
-      event_name: event,
-      git_sha: IdentityConfig::GIT_SHA,
-    )
+    middleware.each do |m|
+      event_for_middleware = m.call(event_for_middleware)
+    end
   end
 
   def update_session_events_and_paths_visited_for_analytics(event)
diff --git a/spec/features/idv/end_to_end_idv_spec.rb b/spec/features/idv/end_to_end_idv_spec.rb
index 40717b18abb..1184ca693a2 100644
--- a/spec/features/idv/end_to_end_idv_spec.rb
+++ b/spec/features/idv/end_to_end_idv_spec.rb
@@ -3,6 +3,7 @@
 RSpec.describe 'Identity verification', :js do
   include IdvStepHelper
   include InPersonHelper
+  include AnalyticsRecordingHelper
 
   let(:sp) { :oidc }
   let(:sp_name) { 'Test SP' }
diff --git a/spec/fixtures/analytics/analytics-events-identity-verification-unsupervised-proofing-back-button.ndjson b/spec/fixtures/analytics/analytics-events-identity-verification-unsupervised-proofing-back-button.ndjson
new file mode 100644
index 00000000000..bb09eed6a11
--- /dev/null
+++ b/spec/fixtures/analytics/analytics-events-identity-verification-unsupervised-proofing-back-button.ndjson
@@ -0,0 +1,111 @@
+{"//":"This file was generated on 2024-12-24 01:13:05 +0500"}
+{"name":"OpenID Connect: authorization request","properties":{"event_properties":{"success":true,"errors":{},"prompt":"select_account","allow_prompt_login":true,"code_challenge_present":false,"client_id":"urn:gov:gsa:openidconnect:sp:server","scope":"email openid phone profile:name social_security_number","acr_values":"urn:acr.login.gov:verified","unauthorized_scope":false,"user_fully_authenticated":false},"new_event":true,"path":"/openid_connect/authorize","service_provider":null,"user_id":"anonymous-uuid","locale":"en"}}
+{"name":"Sign in page visited","properties":{"event_properties":{},"new_event":true,"path":"/","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"anonymous-uuid","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: enter email visited","properties":{"event_properties":{},"new_event":true,"path":"/sign_up/enter_email","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"anonymous-uuid","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Email Sent","properties":{"event_properties":{"action":"email_confirmation_instructions","email_address_id":2668},"new_event":true,"path":null,"service_provider":null,"user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en"}}
+{"name":"User Registration: Email Submitted","properties":{"event_properties":{"success":true,"rate_limited":false,"errors":{},"email_already_exists":false,"domain_name":"daugherty-bailey.test","email_language":"en"},"new_event":true,"path":"/sign_up/enter_email","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: Email Confirmation","properties":{"event_properties":{"success":true,"errors":{}},"new_event":true,"path":"/sign_up/email/confirm","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Password Creation","properties":{"event_properties":{"success":true,"errors":{},"request_id_present":false},"new_event":true,"path":"/sign_up/create_password","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: 2FA Setup visited","properties":{"event_properties":{"enabled_mfa_methods_count":0,"gov_or_mil_email":false},"new_event":true,"path":"/authentication_methods_setup","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: 2FA Setup","properties":{"event_properties":{"success":true,"errors":{},"selected_mfa_count":1,"enabled_mfa_methods_count":0,"selection":["phone"]},"new_event":true,"path":"/authentication_methods_setup","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: phone setup visited","properties":{"event_properties":{"enabled_mfa_methods_count":0},"new_event":true,"path":"/phone_setup","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Multi-Factor Authentication: phone setup","properties":{"event_properties":{"success":true,"errors":{},"otp_delivery_preference":"sms","area_code":"202","carrier":"Test Mobile Carrier","country_code":"US","phone_type":"mobile","types":["fixed_or_mobile"]},"new_event":true,"path":"/phone_setup","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"OTP: Delivery Selection","properties":{"event_properties":{"success":true,"errors":{},"context":"confirmation","otp_delivery_preference":"sms","resend":false,"country_code":"US","area_code":"202"},"new_event":true,"path":"/otp/send","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Telephony: OTP sent","properties":{"event_properties":{"area_code":"202","country_code":"US","phone_fingerprint":"d3e06be1d26daeb5c6256b2489e0b08ffb97637ed50166210c5c498c39a3fd18","context":"confirmation","otp_delivery_preference":"sms","resend":false,"telephony_response":{"success":true,"errors":{},"request_id":"fake-message-request-id","message_id":"fake-message-id"},"adapter":"test","success":true},"new_event":true,"path":"/otp/send","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Multi-Factor Authentication: enter OTP visited","properties":{"event_properties":{"context":"confirmation","multi_factor_auth_method":"sms","confirmation_for_add_phone":false,"area_code":"202","country_code":"US","phone_fingerprint":"d3e06be1d26daeb5c6256b2489e0b08ffb97637ed50166210c5c498c39a3fd18","in_account_creation_flow":true,"enabled_mfa_methods_count":0},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Multi-Factor Authentication Setup","properties":{"event_properties":{"success":true,"multi_factor_auth_method":"sms","in_account_creation_flow":true,"enabled_mfa_methods_count":0,"context":"confirmation","confirmation_for_add_phone":false,"area_code":"202","country_code":"US","phone_fingerprint":"d3e06be1d26daeb5c6256b2489e0b08ffb97637ed50166210c5c498c39a3fd18","attempts":1},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Multi-Factor Authentication: Added phone","properties":{"event_properties":{"method_name":"phone","enabled_mfa_methods_count":1,"in_account_creation_flow":true},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: User Fully Registered","properties":{"event_properties":{"mfa_method":"phone"},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User marked authenticated","properties":{"event_properties":{"authentication_type":"valid_2fa_confirmation"},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: Suggest Another MFA Notice visited","properties":{"event_properties":{},"new_event":true,"path":"/auth_method_confirmation","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: Suggest Another MFA Notice Skipped","properties":{"event_properties":{},"new_event":true,"path":"/auth_method_confirmation/skip","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: MFA Setup Complete","properties":{"event_properties":{"success":true,"mfa_method_counts":{"phone":1},"enabled_mfa_methods_count":1},"new_event":true,"path":"/auth_method_confirmation/skip","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: intro visited","properties":{"event_properties":{},"new_event":true,"path":"/verify","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth welcome visited","properties":{"event_properties":{"step":"welcome","analytics_id":"Doc Auth"},"new_event":true,"path":"/verify/welcome","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth welcome submitted","properties":{"event_properties":{"step":"welcome","analytics_id":"Doc Auth"},"new_event":true,"path":"/verify/welcome","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth agreement visited","properties":{"event_properties":{"step":"agreement","analytics_id":"Doc Auth"},"new_event":true,"path":"/verify/agreement","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth welcome visited","properties":{"event_properties":{"step":"welcome","analytics_id":"Doc Auth"},"new_event":false,"path":"/verify/welcome","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth welcome submitted","properties":{"event_properties":{"step":"welcome","analytics_id":"Doc Auth"},"new_event":false,"path":"/verify/welcome","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth agreement visited","properties":{"event_properties":{"step":"agreement","analytics_id":"Doc Auth"},"new_event":false,"path":"/verify/agreement","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: consent checkbox toggled","properties":{"event_properties":{"checked":true},"new_event":true,"path":"/api/logger","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth agreement submitted","properties":{"event_properties":{"success":true,"errors":{},"step":"agreement","analytics_id":"Doc Auth"},"new_event":true,"path":"/verify/agreement","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth hybrid handoff visited","properties":{"event_properties":{"step":"hybrid_handoff","analytics_id":"Doc Auth","selfie_check_required":false},"new_event":true,"path":"/verify/hybrid_handoff","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth agreement visited","properties":{"event_properties":{"step":"agreement","analytics_id":"Doc Auth"},"new_event":false,"path":"/verify/agreement","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth welcome visited","properties":{"event_properties":{"step":"welcome","analytics_id":"Doc Auth"},"new_event":false,"path":"/verify/welcome","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth welcome submitted","properties":{"event_properties":{"step":"welcome","analytics_id":"Doc Auth"},"new_event":false,"path":"/verify/welcome","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth agreement visited","properties":{"event_properties":{"step":"agreement","analytics_id":"Doc Auth"},"new_event":false,"path":"/verify/agreement","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: consent checkbox toggled","properties":{"event_properties":{"checked":true},"new_event":true,"path":"/api/logger","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth agreement submitted","properties":{"event_properties":{"success":true,"errors":{},"step":"agreement","analytics_id":"Doc Auth"},"new_event":false,"path":"/verify/agreement","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth hybrid handoff visited","properties":{"event_properties":{"step":"hybrid_handoff","analytics_id":"Doc Auth","selfie_check_required":false},"new_event":false,"path":"/verify/hybrid_handoff","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth hybrid handoff submitted","properties":{"event_properties":{"success":true,"errors":{},"step":"hybrid_handoff","analytics_id":"Doc Auth","selfie_check_required":false,"destination":"document_capture","flow_path":"standard"},"new_event":true,"path":"/verify/hybrid_handoff","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
