Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?
Scored across 3 tools
The booking tool is clearly separate. The two audit-related tools overlap conceptually (both deal with AI citation/visibility), but find_ai_citations is tied to a specific buyer query and returns per-engine source rankings, while run_ai_visibility_audit evaluates a site's technical visibility. Descriptions mostly make this distinction usable, though an agent could still hesitate on ambiguous 'why don't I show up' requests.
All three tools follow a consistent verb_noun snake_case pattern: book_strategy_call, find_ai_citations, run_ai_visibility_audit. The verbs clearly reflect the action and the nouns refer to the key object, making the set predictable and easy to navigate.
Three tools is a reasonable, minimal footprint for a focused audit-and-call service. Each tool earns its place: discover sources, run an audit, and book a strategy call. No redundant or filler tools are present.
For the stated domain, the set covers the core user journeys: checking where AI answers come from for a query, running a full website-level visibility audit, and starting a commercial relationship with a call. Audit results can be delivered on-screen or by email, and fixes are included in the emailed report. No critical workflow dead-end is apparent.
Get the link to book a free Specularis strategy call about AI visibility / GEO / AEO.
Inputs: no named parameters. Returns: booking_url
Given a buyer query (e.g. 'best real estate agent in Tampa') and a website domain, find the exact sources ChatGPT, Perplexity, Claude, and Gemini cite when answering that query — and whether the domain appears in any of them. Returns the ranked source list (with which engine cites each) and an 'appears in X of N' gap. Use this whenever a user wants to know where AI gets its answers about their industry, which pages AI trusts for a query, or whether their business shows up in AI recommendations.
Inputs: query (required), domain (required). Returns: query, domain, sources, appears_in, +2 more
Run a free AI visibility (GEO/AEO) audit on a website — checks whether ChatGPT, Claude, Perplexity, and Gemini can find and cite it. Returns an instant snapshot of crawler access, structured data, and llms.txt. If an email is provided, a full scored report (0–100 across 5 pillars, with copy-paste fixes) is emailed as a PDF. Use this whenever a user asks to audit/check a site's AI visibility, GEO, AEO, or whether AI can find them.
Inputs: website_url (required), name, role, email. Returns: website, llms_txt, booking_url, report_email, +3 more
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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Free AI visibility and GEO audit: see what AI reads on your site and whether its answers cite you.
SEO and GEO audit: check if a site can be read and cited by Google, ChatGPT, Perplexity and Claude.
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