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AI Visibility Index — India · November 2026
BI and dashboards: who AI assistants name for Indian startups (Nov 2026)
We asked 3 AI assistants 5 questions an Indian founder asks about BI and dashboards. Named in the most questions: Tableau (5 of 5 from memory, 2 searching the web), Metabase (4 of 5 from memory, 5 searching the web), Looker Studio (4 of 5 from memory, 3 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 |
|---|---|---|---|---|---|---|
| Tableau | 5 of 5 | 2 of 5 | 3 | 5 | 2 | #2 |
| Metabase | 4 of 5 | 5 of 5 | 4 | 4 | 5 | #1 |
| Looker Studio | 4 of 5 | 3 of 5 | 4 | 3 | 3 | #3 |
Also named, not in our directory
- Apache Superset · 8
- Redash · 7
- Zoho Analytics · 7
- Grafana · 5
- Power BI · 5
- Looker · 3
- Microsoft Power BI · 3
- Lightdash · 2
- Qlik Sense · 2
Questions buyers ask
Which BI and dashboards do AI assistants name most for Indian startups?
In our Nov 2026 run, Tableau (5 of 5 from memory, 2 searching the web), Metabase (4 of 5 from memory, 5 searching the web), Looker Studio (4 of 5 from memory, 3 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 BI and dashboards did AI assistants not name?
Every tool in our directory for BI and dashboards 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 BI dashboard tool for a 20-person Indian startup?
- Claude Haiku · from memory
- Metabase → Google Looker Studio → Zoho Analytics → Microsoft Power BI → Apache Superset
- GPT-4o mini · from memory
- Tableau → Power BI → Looker → Google Data Studio → Zoho Analytics → Metabase → Klipfolio
- Claude Haiku + web search · searching the web
- Metabase → Power BI → Looker Studio
2. Which free dashboard tool should an Indian startup use on top of Postgres?
- Claude Haiku · from memory
- Metabase → Apache Superset → Grafana → Redash → Looker Studio
- GPT-4o mini · from memory
- Metabase → Grafana → Superset → Redash → Tableau Public
- Claude Haiku + web search · searching the web
- Metabase → Redash → Apache Superset → Grafana
3. Business intelligence software for Indian SMBs — what do you recommend?
- Claude Haiku · from memory
- Looker Studio → Tableau
- GPT-4o mini · from memory
- Zoho Analytics → Tableau → Microsoft Power BI → Google Data Studio → Qlik Sense
- Claude Haiku + web search · searching the web
- Tableau → Looker Studio → Metabase
4. Tableau alternatives for a startup in India?
- Claude Haiku · from memory
- Tableau → Google Looker Studio → Microsoft Power BI → Metabase → Apache Superset → Zoho Analytics → Redash
- GPT-4o mini · from memory
- Tableau → Power BI → Google Data Studio → Looker → Qlik Sense → Metabase → Chartio → Zoho Analytics → Domo
- Claude Haiku + web search · searching the web
- Metabase → Tableau → Apache Superset → Looker Studio → Power BI → Zoho Analytics → Draxlr
5. Self-hosted BI tools used by Indian startups?
- Claude Haiku · from memory
- Apache Superset → Metabase → Redash → Lightdash → Looker → Tableau Server → Power BI Report Server → Zoho Analytics
- GPT-4o mini · from memory
- Metabase → Apache Superset → Redash → Grafana → Power BI → Tableau Server
- Claude Haiku + web search · searching the web
- Metabase → Apache Superset → Redash → Lightdash → Grafana → Insights → Helical Insight
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