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+{"name":"User registration: complete","properties":{"event_properties":{"ial2":true,"ialmax":false,"service_provider_name":"Test SP","page_occurence":"agency-page","in_account_creation_flow":true,"needs_completion_screen_reason":"new_sp","sp_session_requested_attributes":["email","given_name","family_name","phone","social_security_number"]},"new_event":true,"path":"/sign_up/completed","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"OpenID Connect: authorization request","properties":{"event_properties":{"success":true,"errors":{},"prompt":"select_account","allow_prompt_login":true,"code_challenge_present":false,"referer":"http://127.0.0.1:65134/sign_up/completed","client_id":"urn:gov:gsa:openidconnect:sp:server","scope":"email openid phone profile:name social_security_number","acr_values":"urn:acr.login.gov:verified","unauthorized_scope":false,"user_fully_authenticated":true},"new_event":false,"path":"/openid_connect/authorize","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"OpenID Connect: authorization request handoff","properties":{"event_properties":{"success":true,"user_sp_authorized":true,"client_id":"urn:gov:gsa:openidconnect:sp:server","code_digest":"a3b44b925c4c6dd1b3ae123770ad78c4a91c77e90337218750538d8f20f4a175"},"new_event":true,"path":"/openid_connect/authorize","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"SP redirect initiated","properties":{"event_properties":{"ial":2,"billed_ial":2,"sign_in_flow":"create_account","acr_values":"urn:acr.login.gov:verified","sign_in_duration_seconds":8.976938},"new_event":true,"path":"/openid_connect/authorize","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"2a5bfbc2-7edf-4886-bdf2-eebd524dd97d","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
diff --git a/spec/fixtures/analytics/analytics-events-identity-verification-unsupervised-proofing-happy-path-desktop.ndjson b/spec/fixtures/analytics/analytics-events-identity-verification-unsupervised-proofing-happy-path-desktop.ndjson
new file mode 100644
index 00000000000..4faf54cb881
--- /dev/null
+++ b/spec/fixtures/analytics/analytics-events-identity-verification-unsupervised-proofing-happy-path-desktop.ndjson
@@ -0,0 +1,80 @@
+{"//":"This file was generated on 2024-12-24 01:12:54 +0500"}
+{"name":"Sign in page visited","properties":{"event_properties":{},"new_event":true,"path":"/","service_provider":null,"user_id":"anonymous-uuid","locale":"en"}}
+{"name":"OpenID Connect: authorization request","properties":{"event_properties":{"success":true,"errors":{},"prompt":"select_account","allow_prompt_login":true,"code_challenge_present":false,"client_id":"urn:gov:gsa:openidconnect:sp:server","scope":"email openid phone profile:name social_security_number","acr_values":"urn:acr.login.gov:verified","unauthorized_scope":false,"user_fully_authenticated":false},"new_event":true,"path":"/openid_connect/authorize","service_provider":null,"user_id":"anonymous-uuid","locale":"en"}}
+{"name":"Sign in page visited","properties":{"event_properties":{},"new_event":false,"path":"/","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"anonymous-uuid","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: enter email visited","properties":{"event_properties":{},"new_event":true,"path":"/sign_up/enter_email","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"anonymous-uuid","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Email Sent","properties":{"event_properties":{"action":"email_confirmation_instructions","email_address_id":2667},"new_event":true,"path":null,"service_provider":null,"user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en"}}
+{"name":"User Registration: Email Submitted","properties":{"event_properties":{"success":true,"rate_limited":false,"errors":{},"email_already_exists":false,"domain_name":"jacobi.test","email_language":"en"},"new_event":true,"path":"/sign_up/enter_email","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: Email Confirmation","properties":{"event_properties":{"success":true,"errors":{}},"new_event":true,"path":"/sign_up/email/confirm","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Password Creation","properties":{"event_properties":{"success":true,"errors":{},"request_id_present":false},"new_event":true,"path":"/sign_up/create_password","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: 2FA Setup visited","properties":{"event_properties":{"enabled_mfa_methods_count":0,"gov_or_mil_email":false},"new_event":true,"path":"/authentication_methods_setup","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: 2FA Setup","properties":{"event_properties":{"success":true,"errors":{},"selected_mfa_count":1,"enabled_mfa_methods_count":0,"selection":["phone"]},"new_event":true,"path":"/authentication_methods_setup","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: phone setup visited","properties":{"event_properties":{"enabled_mfa_methods_count":0},"new_event":true,"path":"/phone_setup","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Multi-Factor Authentication: phone setup","properties":{"event_properties":{"success":true,"errors":{},"otp_delivery_preference":"sms","area_code":"202","carrier":"Test Mobile Carrier","country_code":"US","phone_type":"mobile","types":["fixed_or_mobile"]},"new_event":true,"path":"/phone_setup","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"OTP: Delivery Selection","properties":{"event_properties":{"success":true,"errors":{},"context":"confirmation","otp_delivery_preference":"sms","resend":false,"country_code":"US","area_code":"202"},"new_event":true,"path":"/otp/send","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Telephony: OTP sent","properties":{"event_properties":{"area_code":"202","country_code":"US","phone_fingerprint":"d3e06be1d26daeb5c6256b2489e0b08ffb97637ed50166210c5c498c39a3fd18","context":"confirmation","otp_delivery_preference":"sms","resend":false,"telephony_response":{"success":true,"errors":{},"request_id":"fake-message-request-id","message_id":"fake-message-id"},"adapter":"test","success":true},"new_event":true,"path":"/otp/send","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Multi-Factor Authentication: enter OTP visited","properties":{"event_properties":{"context":"confirmation","multi_factor_auth_method":"sms","confirmation_for_add_phone":false,"area_code":"202","country_code":"US","phone_fingerprint":"d3e06be1d26daeb5c6256b2489e0b08ffb97637ed50166210c5c498c39a3fd18","in_account_creation_flow":true,"enabled_mfa_methods_count":0},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Multi-Factor Authentication Setup","properties":{"event_properties":{"success":true,"multi_factor_auth_method":"sms","in_account_creation_flow":true,"enabled_mfa_methods_count":0,"context":"confirmation","confirmation_for_add_phone":false,"area_code":"202","country_code":"US","phone_fingerprint":"d3e06be1d26daeb5c6256b2489e0b08ffb97637ed50166210c5c498c39a3fd18","attempts":1},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Multi-Factor Authentication: Added phone","properties":{"event_properties":{"method_name":"phone","enabled_mfa_methods_count":1,"in_account_creation_flow":true},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: User Fully Registered","properties":{"event_properties":{"mfa_method":"phone"},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User marked authenticated","properties":{"event_properties":{"authentication_type":"valid_2fa_confirmation"},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: Suggest Another MFA Notice visited","properties":{"event_properties":{},"new_event":true,"path":"/auth_method_confirmation","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: Suggest Another MFA Notice Skipped","properties":{"event_properties":{},"new_event":true,"path":"/auth_method_confirmation/skip","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
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+{"name":"IdV: intro visited","properties":{"event_properties":{},"new_event":true,"path":"/verify","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth welcome visited","properties":{"event_properties":{"step":"welcome","analytics_id":"Doc Auth"},"new_event":true,"path":"/verify/welcome","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth welcome visited","properties":{"event_properties":{"step":"welcome","analytics_id":"Doc Auth"},"new_event":false,"path":"/verify/welcome","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth welcome visited","properties":{"event_properties":{"step":"welcome","analytics_id":"Doc Auth"},"new_event":false,"path":"/verify/welcome","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth welcome visited","properties":{"event_properties":{"step":"welcome","analytics_id":"Doc Auth"},"new_event":false,"path":"/verify/welcome","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth welcome visited","properties":{"event_properties":{"step":"welcome","analytics_id":"Doc Auth"},"new_event":false,"path":"/verify/welcome","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth welcome submitted","properties":{"event_properties":{"step":"welcome","analytics_id":"Doc Auth"},"new_event":true,"path":"/verify/welcome","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth agreement visited","properties":{"event_properties":{"step":"agreement","analytics_id":"Doc Auth"},"new_event":true,"path":"/verify/agreement","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth agreement visited","properties":{"event_properties":{"step":"agreement","analytics_id":"Doc Auth"},"new_event":false,"path":"/verify/agreement","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
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+{"name":"IdV: doc auth hybrid handoff visited","properties":{"event_properties":{"step":"hybrid_handoff","analytics_id":"Doc Auth","selfie_check_required":false},"new_event":true,"path":"/verify/hybrid_handoff","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth hybrid handoff visited","properties":{"event_properties":{"step":"hybrid_handoff","analytics_id":"Doc Auth","selfie_check_required":false},"new_event":false,"path":"/verify/hybrid_handoff","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth hybrid handoff submitted","properties":{"event_properties":{"success":true,"errors":{},"step":"hybrid_handoff","analytics_id":"Doc Auth","selfie_check_required":false,"destination":"document_capture","flow_path":"standard"},"new_event":true,"path":"/verify/hybrid_handoff","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
