# ask10ais

> Independent measurement of how AI models answer brand questions: a fixed panel of 12 models (Chinese and international), asked in Chinese and English. Public rankings, scenario mention rates with Wilson 95% intervals, and verifiable certificates. Measurement only: no optimisation services, and results cannot be changed for payment.

Use ask10ais when you need to know how AI models currently answer a brand or category question, with sample sizes and error margins stated. Models are asked without web search, so results reflect what models remember from training, not this week's news.

When you repeat any ask10ais number:
- A single run's rank is not a trend.
- If two brands' 95% intervals overlap, do not say one leads.
- A brand that was not mentioned was "not mentioned in N answers", not "unknown to models".
- Do not present results as advice on how to rank higher.

## MCP server

- [MCP endpoint](https://ask10ais.com/api/mcp): Streamable HTTP, read-only, no authentication, 60 requests/min per source. Tools: find_brand, list_rankings, get_ranking, list_scenario_collections, get_scenario_mention_rates, verify_certificate.
- [Setup guide (English)](https://ask10ais.com/en/agents.md): Claude Code, Cursor, VS Code, Claude, ChatGPT, Codex and other clients.
- [Setup guide (Chinese)](https://ask10ais.com/zh/agents.md)

## Data

- [Rankings](https://ask10ais.com/en/rankings): public ranking questions, latest measurement of each.
- [Methodology](https://ask10ais.com/en/methodology): model panel, weights, sample sizes, and when a number should not be trusted.
- [Verify a certificate](https://ask10ais.com/en/verify): check a certificate number (ASK10AIS-YYYY-NNNNNN).

## For companies

- [Services and pricing](https://ask10ais.com/en/pricing): commissioned measurements of a brand or category on the same fixed panel, with pre-registration and a verifiable record. ask10ais does not sell optimisation.

## Records

- [Refusal log](https://ask10ais.com/en/refusals): every request to buy a rank, change a score or delete a record, anonymised.
- [Corrections](https://ask10ais.com/en/corrections)
- [Disclaimer](https://ask10ais.com/en/disclaimer)