# FrontStat (frontstat.com)

Asks ChatGPT, Claude and Gemini buyer questions daily and reports which products they recommend, alerting by email when answers change.

- Atlas card: https://inite.ai/en/atlas/frontstat.com
- Site: https://frontstat.com
- For: Startups and product teams wanting to know whether ChatGPT, Claude and Gemini recommend their product
- Categories: knowledge
- Use 0/100 · alive 100/100

## Used for

- Check which rivals AI assistants name instead of your product
- Track daily whether AI answers recommend your product
- Find the sites AI search engines cite in place of you

## Price

- from 19 USD/month, free plan (read 2026-10-24 on https://frontstat.com/pricing)

## For developers

- MCP server: com.frontstat/visibility (namespace; open on 2026-10-24, 6 tools)
- Read 2026-10-24

## MCP server, measured daily

Server: https://frontstat.com/api/mcp, checked every day since 2026-10-24 (2 checks).

- Answered: measuring, 2 daily checks so far
- Median first answer: 998 ms
- Sign-in: none
- Context its tool definitions take: about 678 tokens (6 tools)
- Tool definitions: A, 100/100
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: none
- Read 2026-10-24

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Source: INITE Atlas, https://inite.ai/en/atlas/frontstat.com. JSON: https://inite.ai/api/atlas/frontstat.com. MCP: https://inite.ai/api/mcp (atlas_lookup).