Every change Wellknown observed on this MCP server, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.
Certificate changed, valid to 2026-12-25
Removed "get_case_study", "get_plans" and "list_case_studies"; changed the definition of "generate_ai_visibility_questions", "get_answer_methodology", "get_blog_article" and 2 more (8 tools before, 5 now)
FreeAI VisibilityQuestion SetQuestions
Generatea free AI visibilitythequestionAI-visibilitysetquestions for any brand from itswebsite. Returns 10 questions acrosswebsite: thesix ANSWER categorieskinds(theof questions real customers ask ChatGPT, Perplexity, and Googleaboutwhen choosing in that market).,ProvidemappedantotosixunlockANSWERand
⟨41 unchanged words⟩ read automatically.","type":"string"},"email":{"description":"Optional. Provide it to unlock all 50 questions: they are returned in full here and also emailed. No password or signup step.","type":"string"},"includeWhitepaper":{"description":"Optional, default true. When an email is given, also email the free ANSWER framework whitepaper to that same address (no need to collect the email again). Set false to skip it.","type":"boolean"},"website":{"description":"The brand's website or ⟨10 unchanged words⟩
{"destructiveHint":false,"openWorldHint":true,"readOnlyHint":false,"title":"FreeAI VisibilityQuestion SetQuestions"}
HowTheHiBotANSWERscoresframework for measuring AI visibility: the sixANSWERcategories, the 0 to 4 response rubric, category weights, score bands, andletterthegrades.letter-grade scale. Use it to explain what an AI visibility score means and howa HiBot audit puts a number oneachacategorybrand'sisstanding.defined.
⟨6 unchanged words⟩ rendered as readable Markdown with its canonical URL.Free referenceReference reading on AI visibility and the ANSWER framework.
⟨11 unchanged words⟩ first, optionally filtered to one ANSWER category.Free reference reading that leads into the methodology and anReferenceaudit.reading.
⟨7 unchanged words⟩ by relevance, each with its page URL.Free referenceReference reading on AI visibility and the ANSWER framework.
One HiBot Case Study — Proof, in depth: one HiBot case study by slug, with the headline finding, what the full report covers, and the page where the reader can request their own audit.
HiBot Audit Plans — How to buy a HiBot audit: the Pulse and Panorama plans with price, question count, AI engines covered, runs per question, what every report includes, and the register link to start one.
HiBot Case Studies — Proof: the public catalog of real HiBot audits (Oura, Costco, Salesforce, and more), each with its headline finding and page URL. Use it to show what an audit surfaces before the reader buys one.
Added "generate_ai_visibility_questions" (7 tools before, 8 now)
Free AI Visibility Question Set — Generate a free AI visibility question set for any brand from its website. Returns 10 questions across the six ANSWER categories (the questions real customers ask ChatGPT, Perplexity, and Google about that market). Provide an email to unlock and receive the full 50. This is HiBot's free front door: the questions are given away, the human-run audit that answers and scores them is the paid product.
Certificate recorded, valid to 2026-10-27
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First tool surface recorded: 7 tools (server version 1.0.0)
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