com.ask10ais/mcp

name:com.ask10ais/mcp

Independent measurements of how 12 AI models answer brand questions in Chinese and English.

transport:: remote
credential class:: open

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Tools

find_brand
Search ask10ais's published measurements (every public ranking and every scenario cell, asked in both Chinese and English) for a brand name. Returns its rank in each ranking and its mention rate with a 95% interval in each scenario, each with a link to the source page. Matching is a case-insensitive substring match plus registered aliases.
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get_ranking
Latest measurement of one public ranking: each brand's rank and index score, merged spellings, panel size and completeness, plus a citation template.
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get_scenario_mention_rates
Mention rates with 95% Wilson intervals for one scenario in one language: which brands models mention, how often, and how many models mention them.
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list_rankings
List ask10ais's public ranking questions with their latest measurement date, panel size and top brands.
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list_scenario_collections
List published scenario collections: buying scenarios in one category, each asked with several phrasings and repeats in Chinese and English.
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verify_certificate
Check an ask10ais certificate number (ASK10AIS-YYYY-NNNNNN): whether it exists, what it records, and whether it is valid or voided.
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