Categories › AI & Agents › Models, LLM APIs, routing, serving, training & GPUs
Free AI-readiness audit: can ChatGPT, Claude and Perplexity read and cite a site? Fix snippets.
Remote server: your requests and data go to nodpick.com. Claude Code: claude mcp add --transport http nodpick-ai-readiness https://nodpick.com/mcp · Claude app: Settings → Connectors → Add custom connector.
The tools this server listed when we connected to it, in its own words.
audit_ai_readiness — Use when a user wants their site to be found or cited by AI assistants (ChatGPT, Claude, Perplexity, Gemini), asks about GEO/AEO, or wonderscheck_ai_crawlers — Use when the question is specifically whether OpenAI, Anthropic, Perplexity, Google or Apple bots may access a site. Returns, per bot, its pcheck_llms_txt — Use when a user asks about llms.txt. Fetches /llms.txt of the site (1 request) and reports whether it exists and follows the format (H1 titlget_fix_snippet — Returns deterministic, copy-paste code for one audit check on one stack. No network access. check is one of: crawler_access, training_crawleget_free_visibility_check_link — Returns a link to the free check that actually asks AI assistants whether they name a brand (real measurement; this audit only checks techniNot tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.