What AI assistants actually recommend when buyers ask about product analytics tools — measured weekly across 4 engines, published as open data.
Updated 2026-08-02 · 56 sampled answers · rolling 4-week window · methodology
Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.
Sample: 56 AI answers · Window: Jul 5, 2026 – Aug 2, 2026 (4-week rolling) · trend vs prior 4 weeks (42 answers)
Across 56 sampled AI answers from 4 engines, Amplitude is recommended most often — appearing in 87.5% of recommendations, followed by Mixpanel (83.9%) and PostHog (62.5%).
This is a measurement of share of voice across 4 AI engines — not an editorial pick. See the full ranking below.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Amplitude amplitude.com Best for: AI recommends Amplitude most when buyers ask “affordable alternatives to enterprise product analytics platforms” (100% of those answers) | 87.5% 95% CI 76.4–93.8% 49 mentions · avg pos 5.2 first pick 28.6% | — | GEMINI 90.5%CHATGPT 85.7%CLAUDE 85.7%PERPLEXITY 85.7% | Claim |
| 2 | Mixpanel mixpanel.com Best for: AI recommends Mixpanel most when buyers ask “affordable alternatives to enterprise product analytics platforms” (100% of those answers) | 83.9% 95% CI 72.2–91.3% 47 mentions · avg pos 5.2 first pick 34% | — | GEMINI 90.5%CHATGPT 85.7%CLAUDE 85.7%PERPLEXITY 76.2% | Claim |
| 3 | PostHog posthog.com Best for: AI recommends PostHog most when buyers ask “affordable alternatives to enterprise product analytics platforms” (100% of those answers) | 62.5% 95% CI 49.4–74% 35 mentions · avg pos 6 first pick 25.7% | — | GEMINI 57.1%CHATGPT 85.7%CLAUDE 57.1%PERPLEXITY 61.9% | Claim |
| 4 | Heap heap.io Best for: AI recommends Heap most when buyers ask “best product analytics tools for SaaS companies” (90% of those answers) | 51.8% 95% CI 39–64.3% 29 mentions · avg pos 9.2 first pick 0% | — | GEMINI 76.2%CHATGPT 42.9%CLAUDE 28.6%PERPLEXITY 38.1% | Claim |
| 5 | Pendo pendo.io Best for: AI recommends Pendo most when buyers ask “best product analytics tools for SaaS companies” (100% of those answers) | 50% 95% CI 37.3–62.7% 28 mentions · avg pos 8.3 first pick 3.6% | — | GEMINI 76.2%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 38.1% | Claim |
| 6 | Google Analytics analytics.google.com Best for: AI recommends Google Analytics most when buyers ask “affordable alternatives to enterprise product analytics platforms” (90% of those answers) | 39.3% 95% CI 27.6–52.4% 22 mentions · avg pos 8.7 first pick 4.5% | — | GEMINI 57.1%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 38.1% | Claim |
| 7 | FullStory fullstory.com Best for: AI recommends FullStory most when buyers ask “best tools for tracking user behavior and feature adoption in web apps” (90% of those answers) | 39.3% 95% CI 27.6–52.4% 22 mentions · avg pos 12.1 first pick 4.5% | — | GEMINI 33.3%CHATGPT 42.9%CLAUDE 42.9%PERPLEXITY 42.9% | Claim |
| 8 | Userpilot userpilot.com Best for: AI recommends Userpilot most when buyers ask “best tools for tracking user behavior and feature adoption in web apps” (80% of those answers) | 37.5% 95% CI 26–50.6% 21 mentions · avg pos 6.8 first pick 4.8% | — | GEMINI 38.1%CLAUDE 14.3%PERPLEXITY 57.1% | Claim |
| 9 | Hotjar hotjar.com Best for: AI recommends Hotjar most when buyers ask “what should I use to understand how users are using my SaaS product” (90% of those answers) | 32.1% 95% CI 21.4–45.2% 18 mentions · avg pos 11 first pick 0% | — | GEMINI 47.6%CHATGPT 28.6%PERPLEXITY 28.6% | Claim |
| 10 | Microsoft Clarity clarity.microsoft.com Best for: AI recommends Microsoft Clarity most when buyers ask “what should I use to understand how users are using my SaaS product” (50% of those answers) | 21.4% 95% CI 12.7–33.8% 12 mentions · avg pos 10.6 first pick 0% | — | GEMINI 23.8%CHATGPT 28.6%PERPLEXITY 23.8% | Claim |
| 11 | LogRocket logrocket.com | 21.4% 95% CI 12.7–33.8% 12 mentions · avg pos 13.9 first pick 0% | — | GEMINI 19%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 23.8% | Claim |
| 12 | Segment segment.com Best for: AI recommends Segment most when buyers ask “how do I track funnels and retention cohorts in my application” (90% of those answers) | 16.1% 95% CI 8.7–27.8% 9 mentions · avg pos 14.1 first pick 0% | — | GEMINI 19%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 13 | Gainsight gainsight.com Best for: AI recommends Gainsight most when buyers ask “best product analytics tools for SaaS companies” (60% of those answers) | 14.3% 95% CI 7.4–25.7% 8 mentions · avg pos 6.5 first pick 0% | — | GEMINI 23.8%PERPLEXITY 14.3% | Claim |
