Microsoft Clarity 
Rybbit Microsoft Clarity vs Rybbit
A side-by-side Experience Analytics comparison of Microsoft Clarity and Rybbit — capability coverage, pricing, and stack fit, with every recorded cell citing the vendors' own documentation. No referral fees; the data is ours.
Reviewed verdict
Direct substitute — Most teams run one of these, not both.
Both provide web analytics, funnels, visitor tracking, and session replay for the same website-analytics use case.
Drafted by an AI model and checked by hand.
Switching is usually straightforward. A judgement, not computed from the capability data.
Capability comparison
8on one record only
15on both
| Capability | Microsoft Clarity | Rybbit | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| On one record only 8 | ||||||||||||||||||||
| AI Assistant / Copilot | Core AI Assistant / CopilotCore Copilot in Clarity provides natural-language chat, summaries, and insights. learn.microsoft.com/en-us/clarity/copilot/overview ↗ 13 Oct 2026 · Verified by hand | — | ||||||||||||||||||
| Cohort Analysis | — | Core Cohort AnalysisCore Retention provides cohort analysis by first-visit date and return periods. rybbit.com/de/docs/feature-guides/retention ↗ 4 Oct 2026 · Verified by hand | ||||||||||||||||||
| Conversational AI / Virtual Agents | Core Conversational AI / Virtual AgentsCore Brand agents provides on-site conversation AI for product discovery and checkout assistance. learn.microsoft.com/en-us/clarity/brand-agents/brand… ↗ 13 Oct 2026 · Verified by hand | — | ||||||||||||||||||
| Heatmaps & Click Tracking | Core Heatmaps & Click TrackingCore Heatmaps provide click, scroll, area, conversion, and attention maps. learn.microsoft.com/en-us/clarity/heatmaps/heatmaps-… ↗ 13 Oct 2026 · Verified by hand | — | ||||||||||||||||||
| Mobile SDK | Core Mobile SDKCore Clarity for Mobile Apps provides Android, iOS, Flutter, React Native, and Cordova SDKs. learn.microsoft.com/en-us/clarity/mobile-sdk ↗ 13 Oct 2026 · Verified by hand | — | ||||||||||||||||||
| A/B & Multivariate Testing | — | Supported A/B & Multivariate TestingSupported Experiments runs A/B tests on feature-flag variants and measures conversion lift. rybbit.com/docs/experiments ↗ 4 Oct 2026 · Verified by hand | ||||||||||||||||||
| Cross-device Matching | Supported Cross-device MatchingSupported Identify API enables custom IDs and visitor journeys across browsers and devices. learn.microsoft.com/en-us/clarity/setup-and-installa… ↗ 13 Oct 2026 · Verified by hand | — | ||||||||||||||||||
| Feature Flagging | — | Supported Feature FlaggingSupported Feature Flags support rollouts, remote configuration, targeting, and variants. rybbit.com/docs/feature-flags ↗ 4 Oct 2026 · Verified by hand | ||||||||||||||||||
| On both records 15 | ||||||||||||||||||||
Data collection 3 · supported on all
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Identity 2 · supported on all
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Audience 1 · supported on all
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Analytics 6 · all core on 5
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Governance 2 · supported on all
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AI & agents 1 · graded apart
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Not offered means the evidence sweep read the vendor's documentation and did not find it — hover to see the page it checked. — means no verdict either way. Hover a recorded cell to read its evidence and source; a cell with no source says so, and each cell says whether an AI pass or a person set the grade.