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+{"name":"IdV: personal key visited","properties":{"event_properties":{"proofing_components":{"document_check":"mock","document_type":"state_id","source_check":"StateIdMock","resolution_check":"lexis_nexis","address_check":"lexis_nexis_address","threatmetrix":true,"threatmetrix_review_status":"pass"},"address_verification_method":"phone","in_person_verification_pending":false,"encrypted_profiles_missing":false,"active_profile_idv_level":"legacy_unsupervised"},"new_event":true,"path":"/verify/personal_key","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: personal key visited","properties":{"event_properties":{"proofing_components":{"document_check":"mock","document_type":"state_id","source_check":"StateIdMock","resolution_check":"lexis_nexis","address_check":"lexis_nexis_address","threatmetrix":true,"threatmetrix_review_status":"pass"},"address_verification_method":"phone","in_person_verification_pending":false,"encrypted_profiles_missing":false,"active_profile_idv_level":"legacy_unsupervised"},"new_event":false,"path":"/verify/personal_key","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: personal key acknowledgment toggled","properties":{"event_properties":{"checked":true,"proofing_components":{"document_check":"mock","document_type":"state_id","source_check":"StateIdMock","resolution_check":"lexis_nexis","address_check":"lexis_nexis_address","threatmetrix":true,"threatmetrix_review_status":"pass"},"active_profile_idv_level":"legacy_unsupervised"},"new_event":true,"path":"/api/logger","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: personal key submitted","properties":{"event_properties":{"address_verification_method":"phone","in_person_verification_pending":false,"fraud_review_pending":false,"fraud_rejection":false,"proofing_components":{"document_check":"mock","document_type":"state_id","source_check":"StateIdMock","resolution_check":"lexis_nexis","address_check":"lexis_nexis_address","threatmetrix":true,"threatmetrix_review_status":"pass"},"active_profile_idv_level":"legacy_unsupervised"},"new_event":true,"path":"/verify/personal_key","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User registration: agency handoff visited","properties":{"event_properties":{"ial2":true,"ialmax":false,"service_provider_name":"Test SP","page_occurence":"","needs_completion_screen_reason":"new_sp","in_account_creation_flow":true,"sp_session_requested_attributes":["email","given_name","family_name","phone","social_security_number"]},"new_event":true,"path":"/sign_up/completed","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User registration: complete","properties":{"event_properties":{"ial2":true,"ialmax":false,"service_provider_name":"Test SP","page_occurence":"agency-page","in_account_creation_flow":true,"needs_completion_screen_reason":"new_sp","sp_session_requested_attributes":["email","given_name","family_name","phone","social_security_number"]},"new_event":true,"path":"/sign_up/completed","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"OpenID Connect: authorization request","properties":{"event_properties":{"success":true,"errors":{},"prompt":"select_account","allow_prompt_login":true,"code_challenge_present":false,"referer":"http://127.0.0.1:65134/sign_up/completed","client_id":"urn:gov:gsa:openidconnect:sp:server","scope":"email openid phone profile:name social_security_number","acr_values":"urn:acr.login.gov:verified","unauthorized_scope":false,"user_fully_authenticated":true},"new_event":false,"path":"/openid_connect/authorize","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"OpenID Connect: authorization request handoff","properties":{"event_properties":{"success":true,"user_sp_authorized":true,"client_id":"urn:gov:gsa:openidconnect:sp:server","code_digest":"9da793cd8f895b75a52c7447a7f5474d16b3e2f220592b776f657c3ac01c4d02"},"new_event":true,"path":"/openid_connect/authorize","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"SP redirect initiated","properties":{"event_properties":{"ial":2,"billed_ial":2,"sign_in_flow":"create_account","acr_values":"urn:acr.login.gov:verified","sign_in_duration_seconds":8.86205},"new_event":true,"path":"/openid_connect/authorize","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"5b426e90-d72c-4532-8701-8396d22c3858","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
diff --git a/spec/fixtures/analytics/analytics-events-identity-verification-verify-by-mail.ndjson b/spec/fixtures/analytics/analytics-events-identity-verification-verify-by-mail.ndjson
new file mode 100644
index 00000000000..59af009e331
--- /dev/null
+++ b/spec/fixtures/analytics/analytics-events-identity-verification-verify-by-mail.ndjson
@@ -0,0 +1,84 @@
+{"//":"This file was generated on 2024-12-24 01:12:33 +0500"}
+{"name":"OpenID Connect: authorization request","properties":{"event_properties":{"success":true,"errors":{},"prompt":"select_account","allow_prompt_login":true,"code_challenge_present":false,"client_id":"urn:gov:gsa:openidconnect:sp:server","scope":"email openid phone profile:name social_security_number","acr_values":"urn:acr.login.gov:verified","unauthorized_scope":false,"user_fully_authenticated":false},"new_event":true,"path":"/openid_connect/authorize","service_provider":null,"user_id":"anonymous-uuid","locale":"en"}}
+{"name":"Sign in page visited","properties":{"event_properties":{},"new_event":true,"path":"/","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"anonymous-uuid","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: enter email visited","properties":{"event_properties":{},"new_event":true,"path":"/sign_up/enter_email","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"anonymous-uuid","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Email Sent","properties":{"event_properties":{"action":"email_confirmation_instructions","email_address_id":2666},"new_event":true,"path":null,"service_provider":null,"user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en"}}
+{"name":"User Registration: Email Submitted","properties":{"event_properties":{"success":true,"rate_limited":false,"errors":{},"email_already_exists":false,"domain_name":"borer.example","email_language":"en"},"new_event":true,"path":"/sign_up/enter_email","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: Email Confirmation","properties":{"event_properties":{"success":true,"errors":{}},"new_event":true,"path":"/sign_up/email/confirm","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Password Creation","properties":{"event_properties":{"success":true,"errors":{},"request_id_present":false},"new_event":true,"path":"/sign_up/create_password","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: 2FA Setup visited","properties":{"event_properties":{"enabled_mfa_methods_count":0,"gov_or_mil_email":false},"new_event":true,"path":"/authentication_methods_setup","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: 2FA Setup","properties":{"event_properties":{"success":true,"errors":{},"selected_mfa_count":1,"enabled_mfa_methods_count":0,"selection":["phone"]},"new_event":true,"path":"/authentication_methods_setup","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: phone setup visited","properties":{"event_properties":{"enabled_mfa_methods_count":0},"new_event":true,"path":"/phone_setup","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Multi-Factor Authentication: phone setup","properties":{"event_properties":{"success":true,"errors":{},"otp_delivery_preference":"sms","area_code":"202","carrier":"Test Mobile Carrier","country_code":"US","phone_type":"mobile","types":["fixed_or_mobile"]},"new_event":true,"path":"/phone_setup","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"OTP: Delivery Selection","properties":{"event_properties":{"success":true,"errors":{},"context":"confirmation","otp_delivery_preference":"sms","resend":false,"country_code":"US","area_code":"202"},"new_event":true,"path":"/otp/send","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Telephony: OTP sent","properties":{"event_properties":{"area_code":"202","country_code":"US","phone_fingerprint":"d3e06be1d26daeb5c6256b2489e0b08ffb97637ed50166210c5c498c39a3fd18","context":"confirmation","otp_delivery_preference":"sms","resend":false,"telephony_response":{"success":true,"errors":{},"request_id":"fake-message-request-id","message_id":"fake-message-id"},"adapter":"test","success":true},"new_event":true,"path":"/otp/send","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Multi-Factor Authentication: enter OTP visited","properties":{"event_properties":{"context":"confirmation","multi_factor_auth_method":"sms","confirmation_for_add_phone":false,"area_code":"202","country_code":"US","phone_fingerprint":"d3e06be1d26daeb5c6256b2489e0b08ffb97637ed50166210c5c498c39a3fd18","in_account_creation_flow":true,"enabled_mfa_methods_count":0},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Multi-Factor Authentication Setup","properties":{"event_properties":{"success":true,"multi_factor_auth_method":"sms","in_account_creation_flow":true,"enabled_mfa_methods_count":0,"context":"confirmation","confirmation_for_add_phone":false,"area_code":"202","country_code":"US","phone_fingerprint":"d3e06be1d26daeb5c6256b2489e0b08ffb97637ed50166210c5c498c39a3fd18","attempts":1},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Multi-Factor Authentication: Added phone","properties":{"event_properties":{"method_name":"phone","enabled_mfa_methods_count":1,"in_account_creation_flow":true},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: User Fully Registered","properties":{"event_properties":{"mfa_method":"phone"},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User marked authenticated","properties":{"event_properties":{"authentication_type":"valid_2fa_confirmation"},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: Suggest Another MFA Notice visited","properties":{"event_properties":{},"new_event":true,"path":"/auth_method_confirmation","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: Suggest Another MFA Notice Skipped","properties":{"event_properties":{},"new_event":true,"path":"/auth_method_confirmation/skip","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User