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AI Visibility Index — India · November 2026
Product analytics: who AI assistants name for Indian startups (Nov 2026)
We asked 3 AI assistants 5 questions an Indian founder asks about product analytics. Named in the most questions: PostHog (5 of 5 from memory, 5 searching the web), Mixpanel (4 of 5 from memory, 4 searching the web), Amplitude (4 of 5 from memory, 4 searching the web).
Who is named
| Tool | From memory | Searching the web | Claude Haiku (of 5) | GPT-4o mini (of 5) | Claude Haiku + web search (of 5) | Usual place |
|---|---|---|---|---|---|---|
| PostHog | 5 of 5 | 5 of 5 | 5 | 3 | 5 | #3 |
| Mixpanel | 4 of 5 | 4 of 5 | 4 | 4 | 4 | #1 |
| Amplitude | 4 of 5 | 4 of 5 | 4 | 4 | 4 | #2 |
| Google Analytics 4 | 4 of 5 | 2 of 5 | 3 | 3 | 2 | #2 |
| Heap | 4 of 5 | 0 of 5 | 0 | 4 | 0 | #3 |
Also named, not in our directory
- Firebase Analytics · 3
- Matomo · 3
- Countly · 2
- Microsoft Clarity · 2
- Plausible Analytics · 2
- Umami · 2
Questions buyers ask
Which product analytics do AI assistants name most for Indian startups?
In our Nov 2026 run, PostHog (5 of 5 from memory, 5 searching the web), Mixpanel (4 of 5 from memory, 4 searching the web), Amplitude (4 of 5 from memory, 4 searching the web) were named in the most buyer questions. This counts how often an assistant names a tool; it does not say which tool is better.
Which product analytics did AI assistants not name?
Every tool in our directory for product analytics was named at least once in the 5 questions asked on 9 November 2026.
How were these AI answers collected, and will they change?
On 9 November 2026 we sent each of the 5 questions once to Claude Haiku and GPT-4o mini and Claude Haiku + web search through their APIs, with no company named in the question (from memory: Claude Haiku (Anthropic) and GPT-4o mini (OpenAI), with no web search · searching the web: Claude Haiku + web search (Anthropic), one search per answer, asked 10 November 2026): 15 answers. The same question can get different names on another day, so read this as one dated snapshot.
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Run the free checkThe 5 questions, and the names in each answer
1. Best product analytics tool for an early-stage Indian startup?
- Claude Haiku · from memory
- Mixpanel → PostHog → Amplitude → Google Analytics 4 → Clarity
- GPT-4o mini · from memory
- Mixpanel → Heap → Amplitude → Google Analytics → PostHog → Pendo
- Claude Haiku + web search · searching the web
- PostHog → Mixpanel → Amplitude
2. Which analytics tool should a 20-person Indian app company use to track funnels and retention?
- Claude Haiku · from memory
- Mixpanel → Amplitude → PostHog → Firebase Analytics → CleverTap → MoEngage
- GPT-4o mini · from memory
- Mixpanel → Amplitude → Firebase Analytics → Heap → Appsee
- Claude Haiku + web search · searching the web
- Mixpanel → PostHog → Google Analytics 4 → Amplitude → Pendo, Contentsquare and mParticle
3. Mixpanel vs Amplitude vs others — what should an Indian startup pick?
- Claude Haiku · from memory
- Mixpanel → Amplitude → PostHog → Google Analytics 4 → Firebase Analytics
- GPT-4o mini · from memory
- Mixpanel → Amplitude → Heap → Segment → Zoho Analytics → Counsel
- Claude Haiku + web search · searching the web
- Mixpanel → PostHog → Amplitude → Simplicity
4. Free or cheap product analytics for an Indian SaaS startup?
- Claude Haiku · from memory
- PostHog → Google Analytics 4 → Mixpanel → Amplitude → Microsoft Clarity
- GPT-4o mini · from memory
- Google Analytics → Mixpanel → Amplitude → Heap → PostHog → Plausible Analytics → Hotjar → Looker Studio
- Claude Haiku + web search · searching the web
- PostHog → Mixpanel → Amplitude → Microsoft Clarity → Google Analytics 4
5. Product analytics that can be self-hosted in India for data rules?
- Claude Haiku · from memory
- PostHog → Matomo → Plausible Community Edition → Snowplow Open Source
- GPT-4o mini · from memory
- Matomo → Google Analytics → PostHog → Plausible Analytics → Umami → Countly → Fathom Analytics
- Claude Haiku + web search · searching the web
- PostHog → Countly → Pug → Umami → Matomo
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