emerging · 1.6

Product Analytics

Score 20.5 / 100 39 providers 3 APIs Search apis.io →
Business capabilities this tag reaches
Product Telemetry & Experimentation Management 1
Variants seen in the corpus: Product Analyticsproduct-analytics

Providers using this tag (39)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 1 Complete, well-documented, and agent-ready
RybbitAnalyticsWeb AnalyticsPrivacy1 API66.6
Strong 5 Solid coverage with minor gaps
UmamiCookieless TrackingOpen-SourcePrivacyWeb Analytics7 APIs62.6Microsoft ClarityAnalyticsHeatmapsSession RecordingWeb Analytics1 API59.4NavatticInteractive DemosProduct DemoSales EnablementMarketing1 API59.3AmplitudeA/B TestingAnalyticsExperimentationFeature Flags10 APIs58.0MixpanelAnalyticsData AnalysisEvent Tracking10 APIs56.6
Developing 11 Usable, with meaningful gaps to close
KissmetricsAnalyticsBehavioral AnalyticsMarketing Analytics17 APIs53.4EvermuseCompanyProduct ManagementCustomer FeedbackVoice of Customer1 API50.9PostHogA/B TestingAnalyticsFeature FlagsOpen-Source1 API50.8LucentCompanySession ReplayBug Detection1 API50.7SprigCompanyProduct ResearchSurveysUser Insights1 API49.6Pendo.ioCompanyProduct ExperienceDigital Adoption1 API47.7JuneAnalyticsB2B SaaSEvent Tracking1 API44.4MillimetricCompanyAnalyticsWeb Analytics1 API43.1Sensors DataCompanyEnterpriseAnalyticsCustomer Data Platform58 APIs42.3TrubricsArtificial IntelligenceLLMEvent Tracking1 API40.5HeapAnalyticsAutocaptureDigital Analytics2 APIs39.5
Thin 11 Limited public surface area
UnwrapCompanyAi AppsCustomer FeedbackCustomer Intelligence1 API38.0SmartlookSession RecordingHeatmapsFunnels1 API37.6UXCamCompanySession ReplayMobile Analytics1 API36.8FullStorySession ReplayDigital ExperienceBehavioral Analytics3 APIs36.6UserlensCompanyCustomer SuccessAI Agents1 API35.0Kubit AI, Inc.CompanyAnalyticsData Warehouse1 API34.1LogRocketSession ReplayFrontend MonitoringLogging1 API33.3MilanaCompanyArtificial IntelligenceSession Replay33.2ContentsquareDigital Experience AnalyticsSession ReplayHeatmaps1 API32.3PendoProductAnalyticsIn-App GuidanceCustomer Success1 API28.1OpenPanelEvent TrackingFunnelsOpen-Source1 API28.0
Emerging 7 Early or largely undocumented
ArmatureCompanyAgent ExperienceMCPAnalytics1 API26.0InnertrendsCompanyAnalyticsMarketing24.7rakamCompanyAnalyticsData Warehouse24.5SkipprCompanyAi MlAI AgentsVoice Agents21.1Human BehaviorCompanyAnalyticsSession Replay19.1ScubaCompanyAnalyticsBehavioral AnalyticsCustomer Analytics12.6AnalyticsAnalyticsBusiness IntelligenceCustomer Data PlatformData Pipeline11.8
Minimal 4 Almost no public developer surface
Quantum MetricCompanyAnalyticsDigital ExperienceSession Replay10.2VespucciCompanyAnalyticsData10.1Motif AnalyticsCompanyData AnalyticsSequence Analytics5.8HeadsUpCompanyProduct-Led GrowthGo-To-MarketSales5.3

APIs with this tag (2)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Developing 1 Usable, with meaningful gaps to close
PostHog product_analytics APIThe product_analytics API from PostHog — 32 operation(s) for product_analytics.50.8
Thin 1 Limited public surface area
Pendo Engage APIThe Pendo Engage API provides programmatic access to product analytics data and in-app guide management — v...28.1

Score breakdown

Frequency
44.7
log-scaled weighted occurrences
Breadth
1.1
spread across providers
Quality lift
45.3
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Event Tracking 11 co-occurrences Session Replay 10 co-occurrences Heatmaps 6 co-occurrences User Behavior 6 co-occurrences Behavioral Analytics 5 co-occurrences Web Analytics 6 co-occurrences Attribution 5 co-occurrences Export 6 co-occurrences

Where this tag comes from

Provider tag38
Api tag3

Cohort brief

Auto-generated

The 39 providers in the APIs.io catalog tagged Product Analytics, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
39
all scored
Mean Kin Score
37
+16.3 vs catalog 20.7
Mean Agent Readiness
24
+14.3 vs catalog 9.7
Spread
5.3–68.8
median 38.1 · σ 16.9
How the 39 split by band
Exemplar 1Strong 6Developing 9Thin 12Emerging 7Minimal 4
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 40.2 17.9 +22.3 39
Access Clarity 42 22.3 +19.7 39
Contract Quality 33.9 17.5 +16.4 39
Operational Transparency 24.3 11.3 +13 39
Discoverability 71.4 60.4 +11 39
Contract Governance 15 6.4 +8.6 39

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 49% 16% +33
MCP server (first-party) 36% 7% +29
Agent Skills 0% 0% 0
OAuth scopes 21% 9% +12
Security 92% 88% +4
Arazzo workflows 10% 2% +8
Governance rules 21% 13% +8

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 Rybbit 68.8
  2. 2 Umami 63.3
  3. 3 Microsoft Clarity 61.2
  4. 4 Navattic 60
  5. 5 Amplitude 57.1
  6. 6 Mixpanel 54.8
  7. 7 Kissmetrics 54.3
  8. 8 Lucent 53.8
  9. 9 Evermuse 53.4
  10. 10 Sprig 52.2
Top by Agent Readiness
  1. 1 Lucent 61
  2. 2 Sprig 52.3
  3. 3 Evermuse 52
  4. 4 Navattic 49.7
  5. 5 Millimetric 45.9
  6. 6 Rybbit 45.4
  7. 7 Pendo.io 36.2
  8. 8 UXCam 34.8
  9. 9 Kissmetrics 34.7
  10. 10 PostHog 33.5
All 39 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 25 August 2026, across 26891 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

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Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This tag 
curl "https://apis.io/api/v1/tags/product-analytics"
All tags 
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/product-analytics"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/product-analytics/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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