Registration: MFA Setup Complete","properties":{"event_properties":{"success":true,"mfa_method_counts":{"phone":1},"enabled_mfa_methods_count":1},"new_event":true,"path":"/auth_method_confirmation/skip","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: intro visited","properties":{"event_properties":{},"new_event":true,"path":"/verify","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth welcome visited","properties":{"event_properties":{"step":"welcome","analytics_id":"Doc Auth"},"new_event":true,"path":"/verify/welcome","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth welcome visited","properties":{"event_properties":{"step":"welcome","analytics_id":"Doc Auth"},"new_event":false,"path":"/verify/welcome","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth welcome submitted","properties":{"event_properties":{"step":"welcome","analytics_id":"Doc Auth"},"new_event":true,"path":"/verify/welcome","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth agreement visited","properties":{"event_properties":{"step":"agreement","analytics_id":"Doc Auth"},"new_event":true,"path":"/verify/agreement","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: consent checkbox toggled","properties":{"event_properties":{"checked":true},"new_event":true,"path":"/api/logger","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"IdV: doc auth agreement submitted","properties":{"event_properties":{"success":true,"errors":{},"step":"agreement","analytics_id":"Doc Auth"},"new_event":true,"path":"/verify/agreement","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"fd5bb94d-4972-4d3f-8b26-662402566109","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
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diff --git a/spec/fixtures/analytics/analytics-events-identity-verification-with-an-sp-that-allows-in-person-proofing-in-person-proofing.ndjson b/spec/fixtures/analytics/analytics-events-identity-verification-with-an-sp-that-allows-in-person-proofing-in-person-proofing.ndjson
new file mode 100644
index 00000000000..f8eccae0751
--- /dev/null
+++ b/spec/fixtures/analytics/analytics-events-identity-verification-with-an-sp-that-allows-in-person-proofing-in-person-proofing.ndjson
@@ -0,0 +1,127 @@
+{"//":"This file was generated on 2024-12-24 01:13:16 +0500"}
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+{"name":"Sign in page visited","properties":{"event_properties":{},"new_event":false,"path":"/","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"anonymous-uuid","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Email and Password Authentication","properties":{"event_properties":{"success":true,"user_locked_out":false,"rate_limited":false,"valid_captcha_result":true,"captcha_validation_performed":false,"bad_password_count":0,"sp_request_url_present":true,"remember_device":false,"new_device":false},"new_event":true,"path":"/","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"db207fde-b9f9-4b77-a3f2-c48b35dfb469","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"OTP: Delivery Selection","properties":{"event_properties":{"success":true,"errors":{},"context":"authentication","otp_delivery_preference":"sms","resend":false,"country_code":"US","area_code":"202"},"new_event":true,"path":"/users/two_factor_authentication","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"db207fde-b9f9-4b77-a3f2-c48b35dfb469","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Telephony: OTP sent","properties":{"event_properties":{"area_code":"202","country_code":"US","phone_fingerprint":"d3e06be1d26daeb5c6256b2489e0b08ffb97637ed50166210c5c498c39a3fd18","context":"authentication","otp_delivery_preference":"sms","resend":false,"telephony_response":{"success":true,"errors":{},"request_id":"fake-message-request-id","message_id":"fake-message-id"},"adapter":"test","success":true},"new_event":true,"path":"/users/two_factor_authentication","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"db207fde-b9f9-4b77-a3f2-c48b35dfb469","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Multi-Factor Authentication: enter OTP visited","properties":{"event_properties":{"context":"authentication","multi_factor_auth_method":"sms","confirmation_for_add_phone":false,"phone_configuration_id":2096,"area_code":"202","country_code":"US","phone_fingerprint":"d3e06be1d26daeb5c6256b2489e0b08ffb97637ed50166210c5c498c39a3fd18","in_account_creation_flow":false,"enabled_mfa_methods_count":1},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"db207fde-b9f9-4b77-a3f2-c48b35dfb469","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Multi-Factor Authentication","properties":{"event_properties":{"success":true,"context":"authentication","new_device":false,"attempts":1,"multi_factor_auth_method":"sms","multi_factor_auth_method_created_at":"1734984797989","confirmation_for_add_phone":false,"phone_configuration_id":2096,"area_code":"202","country_code":"US","phone_fingerprint":"d3e06be1d26daeb5c6256b2489e0b08ffb97637ed50166210c5c498c39a3fd18","in_account_creation_flow":false,"enabled_mfa_methods_count":1},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"db207fde-b9f9-4b77-a3f2-c48b35dfb469","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User marked authenticated","properties":{"event_properties":{"authentication_type":"valid_2fa"},"new_event":true,"path":"/login/two_factor/sms","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"db207fde-b9f9-4b77-a3f2-c48b35dfb469","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"OpenID Connect: authorization request","properties":{"event_properties":{"success":true,"errors":{},"prompt":"select_account","allow_prompt_login":true,"code_challenge_present":false,"referer":"http://127.0.0.1:65134/login/two_factor/sms","client_id":"urn:gov:gsa:openidconnect:sp:server","scope":"email openid phone profile:name social_security_number","acr_values":"urn:acr.login.gov:verified","unauthorized_scope":false,"user_fully_authenticated":true},"new_event":false,"path":"/openid_connect/authorize","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"db207fde-b9f9-4b77-a3f2-c48b35dfb469","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User registration: agency handoff visited","properties":{"event_properties":{"ial2":true,"ialmax":false,"service_provider_name":"Test SP","page_occurence":"","needs_completion_screen_reason":"new_sp","in_account_creation_flow":false,"sp_session_requested_attributes":["email","given_name","family_name","phone","social_security_number"],"in_person_proofing_status":"passed","doc_auth_result":"Attention"},"new_event":true,"path":"/sign_up/completed","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"db207fde-b9f9-4b77-a3f2-c48b35dfb469","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"User registration: complete","properties":{"event_properties":{"ial2":true,"ialmax":false,"service_provider_name":"Test SP","page_occurence":"agency-page","in_account_creation_flow":false,"needs_completion_screen_reason":"new_sp","sp_session_requested_attributes":["email","given_name","family_name","phone","social_security_number"],"in_person_proofing_status":"passed","doc_auth_result":"Attention"},"new_event":true,"path":"/sign_up/completed","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"db207fde-b9f9-4b77-a3f2-c48b35dfb469","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"Email Sent","properties":{"event_properties":{"action":"in_person_completion_survey","email_address_id":2669},"new_event":true,"path":null,"service_provider":null,"user_id":"db207fde-b9f9-4b77-a3f2-c48b35dfb469","locale":"en"}}
+{"name":"OpenID Connect: authorization request","properties":{"event_properties":{"success":true,"errors":{},"prompt":"select_account","allow_prompt_login":true,"code_challenge_present":false,"referer":"http://127.0.0.1:65134/sign_up/completed","client_id":"urn:gov:gsa:openidconnect:sp:server","scope":"email openid phone profile:name social_security_number","acr_values":"urn:acr.login.gov:verified","unauthorized_scope":false,"user_fully_authenticated":true},"new_event":false,"path":"/openid_connect/authorize","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"db207fde-b9f9-4b77-a3f2-c48b35dfb469","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"OpenID Connect: authorization request handoff","properties":{"event_properties":{"success":true,"user_sp_authorized":true,"client_id":"urn:gov:gsa:openidconnect:sp:server","code_digest":"ece44902ec0ae3259c941e83eacb50d3df04080ac8ea436fa2aa12eb385ac030"},"new_event":true,"path":"/openid_connect/authorize","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"db207fde-b9f9-4b77-a3f2-c48b35dfb469","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
+{"name":"SP redirect initiated","properties":{"event_properties":{"ial":2,"billed_ial":2,"sign_in_flow":"sign_in","acr_values":"urn:acr.login.gov:verified","sign_in_duration_seconds":0.966943},"new_event":true,"path":"/openid_connect/authorize","service_provider":"urn:gov:gsa:openidconnect:sp:server","user_id":"db207fde-b9f9-4b77-a3f2-c48b35dfb469","locale":"en","sp_request":{"component_values":{"urn:acr.login.gov:verified":true},"component_separator":" ","aal2":true,"identity_proofing":true,"component_names":["urn:acr.login.gov:verified"]}}}
diff --git a/spec/support/analytics_recording_helper.rb b/spec/support/analytics_recording_helper.rb
new file mode 100644
index 00000000000..67955a8acbe
--- /dev/null
+++ b/spec/support/analytics_recording_helper.rb
@@ -0,0 +1,466 @@
+module AnalyticsRecordingHelper
+  def self.included(base)
+    base.class_eval do
+      if respond_to?(:around)
+        around do |ex|
+          file_name =
+            "spec/fixtures/analytics/analytics-events-#{ex.full_description.parameterize}.ndjson"
+
+          status = record_or_verify_analytics(file_name:) do
+            ex.run
+          end
+
+          case status
+          when :checked then Rails.logger.debug { "Compared analytics events to #{file_name}" }
+          when :recorded then Rails.logger.debug { "Recorded analytics events to #{file_name}}" }
+          end
+        end
+      end
+    end
+  end
+
+  PATHS_TO_STRIP_WHEN_RECORDING = [
+    # These paths contain metadata that will either not contain useful values
+    # for test purposes OR will contain values that are unstable enough that
+    # they'd break tests left and right.