| 14 | Contentsquare contentsquare.com Best for: AI recommends Contentsquare most when buyers ask “best tools for tracking user behavior and feature adoption in web apps” (50% of those answers) | 14.3% 95% CI 7.4–25.7% 8 mentions · avg pos 7.4 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 19% | Claim |
| 15 | UXCam uxcam.com Best for: AI recommends UXCam most when buyers ask “best tools for tracking user behavior and feature adoption in web apps” (50% of those answers) | 14.3% 95% CI 7.4–25.7% 8 mentions · avg pos 19.7 first pick 0% | — | GEMINI 28.6%PERPLEXITY 9.5% | Claim |
| 16 | Matomo matomo.org Best for: AI recommends Matomo most when buyers ask “affordable alternatives to enterprise product analytics platforms” (60% of those answers) | 8.9% 95% CI 3.9–19.3% 5 mentions · avg pos 9.6 first pick 0% | — | GEMINI 14.3%CHATGPT 28.6% | Claim |
| 17 | OpenPanel openpanel.dev Best for: AI recommends OpenPanel most when buyers ask “affordable alternatives to enterprise product analytics platforms” (50% of those answers) | 8.9% 95% CI 3.9–19.3% 5 mentions · avg pos 21.8 first pick 0% | — | GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 4.8% | Claim |
| 18 | Mouseflow mouseflow.com Best for: AI recommends Mouseflow most when buyers ask “what should I use to understand how users are using my SaaS product” (40% of those answers) | 7.1% 95% CI 2.8–17% 4 mentions · avg pos 6 first pick 0% | — | GEMINI 4.8%PERPLEXITY 14.3% | Claim |
| 19 | Countly countly.com Best for: AI recommends Countly most when buyers ask “event-based product analytics vs page-view web analytics for SaaS products” (50% of those answers) | 7.1% 95% CI 2.8–17% 4 mentions · avg pos 8 first pick 0% | — | GEMINI 9.5%PERPLEXITY 9.5% | Claim |
| 20 | ChartMogul chartmogul.com Best for: AI recommends ChartMogul most when buyers ask “what should I use to understand how users are using my SaaS product” (30% of those answers) | 7.1% 95% CI 2.8–17% 4 mentions · avg pos 16 first pick 0% | — | GEMINI 9.5%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 21 | GrowthBook growthbook.io | 5.4% 95% CI 1.8–14.6% 3 mentions · avg pos 5 first pick 0% | — | GEMINI 9.5%PERPLEXITY 4.8% | Claim |
| 22 | Smartlook | 5.4% 95% CI 1.8–14.6% 3 mentions · avg pos 5 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 23 | Metabase metabase.com | 5.4% 95% CI 1.8–14.6% 3 mentions · avg pos 6.3 first pick 0% | — | GEMINI 9.5%CLAUDE 14.3% | Claim |
| 24 | Appcues appcues.com Best for: AI recommends Appcues most when buyers ask “best tools for tracking user behavior and feature adoption in web apps” (30% of those answers) | 5.4% 95% CI 1.8–14.6% 3 mentions · avg pos 7.7 first pick 0% | — | GEMINI 14.3% | Claim |
| 25 | Jimo jimo.ai Best for: AI recommends Jimo most when buyers ask “best tools for tracking user behavior and feature adoption in web apps” (40% of those answers) | 5.4% 95% CI 1.8–14.6% 3 mentions · avg pos 9.7 first pick 0% | — | GEMINI 14.3% | Claim |
| 26 | Plausible plausible.io | 5.4% 95% CI 1.8–14.6% 3 mentions · avg pos 16.7 first pick 0% | — | GEMINI 4.8%CHATGPT 28.6% | Claim |
| 27 | Pirsch Analytics pirsch.io | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 4.5 first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 28 | ProfitWell profitwell.com | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 8 first pick 0% | — | GEMINI 9.5% | Claim |
| 29 | Baremetrics baremetrics.com | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 10 first pick 0% | — | GEMINI 4.8%PERPLEXITY 4.8% | Claim |
| 30 | Canny canny.io | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 11.5 first pick 0% | — | GEMINI 4.8%CHATGPT 14.3% | Claim |
| 31 | Statsig statsig.com | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 15 first pick 0% | — | GEMINI 4.8%PERPLEXITY 4.8% | Claim |
| 32 | Umami umami.is Best for: AI recommends Umami most when buyers ask “affordable alternatives to enterprise product analytics platforms” (40% of those answers) | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 28.5 first pick 0% | — | GEMINI 4.8%CHATGPT 14.3% | Claim |
| 33 | Microsoft microsoft.com | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 31.5 first pick 0% | — | CHATGPT 28.6% | Claim |
| 34 | Looker looker.com | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 36.5 first pick 0% | — | GEMINI 4.8%CHATGPT 14.3% | Claim |
