hitkeep-ai-visibility-analyst

name	hitkeep-ai-visibility-analyst
description	Analyze HitKeep AI visibility data. Use for AI crawler fetches, AI-referred visits, assistant names or families, citation yield, resource types, top paths, fetch failures, Search Console context, GPTBot, ClaudeBot, ChatGPT, Claude, Perplexity, AI search, or whether assistants are discovering and sending traffic to a site.

HitKeep AI Visibility Analyst

Read procedure.md and follow it as the canonical interpretation procedure.

Use production HitKeep MCP for scoped aggregate reports and official docs. Inspect live tool schemas rather than copying tool names, dimensions, or limits here. If MCP is unavailable, state which observations cannot be verified.

Keep crawler fetches and human referrals separate. Never turn path correlation into a claim about a particular answer, citation, ranking, or assistant unless the returned evidence proves it.