+    %i[properties browser_bot],
+    %i[properties browser_device_name],
+    %i[properties browser_mobile],
+    %i[properties browser_name],
+    %i[properties browser_platform_name],
+    %i[properties browser_platform_version],
+    %i[properties browser_version],
+    %i[properties git_branch],
+    %i[properties git_sha],
+    %i[properties hostname],
+    %i[properties pid],
+    %i[properties session_duration],
+    %i[properties trace_id],
+    %i[properties user_agent],
+    %i[properties user_ip],
+
+    # This is logged by the 'IdV: doc auth verify proofing results' event.
+    # Because we use fixtures for our tests, this value is not particularly
+    # meaningful (it may be `true` during recording but `false` on subsequent
+    # runs [or vice versa]).
+    %i[properties event_properties proofing_results ssn_is_unique],
+  ].freeze
+
+  UUID_REGEX = /\A[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}\z/
+
+  SHA_256_HASH_REGEX = /\A[0-9a-f]{64}\z/
+
+  ISO_8601_REGEX = /\A\d{4}-\d{1,2}-\d{1,2}T\d{1,2}:\d{1,2}:\d{1,2}(\.\d+)Z\z/
+
+  # Tokenizers take path + value in and return either:
+  # - nil to not tokenize
+  # - True to tokenize using the key of the TOKENIZERS array as a namespace
+  # - A String or Symbol to customize the namespace used for the token
+  TOKENIZERS = {
+    database_id: ->(path, value) {
+      looks_like_id = path.last == :id || path.last.to_s.end_with?('_id')
+
+      return if !looks_like_id
+      return if !value.is_a?(Integer)
+
+      # Use just the last component of the path as the token namespace,
+      # e.g. email_address_id
+      path.last
+    },
+    sha_256_hash: ->(_path, value) {
+      value.is_a?(String) && SHA_256_HASH_REGEX.match?(value)
+    },
+    uuid: ->(_path, value) {
+      value.is_a?(String) && UUID_REGEX.match?(value)
+    },
+    domain_name: ->(path, value) {
+      # This varies in the "User Registration: Email Submitted" event
+      value.is_a?(String) && path.last == :domain_name
+    },
+    url_with_state: ->(_path, value) {
+      return if !value.is_a?(String)
+
+      uri = begin
+        URI(value)
+      rescue URI::InvalidURIError
+        return
+      end
+
+      !!/(^|&)state=[a-f0-9]+/.match?(uri.query)
+    },
+  }.freeze
+
+  # Normalizers take a path + value in and return the normalized value for that path.
+  NORMALIZERS = {
+    ignore_timestamps: ->(path, value, _state) {
+      return value if !path.last.to_s.end_with?('_at')
+      return '<TIMESTAMP>' if ISO_8601_REGEX.match?(value.to_s)
+
+      if (value.is_a?(Numeric) || /\A\d+\z/.match?(value)) && value.to_i > 1704096000
+        return '<UNIX TIMESTAMP>'
+      end
+
+      value
+    },
+    localhost_url_referencing_weird_port: ->(_path, value, _state) {
+      # During feature specs, the Rails app runs on localhost with a high
+      # random port number that will vary between runs.
+      if value.is_a?(String)
+        uri = begin
+          URI(value)
+        rescue URI::InvalidURIError
+          return value
+        end
+
+        return value if !uri.is_a?(URI::HTTP)
+        return value if uri.port == 80
+
+        uri.port = 1234
+        return uri.to_s
+      end
+
+      value
+    },
+    round_millisecond_values: ->(path, value, _state) {
+      return value if !path.last.to_s.end_with?('_ms')
+      return value if !value.is_a?(Numeric)
+
+      # Round to nearest 10 seconds
+      rounded = (value / 10000.0).round * 10000
+      "#{rounded}ish"
+    },
+    round_second_values: ->(path, value, _state) {
+      return value if !path.last.to_s.end_with?('_seconds')
+      return value if !value.is_a?(Numeric)
+
+      # Round to nearest minute
+      rounded = (value / 60.0).round * 60
+      "#{rounded}ish"
+    },
+    symbols_to_strings: ->(_path, value, _state) {
+      if value.is_a?(Symbol)
+        value.to_s
+      else
+        value
+      end
+    },
+    tokenize: ->(path, value, state) {
+      TOKENIZERS.each do |tokenizer_name, tokenizer|
+        tokenizer_result = tokenizer.call(path, value)
+
+        next if !tokenizer_result
+
+        # "token_type" is the namespace in which this token will live.
+        # By default, we use a namespace shared by all items handled by this
+        # tokenizer. But if {tokenizer} returns a Symbol / String, we use that
+        # as the namespace.
+        # This is because some IDs are safe to put in a global namespace
+        # because we won't have collisions (like UUIDs). Other things
+        # (like database ids) aren't unique enough, so we need a hint
+        # as to their context (essentially "what database table is this
+        # numeric ID from?")
+
+        token_type = tokenizer_result == true ?
+          tokenizer_name.to_s :
+          tokenizer_result.to_s
+
+        state[:tokenizers] ||= {}
+        state[:tokenizers][token_type] ||= {}
+
+        tokens = state[:tokenizers][token_type]
+
+        if !tokens.has_key?(value)
+          tokens[value] = "#{token_type}:#{tokens.count + 1}"
+        end
+
+        return tokens[value]
+      end
+
+      value
+    },
+  }.freeze
+
+  # These are used when generating a friendly summary of an event to provide
+  # short bits of additional context.
+  EVENT_CONTEXT_GIVERS = [
+    ->(event) {
+      event.dig(:properties, :event_properties, :action)
+    },
+    ->(event) {
+      success = event.dig(:properties, :event_properties, :success)
+      if success == true
+        'succeeded'
+      elsif success == false
+        'failed'
+      end
+    },
+  ].freeze
+
+  # Either:
+  # 1) Records analytics events logged during {block} when the RECORD_ANALYTICS env is truthy OR
+  # 2) Verifies analytics events logged during {block} against previously-recorded events
+  # @param {String} file_name File to record analytics events to
+  # @return {Symbol,nil} Either :recorded (if analytics were recorded) or :checked (if events were
+  #                      checked against a previous recording. If no recorded events could b
+  #                      found to check against, returns nil.
+  def record_or_verify_analytics(
+    file_name:,
+    &block
+  )
+    if should_record_analytics?
+      record_analytics(file_name:, &block)
+      return :recorded
+    end
+
+    actual_events = []
+    middleware = proc { |event|
+      event.tap { actual_events << event }
+    }
+
+    Analytics.with_default_middleware(middleware) do
+      block.call
+    end
+
+    expected_events = begin
+      load_analytics_events_from_file(file_name:)
+    rescue Errno::ENOENT
+      return nil
+    end
+
+    assert_logged_analytics_events_match(
+      actual_events:,
+      expected_events:,
+      file_name:,
+    )
+
+    :checked
+  end
+
+  # Verifies that {actual_events} matches {expected_events}.
+  # Order matters, but some wiggle room is allowed via the {window_size} parameter.
+  # @param [Hash[]] actual_events Array of actual events logged.
+  # @param [Hash[]] expected_events Array of analytics event hashes.
+  # @param [String,nil] file_name File name events were loaded from (for error reporting)
+  # @param [Number] window_size Number of events we look at when trying to find a match.
