HiBot public knowledge: the ANSWER framework for AI visibility, audit plans, case studies, research
| Endpoint | https://hibot.com/mcp/public (streamable-http) |
|---|---|
| Registry version | 1.0.0 |
| Now | 5 tools · grade B (84) · pin ts_51c466f0df18eef1b49da8574d2daec9 · protocol 2025-06-18 |
| First / last listed | 2026-10-27 06:50 UTC / 2026-10-27 06:50 UTC |
| Grade over time | 2026-10-27: B (84), 5 tools |
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Tools: get_answer_methodology list_blog_articles get_blog_article search_blog generate_ai_visibility_questions
get_answer_methodology | The ANSWER framework for measuring AI visibility: the six categories, the 0 to 4 response rubric, category weights, score bands, and the letter-grade scale. Use it to explain what an AI visibility score means and how each category is defined. params: none |
list_blog_articles | Published HiBot articles on AI visibility and the ANSWER framework, newest first, optionally filtered to one ANSWER category. Reference reading. params: category, limit, offset |
get_blog_article | One published HiBot article by slug, rendered as readable Markdown with its canonical URL. Reference reading on AI visibility and the ANSWER framework. params: slug* |
search_blog | Keyword search over published HiBot articles, ranked by relevance, each with its page URL. Reference reading on AI visibility and the ANSWER framework. params: query*, limit |
generate_ai_visibility_questions | Generate the AI-visibility questions for any brand from its website: the kinds of questions real customers ask ChatGPT, Perplexity, and Google when choosing in that market, mapped to the six ANSWER categories (Appearance, Nomination, Showdown, Worth, Expertise, Reputation). Useful for AEO and GEO research and content planning. It reads the site to infer the brand; pass brandName and description if params: website*, brandName, description |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.