| 35 | Mercury mercury.com Best for: AI recommends Mercury most when buyers ask “which product analytics tool is best for early-stage startups with low traffic” (40% of those answers) | 3.6% 95% CI 1–12.1% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 36 | VWO vwo.com Best for: AI recommends VWO most when buyers ask “how do I track funnels and retention cohorts in my application” (30% of those answers) | 3.6% 95% CI 1–12.1% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 37 | Apache Superset superset.apache.org | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 4.8% | Claim |
| 38 | CleverTap clevertap.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 4.8% | Claim |
| 39 | Glassbox | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 4.8% | Claim |
| 40 | Uservoice uservoice.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 10 first pick 0% | — | CHATGPT 14.3% | Claim |
| 41 | WalkMe walkme.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 12 first pick 0% | — | GEMINI 4.8% | Claim |
| 42 | Swetrix swetrix.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 13 first pick 0% | — | GEMINI 4.8% | Claim |
| 43 | UserTesting usertesting.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 13 first pick 0% | — | CHATGPT 14.3% | Claim |
| 44 | UserMaven usermaven.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 14 first pick 0% | — | GEMINI 4.8% | Claim |
| 45 | Zonka Feedback zonkafeedback.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 14 first pick 0% | — | GEMINI 4.8% | Claim |
| 46 | Survicate survicate.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 15 first pick 0% | — | GEMINI 4.8% | Claim |
| 47 | Gleap gleap.io | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 16 first pick 0% | — | GEMINI 4.8% | Claim |
| 48 | Intercom intercom.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 20 first pick 0% | — | GEMINI 4.8% | Claim |
| 49 | Kissmetrics kissmetrics.io | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 35 first pick 0% | — | GEMINI 4.8% | Claim |
| 50 | IdeaPlan Templates ideaplan.io | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 40 first pick 0% | — | CHATGPT 14.3% | Claim |
| 51 | GuideFlow guideflow.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 59 first pick 0% | — | CHATGPT 14.3% | Claim |
| 52 | Tableau tableau.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 67 first pick 0% | — | CHATGPT 14.3% | Claim |
| 53 | Apigee cloud.google.com | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | CHATGPT 14.3% | Claim |
| 54 | Azure SQL Serverless learn.microsoft.com Best for: AI recommends Azure SQL Serverless most when buyers ask “how do I track funnels and retention cohorts in my application” (30% of those answers) | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 55 | Chameleon chameleon.io | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 56 | ClickHouse clickhouse.com | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | CHATGPT 14.3% | Claim |
| 57 | Cometly cometly.com | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 58 | FullSession fullsession.io | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 59 | Helical Insight helicalinsight.com | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 60 | HubSpot CRM hubspot.com | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | CHATGPT 14.3% | Claim |
| 61 | Improvado improvado.io Best for: AI recommends Improvado most when buyers ask “how do I track funnels and retention cohorts in my application” (30% of those answers) | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 62 | Pirsch | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 63 | Plerdy plerdy.com | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 64 | PostgreSQL postgresql.org | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | CHATGPT 14.3% | Claim |
| 65 | Snowflake snowflake.com | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | CHATGPT 14.3% | Claim |
| 66 | TelemetryDeck telemetrydeck.com | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 67 | UXArmy uxarmy.com | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 68 | Usersnap usersnap.com | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
Reading the numbers: Share is a point estimate on 56 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.
Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.
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