+  def assert_logged_analytics_events_match(
+    actual_events:,
+    expected_events:,
+    file_name: nil,
+    window_size: 5
+  )
+    actual_events = actual_events.map do |e|
+      normalize_analytics_event_for_comparison(e)
+    end
+
+    expected_events = expected_events.map do |e|
+      normalize_analytics_event_for_comparison(e)
+    end
+
+    # key = index in expected_events, value = index in actual_events
+    matches = {}
+
+    actual_events.each_with_index do |actual_event, actual_event_index|
+      start_index = [actual_event_index - (window_size / 2), 0].max
+      end_index = [actual_event_index + (window_size / 2), expected_events.length - 1].min
+
+      candidates = expected_events[start_index..end_index]
+
+      candidates.each_with_index do |expected_event, candidate_index|
+        expected_event_index = start_index + candidate_index
+        already_matched = matches.has_key?(expected_event_index)
+        next if already_matched
+
+        if expected_event == actual_event
+          matches[expected_event_index] = actual_event_index
+          break
+        end
+      end
+
+      next if matches.value?(actual_event_index)
+
+      asserted = false
+
+      # If there is 1 event matching by name in the candidate set, do a
+      # basic expect().to eql() type operation on it to hopefully get a good
+      # diff in the output.
+      closest_matches = candidates.filter { |e| e[:name] == actual_event[:name] }
+      if closest_matches.length == 1
+        expect(actual_event).to eql(closest_matches.first), error_message(<<~ERROR, file_name:)
+          No match was found for the event #{summarize_event(actual_event)} in the fixture data.
+        ERROR
+        asserted = true
+      end
+
+      next if asserted
+
+      expect('event matched').to eql('event not matched'), error_message(<<~ERROR, file_name:)
+        Event '#{summarize_event(actual_event)}' was logged, but not expected.
+
+        Here are the events we expected around where it happened:
+        #{candidates.each_with_index.map do |c, candidate_index| 
+          expected_event_index = start_index + candidate_index
+          matched_to = matches[expected_event_index]
+          "- #{summarize_event(c)}#{matched_to ? " (matched to ##{matched_to})" : ""}" 
+        end.join("\n")}
+      ERROR
+    end
+
+    unmatched_expected_events =
+      (Set.new(0..expected_events.length - 1) - matches.keys.to_set)
+        .map { |index| expected_events[index] }
+
+    expect(unmatched_expected_events.length).to eql(0), error_message(<<~ERROR, file_name:)
+      The following events were expected, but not seen:
+
+      #{unmatched_expected_events.map { |e| "- #{summarize_event(e)}" }.join("\n")}
+    ERROR
+  end
+
+  def load_analytics_events_from_file(file_name:)
+    File.foreach(file_name).each_with_index.map do |line, line_number|
+      next if line.blank?
+
+      event = begin
+        JSON.parse(line).tap do |event|
+          raise 'Line does not contain a JSON object' if !event.is_a?(Hash)
+        end
+      rescue => error
+        raise "#{file_name}:#{line_number}: #{error}"
+      end
+
+      # Allow "comments" so we can put a header in this file when recording
+      # without violating the ndjson spec.
+      next if event.has_key?('//')
+
+      event
+    end.compact
+  end
+
+  # Normalizes {event} so that it can be directly compared to other events.
+  def normalize_analytics_event_for_comparison(event)
+    event = JSON.parse(event.to_json, symbolize_names: true)
+
+    normalized_event = normalize_part_of_analytics_event(event)
+    strip_irrelevant_paths_from_event(normalized_event)
+
+    json = JSON.generate(normalized_event)
+    JSON.parse(json, symbolize_names: true)
+  end
+
+  # Takes a value extracted from an analytics event and tries to normalize it.
+  # @param [Object] value Value to be normalized
+  # @param [Symbol[]] path Path to this value in the event
+  # @param [Hash] state Holds state used for normalization
+  def normalize_part_of_analytics_event(value, path = [], state = {})
+    if value.is_a?(Hash)
+      return value.map do |key, value|
+        new_value = normalize_part_of_analytics_event(value, [*path, key], state)
+        [key.to_sym, new_value]
+      end.to_h.compact
+    elsif value.is_a?(Array)
+      return value.each_with_index.map do |v, index|
+        normalize_part_of_analytics_event(v, [*path, index], state)
+      end
+    end
+
+    NORMALIZERS.each do |_normalizer_name, normalizer|
+      value = normalizer.call(path, value, state)
+    end
+
+    value
+  end
+
+  # Records any analytics events logged during the execution of the given
+  # block to a file.
+  # @param [String] file_name
+  def record_analytics(
+    file_name:,
+    &block
+  )
+    file_handle = nil
+
+    # Record to a temp file so we don't clobber good events if an error is raised
+    temp_file = "#{file_name}.tmp"
+
+    FileUtils.mkdir_p(File.dirname(temp_file))
+    file_handle = File.open(temp_file, 'w')
+
+    file_handle.write(
+      JSON.generate(
+        { "//": "This file was generated on #{Time.zone.now}" },
+      ), "\n"
+    )
+
+    recording_middleware = proc do |event|
+      event.tap do
+        event_to_record = JSON.parse(event.to_json, symbolize_names: true)
+        strip_irrelevant_paths_from_event(event_to_record)
+        file_handle.write(JSON.generate(event_to_record), "\n")
+      end
+    end
+
+    Analytics.with_default_middleware(recording_middleware) do
+      block.call
+    end
+
+    File.rename(temp_file, file_name)
+  rescue
+    begin
+      h = file_handle
+      file_handle = nil
+
+      h&.close
+      File.unlink(temp_file)
+    end
+
+    raise
+  ensure
+    file_handle&.close
+  end
+
+  def should_record_analytics?
+    ActiveModel::Type::Boolean.new.cast(ENV['RECORD_ANALYTICS'])
+  end
+
+  private
+
+  def error_message(message, file_name: nil)
+    message = <<~ERROR
+      #{message}
+
+      If you think this error should not have happened, it might mean that the
+      fixture data is out-of-date. You can regenerate it by re-running
+      your tests with the RECORD_ANALYTICS=true, e.g.:
+
+        RECORD_ANALYTICS=true bundle exec rspec path/to/your/spec.rb
+
+    ERROR
+
+    if file_name.present?
+      message = <<~ERROR
+        #{message}
+        
+        (Fixture data was loaded from #{file_name}.)
+      ERROR
+    end
+
+    message
+  end
+
+  # @param [Hash] event
+  def strip_irrelevant_paths_from_event(event)
+    PATHS_TO_STRIP_WHEN_RECORDING.each do |path|
+      parent_path = path.take(path.length - 1)
+      parent = parent_path.empty? ? event : event.dig(*parent_path)
+      parent.delete(path.last) if parent.is_a?(Hash)
+    end
+  end
+
+  def summarize_event(event)
+    name = event[:name]
+    context = EVENT_CONTEXT_GIVERS.map { |g| g.call(event) }.compact
+    return name if context.empty?
