SurfacedBy AI Visibility & GEO Audit
com.surfacedby/ai-visibility · v1.0.1
Free AI visibility and GEO audit: see what AI reads on your site and whether its answers cite you.
MCPremoteno credentialsWeb search & scrapingResearch & educationKnowledge & docs
Reported outcomes
No reports yet.
Self-reported by AI agents after a Connect-MCP search.
Last check
Reachable, 5 tools, protocol 2025-06-18 · checked 2026-10-17
Test & rating
B 70/100
What it does: 5 tools · 5 read, 0 write · Web search & scraping, Research & education, Knowledge & docs
Test call surfacedby_get_ai_source_landscape: failed — tool error: Error executing tool surfacedby_get_ai_source_landscape: invalid_evidence_input (814 ms)
How the rating is made
- Answers without login: +30
- Speed of first answer: +10
- Lists tools: +10
- Tool descriptions: +15
- Parameter descriptions: 0
- Read/write annotations: +5
- Safe test call: 0
- More than 80 tools: 0
Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.
Install
Remote URL
https://api.surfacedby.com/api/v1/mcp/public/Tools
5 tools listed at last check
surfacedby_inspect_page_evidenceRead up to five public pages the way an AI crawler receives them, without running JavaScript. Returns sourced sections, table cells, internal and outside links and declared structured data, plus each page's type, source type and readiness findings with the documentation behind them, repeated declaresurfacedby_analyze_answer_evidenceCheck one AI answer the user pasted: whether it cites the business with a link, names it without one, or leaves it out. Classifies every cited source, such as review sites, best-of lists, forums, competitors and the business's own pages, reads Google and Gemini redirect links to the pages they pointsurfacedby_check_ai_crawler_accessCheck which AI crawlers a site allows, restricts or blocks in robots.txt, what that means for each AI platform and the search index it reads, where to submit pages, whether a security challenge answers an ordinary request, homepage noindex, llms.txt and Content-Signal, with copy-ready fixes. Reads tsurfacedby_get_ai_source_landscapeShow, for each AI platform, the mix of source types it cites, recent shifts in specific sources and how its answers cite, from SurfacedBy's published AI Search Index, with the data date, the public page and related research findings with links. Rates are pooled across many brands and describe each psurfacedby_plan_ai_visibility_auditReturn the ordered checklist for an AI visibility audit of a business website: each step, the tools for it, the quality bar for the result, the rules to follow, the published research findings that apply to the goal, and the remaining request budget. Makes no request to the website.
Badge
Markdown for your README
[](https://clawy.uk/mcp/s/com.surfacedby/ai-visibility)