Head-to-head
LLMrefs vs Microsoft Clarity
Two leading analytics tools, compared on pricing, features, and editorial fit. Updated for 2026.
Microsoft Clarity
Free session recordings, heatmaps, and AI insights for websites
From Free
Visit Microsoft ClarityAt a glance
| LLMrefs | Microsoft Clarity | |
|---|---|---|
| Tagline | Track brand visibility and citations across AI search engines | Free session recordings, heatmaps, and AI insights for websites |
| Pricing model | Paid | Free |
| Starts at | $79/mo | Free |
| Founded | — | — |
| AI-native | ||
| Categories | Analytics, SEO | Analytics, CRO & Testing |
| Vendor claimed |
Quick take
Pick LLMrefs if you need track brand visibility and citations across ai search engines. Pick Microsoft Clarity if you need free session recordings, heatmaps, and ai insights for websites.
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Frequently asked
- Is LLMrefs better than Microsoft Clarity?
- It depends on your use case. LLMrefs is track brand visibility and citations across ai search engines, while Microsoft Clarity is free session recordings, heatmaps, and ai insights for websites. See the comparison above for which fits your team.
- What's the price difference between LLMrefs and Microsoft Clarity?
- LLMrefs starts at $79/mo. Microsoft Clarity starts at Free.
- Can I migrate from LLMrefs to Microsoft Clarity?
- Most tools in this category support data import via CSV. For complex migrations, both vendors offer onboarding assistance on higher-tier plans.