Sources · 39 pages on the vendors' own sites
Microsoft Clarity · 21
Agent Interface (MCP / Tool API) — learn.microsoft.com/en-us/clarity/third-party-integr…AI & Machine Learning — learn.microsoft.com/en-us/clarity/insights/insights-…AI Assistant / Copilot — learn.microsoft.com/en-us/clarity/copilot/overviewAudience Segmentation — learn.microsoft.com/en-us/clarity/filters/clarity-se…Business Intelligence / Reporting — learn.microsoft.com/en-us/clarity/insights/dashboard…Conversational AI / Virtual Agents — learn.microsoft.com/en-us/clarity/brand-agents/brand…Cross-device Matching — learn.microsoft.com/en-us/clarity/setup-and-installa…Data Access Control — learn.microsoft.com/en-us/clarity/setup-and-installa…Event Stream Ingestion — learn.microsoft.com/en-us/clarity/clarity-dataFunnel / Conversion Analysis — learn.microsoft.com/en-us/clarity/setup-and-installa…Heatmaps & Click Tracking — learn.microsoft.com/en-us/clarity/heatmaps/heatmaps-…Identity Resolution / ID Graph — learn.microsoft.com/en-us/clarity/setup-and-installa…Mobile SDK — learn.microsoft.com/en-us/clarity/mobile-sdkPrivacy Compliance (GDPR/CCPA) — learn.microsoft.com/en-us/clarity/setup-and-installa…Product Analytics — learn.microsoft.com/en-us/clarity/about-clarityReal-time Analytics — learn.microsoft.com/en-us/clarity/session-recordings…Server-side Tracking — learn.microsoft.com/en-us/clarity/ai-visibility/bot-…Session Replay — learn.microsoft.com/en-us/clarity/session-recordings…Visitor Identification — learn.microsoft.com/en-us/clarity/setup-and-installa…Web Analytics — learn.microsoft.com/en-us/clarity/about-clarityWeb SDK — learn.microsoft.com/en-us/clarity/setup-and-installa… Rybbit · 18
A/B & Multivariate Testing — rybbit.com/docs/experimentsAgent Interface (MCP / Tool API) — rybbit.com/docs/mcpAudience Segmentation — rybbit.com/docs/segmentsBusiness Intelligence / Reporting — rybbit.com/docs/feature-guides/main-tabCohort Analysis — rybbit.com/de/docs/feature-guides/retentionData Access Control — rybbit.com/docs/organization-settingsEvent Stream Ingestion — rybbit.com/docs/sdks/webFeature Flagging — rybbit.com/docs/feature-flagsFunnel / Conversion Analysis — rybbit.com/features/funnelsIdentity Resolution / ID Graph — rybbit.com/features/user-profilesPrivacy Compliance (GDPR/CCPA) — rybbit.com/privacyProduct Analytics — rybbit.com/docsReal-time Analytics — rybbit.com/features/web-analyticsServer-side Tracking — rybbit.com/docs/sdks/nodeSession Replay — rybbit.com/docs/feature-guides/session-repl…Visitor Identification — rybbit.com/features/user-profilesWeb Analytics — rybbit.com/features/web-analyticsWeb SDK — rybbit.com/docs/sdks/web Choose Microsoft Clarity if you need
On Microsoft Clarity's record, not on Rybbit's
- AI Assistant / Copilot
- Conversational AI / Virtual Agents
- Heatmaps & Click Tracking
- Pricing
- From $0
Choose Rybbit if you need
On Rybbit's record, not on Microsoft Clarity's
- Cohort Analysis
- Pricing
- From $13/month billed annually
Microsoft Clarity vs Rybbit — FAQ
What is the difference between Microsoft Clarity and Rybbit?
Both are Experience Analytics tools. Microsoft Clarity's record includes AI Assistant / Copilot and Conversational AI / Virtual Agents, which Rybbit's does not, while Rybbit's includes Cohort Analysis. The matrix above shows every recorded cell citing the vendors' own documentation.
Is Microsoft Clarity or Rybbit better?
Neither is universally better — it depends on your stack. Choose Microsoft Clarity if you need AI Assistant / Copilot; choose Rybbit if Cohort Analysis matter more. Map both against your actual requirements rather than a generic feature count.
How do Microsoft Clarity and Rybbit compare on price?
Microsoft Clarity: From $0. Rybbit: From $13/month billed annually. Check each vendor's page for current rates.
Free stack audit
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