+
+    "\"#{name}\" (#{context.join("; ")})"
+  end
+end
diff --git a/spec/support/analytics_recording_helper_spec.rb b/spec/support/analytics_recording_helper_spec.rb
new file mode 100644
index 00000000000..799ab7639e5
--- /dev/null
+++ b/spec/support/analytics_recording_helper_spec.rb
@@ -0,0 +1,616 @@
+require 'rails_helper'
+
+RSpec.describe AnalyticsRecordingHelper do
+  let(:helper) do
+    Class.new do
+      include AnalyticsRecordingHelper
+    end.new
+  end
+
+  describe '#included' do
+    it 'calls around when available' do
+      c = Class.new do
+        def self.around(&_block)
+          @around_called = true
+        end
+
+        def self.around_called = @around_called
+
+        include AnalyticsRecordingHelper
+      end
+
+      expect(c.around_called).to eql(true)
+    end
+
+    it 'does not call around when not available' do
+      c = Class.new do
+        include AnalyticsRecordingHelper
+      end
+
+      expect { c.new }.not_to raise_error
+    end
+  end
+
+  describe '#normalize_analytics_event_for_comparison' do
+    subject(:normalized_event) do
+      helper.normalize_analytics_event_for_comparison(raw_event)
+    end
+
+    context 'with a "Sign in page visited" event' do
+      # rubocop:disable Layout/LineLength
+      let(:raw_event) do
+        { name: 'Sign in page visited',
+          properties: {
+            event_properties: {},
+            new_event: true,
+            path: '/',
+            service_provider: nil,
+            session_duration: 0.390307,
+            user_id: 'anonymous-uuid',
+            locale: :en,
+            user_ip: '127.0.0.1',
+            hostname: '127.0.0.1',
+            pid: 35171,
+            trace_id: nil,
+            git_sha: 'abcdef',
+            git_branch: 'main',
+            user_agent: 'Mozilla/5.0 (Linux; U; Android 9; en-US; Fridge-Model/1234) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/74.0.3729.157 Safari/537.36 SmartFridgeBrowser/1.0',
+            browser_name: 'Chrome',
+            browser_version: 'Unknown',
+            browser_platform_name: 'Unknown',
+            browser_platform_version: 'Unknown',
+            browser_device_name: 'Unknown',
+            browser_mobile: false,
+            browser_bot: false,
+          } }
+      end
+      # rubocop:enable Layout/LineLength
+
+      it 'normalizes' do
+        expect(normalized_event).to eql(
+          {
+            name: 'Sign in page visited',
+            properties: {
+              event_properties: {},
+              new_event: true,
+              path: '/',
+              user_id: 'anonymous-uuid',
+              locale: 'en',
+            },
+          },
+        )
+      end
+    end
+
+    context 'with a "User Registration: Email Submitted" event' do
+      let(:raw_event) do
+        {
+          'name' => 'User Registration: Email Submitted',
+          'properties' => {
+            'event_properties' => {
+              'success' => true,
+              'rate_limited' => false,
+              'errors' => {},
+              'email_already_exists' => false,
+              'domain_name' => 'stanton-langosh.example',
+              'email_language' => 'en',
+            },
+            'new_event' => true,
+            'path' => '/sign_up/enter_email',
+            'service_provider' => 'urn:gov:gsa:openidconnect:sp:server',
+            'user_id' => 'e098bd5a-5c6a-4889-91b4-98cf26972918',
+            'locale' => 'en',
+            'sp_request' => {
+              'component_values' => { 'urn:acr.login.gov:verified' => true },
+              'component_separator' => ' ',
+              'aal2' => true,
+              'identity_proofing' => true,
+              'component_names' => ['urn:acr.login.gov:verified'],
+            },
+          },
+        }
+      end
+
+      it 'normalizes' do
+        expect(normalized_event).to eql(
+          {
+            name: 'User Registration: Email Submitted',
+            properties: {
+              event_properties: {
+                domain_name: 'domain_name:1',
+                email_already_exists: false,
+                email_language: 'en',
+                errors: {},
+                rate_limited: false,
+                success: true,
+              },
+              locale: 'en',
+              new_event: true,
+              path: '/sign_up/enter_email',
+              service_provider: 'urn:gov:gsa:openidconnect:sp:server',
+              sp_request: {
+                aal2: true,
+                component_names: ['urn:acr.login.gov:verified'],
+                component_separator: ' ',
+                component_values: { "urn:acr.login.gov:verified": true },
+                identity_proofing: true,
+              },
+              user_id: 'uuid:1',
+            },
+          },
+        )
+      end
+    end
+
+    context 'with "IdV: doc auth image upload vendor submitted" event' do
+      let(:raw_event) do
+        {
+          'name' => 'IdV: doc auth image upload vendor submitted',
+          'properties' => {
+            'event_properties' => {
+              'async' => false,
+              'attention_with_barcode' => false,
+              'back_image_fingerprint' => 'aIzxkX_iMtoxFOURZr55qkshs53emQKUOr7VfTf6G1Q',
+              'billed' => true,
+              'birth_year' => 1938,
+              'client_image_metrics' => {
+                'back' => {
+                  'acuantCaptureMode' => nil,
+                  'captureAttempts' => 1,
+                  'failedImageResubmission' => false,
+                  'fileName' => 'logo.png',
+                  'fingerprint' => 'aIzxkX_iMtoxFOURZr55qkshs53emQKUOr7VfTf6G1Q',
+                  'height' => 38,
+                  'liveness_checking_required' => false,
+                  'mimeType' => 'image/png',
+                  'selfie_attempts' => 0,
+                  'size' => 3694,
+                  'source' => 'upload',
+                  'width' => 284,
+                },
+                'front' => {
+                  'acuantCaptureMode' => nil,
+                  'captureAttempts' => 1,
+                  'failedImageResubmission' => false,
+                  'fileName' => 'logo.png',
+                  'fingerprint' => 'aIzxkX_iMtoxFOURZr55qkshs53emQKUOr7VfTf6G1Q',
+                  'height' => 38,
+                  'liveness_checking_required' => false,
+                  'mimeType' => 'image/png',
+                  'selfie_attempts' => 0,
+                  'size' => 3694,
+                  'source' => 'upload',
+                  'width' => 284,
+                },
+              },
+              'doc_auth_result' => 'Passed',
+              'doc_auth_success' => true,
+              'doc_type_supported' => true,
+              'errors' => {},
+              'flow_path' => 'standard',
+              'front_image_fingerprint' => 'aIzxkX_iMtoxFOURZr55qkshs53emQKUOr7VfTf6G1Q',
+              'issue_year' => 2019,
+              'liveness_checking_required' => false,
+              'remaining_submit_attempts' => 3,
+              'selfie_live' => true,
+              'selfie_quality_good' => true,
+              'selfie_status' => 'not_processed',
+              'state' => 'MT',
+              'state_id_type' => 'drivers_license',
+              'submit_attempts' => 1,
+              'success' => true,
+              'vendor_request_time_in_ms' => '0ish',
+              'workflow' => 'test_non_liveness_workflow',
+              'zip_code' => '59010',
+            },
+            'locale' => 'en',
+            'new_event' => true,
+            'path' => '/api/verify/images',
+            'service_provider' => 'urn:gov:gsa:openidconnect:sp:server',
+            'sp_request' => {
+              'aal2' => true,
+              'component_names' => ['urn:acr.login.gov:verified'],
+              'component_separator' => ' ',
+              'component_values' => { 'urn:acr.login.gov:verified' => true },
+              'identity_proofing' => true,
+            },
+            'user_id' => 'e098bd5a-5c6a-4889-91b4-98cf26972918',
+          },
+        }
+      end
+
+      it 'normalizes' do
+        expect(normalized_event).to eql(
+          {
+            name: 'IdV: doc auth image upload vendor submitted',
+            properties: {
+              event_properties: {
+                async: false,
+                attention_with_barcode: false,
+                back_image_fingerprint: 'aIzxkX_iMtoxFOURZr55qkshs53emQKUOr7VfTf6G1Q',
+                billed: true,
+                birth_year: 1938,
+                client_image_metrics: {
+                  back: {
+                    captureAttempts: 1,
+                    failedImageResubmission: false,
+                    fileName: 'logo.png',
+                    fingerprint: 'aIzxkX_iMtoxFOURZr55qkshs53emQKUOr7VfTf6G1Q',
+                    height: 38,
+                    liveness_checking_required: false,
+                    mimeType: 'image/png',
+                    selfie_attempts: 0,
+                    size: 3694,
+                    source: 'upload',
+                    width: 284,
+                  },
+                  front: {
+                    captureAttempts: 1,
+                    failedImageResubmission: false,
+                    fileName: 'logo.png',
+                    fingerprint: 'aIzxkX_iMtoxFOURZr55qkshs53emQKUOr7VfTf6G1Q',
+                    height: 38,
+                    liveness_checking_required: false,
+                    mimeType: 'image/png',
+                    selfie_attempts: 0,
+                    size: 3694,
+                    source: 'upload',
+                    width: 284,
+                  },
+                },
+                doc_auth_result: 'Passed',
+                doc_auth_success: true,
+                doc_type_supported: true,
+                errors: {},
+                flow_path: 'standard',
+                front_image_fingerprint: 'aIzxkX_iMtoxFOURZr55qkshs53emQKUOr7VfTf6G1Q',
+                issue_year: 2019,
+                liveness_checking_required: false,
+                remaining_submit_attempts: 3,
+                selfie_live: true,
+                selfie_quality_good: true,
+                selfie_status: 'not_processed',
+                state: 'MT',
+                state_id_type: 'drivers_license',
+                submit_attempts: 1,
+                success: true,
+                vendor_request_time_in_ms: '0ish',
+                workflow: 'test_non_liveness_workflow',
+                zip_code: '59010',
+              },
+              locale: 'en',
+              new_event: true,
+              path: '/api/verify/images',
+              service_provider: 'urn:gov:gsa:openidconnect:sp:server',
+              sp_request: {
+                aal2: true,
+                component_names: ['urn:acr.login.gov:verified'],
+                component_separator: ' ',
+                component_values: { "urn:acr.login.gov:verified": true },
+                identity_proofing: true,
+              },
+              user_id: 'uuid:1',
+            },
+          },
+        )
+      end
+    end
+
+    context 'with "IdV: final resolution" event' do
+      let(:raw_event) do
+        {
+          name: 'IdV: final resolution',
+          properties: {
+            event_properties: {
+              success: true,
+              fraud_review_pending: false,
+              fraud_rejection: false,
+              gpo_verification_pending: false,
+              in_person_verification_pending: false,
+              proofing_components: {
+                document_check: 'mock',
+                document_type: 'state_id',
+                source_check: 'StateIdMock',
+                resolution_check: 'lexis_nexis',
+                address_check: 'lexis_nexis_address',
+                threatmetrix: true,
+                threatmetrix_review_status: 'pass',
+              },
+              active_profile_idv_level: 'legacy_unsupervised',
+              profile_history: [
+                {
+                  id: 'id:1',
+                  active: true,
+                  idv_level: 'legacy_unsupervised',
+                  created_at: '2024-12-20T23:43:25.986Z',
+                  verified_at: '2024-12-20T23:43:25.989Z',
+                  activated_at: '2024-12-20T23:43:25.989Z',
+                },
+              ],
+              proofing_workflow_time_in_seconds: 10,
+            },
+            new_event: true,
+            path: '/verify/enter_password',
+            service_provider: 'urn:gov:gsa:openidconnect:sp:server',
+            user_id: 'uuid:1',
+            locale: 'en',
+            sp_request: {
+              component_values: { "urn:acr.login.gov:verified": true },
+              component_separator: ' ',
+              aal2: true,
+              identity_proofing: true,
+              component_names: ['urn:acr.login.gov:verified'],
+            },
+          },
+        }
+      end
+
+      it 'normalizes' do
+        expect(normalized_event).to eql(
+          {
+            name: 'IdV: final resolution',
+            properties: {
+              event_properties: {
+                active_profile_idv_level: 'legacy_unsupervised',
+                fraud_rejection: false,
+                fraud_review_pending: false,
+                gpo_verification_pending: false,
+                in_person_verification_pending: false,
+                profile_history: [
+                  {
+                    active: true,
+                    id: 'id:1',
+                    idv_level: 'legacy_unsupervised',
+                    created_at: '<TIMESTAMP>',
+                    verified_at: '<TIMESTAMP>',
+                    activated_at: '<TIMESTAMP>',
+                  },
+                ],
+                proofing_components: {
+                  address_check: 'lexis_nexis_address',
+                  document_check: 'mock',
+                  document_type: 'state_id',
+                  resolution_check: 'lexis_nexis',
+                  source_check: 'StateIdMock',
+                  threatmetrix: true,
+                  threatmetrix_review_status: 'pass',
+                },
+                proofing_workflow_time_in_seconds: '0ish',
+                success: true,
+              },
+              locale: 'en',
+              new_event: true,
+              path: '/verify/enter_password',
+              service_provider: 'urn:gov:gsa:openidconnect:sp:server',
+              sp_request: {
+                aal2: true,
+                component_names: ['urn:acr.login.gov:verified'],
+                component_separator: ' ',
+                component_values: { "urn:acr.login.gov:verified": true },
+                identity_proofing: true,
+              },
+              user_id: 'uuid:1',
+            },
+          },
+        )
+      end
+    end
+
+    context 'with "Return to SP: Cancelled" event' do
+      let(:raw_event) do
+        {
+          name: 'Return to SP: Cancelled',
+          properties: {
+            event_properties: {
+              redirect_url: 'http://localhost:7654/auth/result?error=access_denied&state=a8afc3c63dc6b345a3893e38bc99946f',
+              step: 'verify_address',
+              location: 'come_back_later',
+            },
+            new_event: true,
+            path: '/redirect/return_to_sp/cancel',
+            service_provider: 'urn:gov:gsa:openidconnect:sp:server',
+            user_id: 'fd5bb94d-4972-4d3f-8b26-662402566109',
+            locale: 'en',
+            sp_request: {
+              component_values: { "urn:acr.login.gov:verified": true },
+              component_separator: ' ',
+              aal2: true,
+              identity_proofing: true,
+              component_names: ['urn:acr.login.gov:verified'],
+            },
+          },
+        }
+      end
+      it 'normalizes' do
+        expect(normalized_event).to eql(
+          {
+            name: 'Return to SP: Cancelled',
+            properties: {
+              event_properties: {
+                location: 'come_back_later',
+                redirect_url: 'url_with_state:1',
+                step: 'verify_address',
+              },
+              locale: 'en',
+              new_event: true,
+              path: '/redirect/return_to_sp/cancel',
+              service_provider: 'urn:gov:gsa:openidconnect:sp:server',
+              sp_request: {
+                aal2: true,
+                component_names: ['urn:acr.login.gov:verified'],
+                component_separator: ' ',
+                component_values: { "urn:acr.login.gov:verified": true },
+                identity_proofing: true,
+              },
+              user_id: 'uuid:1',
+            },
+
+          },
+        )
+      end
+    end
+  end
+
+  describe '#normalize_part_of_analytics_event' do
+    let(:raw_value) do
+      nil
+    end
+
+    subject(:normalized_value) do
+      helper.normalize_part_of_analytics_event(raw_value)
+    end
+
+    context 'string' do
+      let(:raw_value) { 'foo' }
+      it 'leaves input alone' do
+        expect(normalized_value).to eql(raw_value)
+      end
+    end
+
+    context 'number' do
+      let(:raw_value) { 42 }
+      it 'leaves input alone' do
+        expect(normalized_value).to eql(raw_value)
+      end
+    end
+
+    context 'Symbol' do
+      let(:raw_value) { :foo }
+      it 'normalizes to string' do
+        expect(normalized_value).to eql('foo')
+      end
+    end
+
+    context 'Hash' do
+      let(:raw_value) do
+        {
+          'foo' => 1234,
+          'bar' => 5678,
+          'another_hash' => {
+            'baz' => 90,
+          },
+        }
+      end
+
+      it 'symbolizes keys... deeply' do
+        expect(normalized_value).to eql(
+          {
+            foo: 1234,
+            bar: 5678,
+            another_hash: {
+              baz: 90,
+            },
+          },
+        )
+      end
+
+      context 'with nil values' do
+        let(:raw_value) do
+          {
+            foo: 1234,
+            bar: nil,
+          }
+        end
+        it 'removes keys with nil values' do
+          expect(normalized_value).to eql(
+            {
+              foo: 1234,
+            },
+          )
+        end
+      end
+
+      context 'with keys that look like database ids' do
+        let(:raw_value) do
+          {
+            email_address_id: 1234,
+          }
+        end
+        it 'tokenizes them' do
+          expect(normalized_value).to eql(
+            {
+              email_address_id: 'email_address_id:1',
+            },
+          )
+        end
+
+        context 'and the key is literally just "id"' do
+          let(:raw_value) do
+            {
+              id: 1234,
+            }
+          end
+          it 'tokenizes them' do
+            expect(normalized_value).to eql(
+              {
+                id: 'id:1',
+              },
+            )
+          end
+        end
+      end
+
+      context 'with values that look like SHA256 hashes' do
+        let(:raw_value) do
+          {
+            my_key: '6f024c51ca5d0b6568919e134353aaf1398ff090c92f6173f5ce0315fa266b93',
+            my_other_key: 'ab2dfa9bfda582a25d9b24cdec1a9363fdcf2f7364fed01a9fdaa03ebf02bb9f',
+          }
+        end
+        it 'tokenizes' do
+          expect(normalized_value).to eql(
+            { my_key: 'sha_256_hash:1',
+              my_other_key: 'sha_256_hash:2' },
+          )
+        end
+      end
+
+      context 'with values that look like urls with random state variables' do
+        let(:raw_value) do
+          'http://localhost:1234/auth/result?error=access_denied&state=a8afc3c63dc6b345a3893e38bc99946f'
+        end
+        it 'tokenizes' do
+          expect(normalized_value).to eql(
+            'url_with_state:1',
+          )
+        end
+      end
+
+      context 'with values the look like ISO 8601 timestamps' do
+        let(:raw_value) do
+          {
+            active: true,
+            activated_at: '2024-12-20T23:35:53.879Z',
+            created_at: '2024-12-20T23:35:53.875Z',
+            verified_at: '2024-12-20T23:35:53.879Z',
+          }
+        end
+        it 'removes the timestamps' do
+          expect(normalized_value).to eql(
+            {
+              active: true,
+              activated_at: '<TIMESTAMP>',
+              created_at: '<TIMESTAMP>',
+              verified_at: '<TIMESTAMP>',
+            },
+          )
+        end
+      end
+
+      context 'with values that look like UNIX timestamps' do
+        let(:raw_value) do
+          {
+            created_at: '1734986743624',
+          }
+        end
+        it 'normalizes to just <UNIX TIMESTAMP>' do
+          expect(normalized_value).to eql(
+            {
+              created_at: '<UNIX TIMESTAMP>',
+            },
+          )
+        end
+      end
+    end
+  end
+end