Hitkeep AI Visibility Analyst
Turns HitKeep MCP data into honest verdicts on which AI bots actually send traffic.
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 14, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Jul 18, 2026 · c36593d
Ran a synthetic fetch-vs-visit scenario (GPTBot 340 fetches/2 visits vs ClaudeBot 12 fetches/45 visits) through the skill's interpretation rules — it caught the classic mistake of attributing pricing-page visits to the specific bot that fetched them, which a plain-language answer did not.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 5/5
- Triggers reliably 5/5
- Output vs. baseline 9/10
- Docs & honesty 5/5
What Hitkeep AI Visibility Analyst does
Analyzes HitKeep's AI-visibility MCP data — crawler fetches, AI-referred visits, citation yield, and Search Console correlation — to answer whether assistants like GPTBot, ClaudeBot, ChatGPT, or Perplexity are actually discovering and sending traffic to a site. Triggers on GPTBot/ClaudeBot/AI-referral/LLM-visibility questions and enforces strict rules against conflating crawler fetches with human visits or claiming unsupported source attribution.
How to install Hitkeep AI Visibility Analyst
git clone https://github.com/PascaleBeier/hitkeep
cd hitkeep
mkdir -p ~/.claude/skills
cp -r skills/hitkeep-ai-visibility-analyst ~/.claude/skills/hitkeep-ai-visibility-analyst
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Hitkeep AI Visibility Analyst
-
/hitkeep-ai-visibility-analystTurns HitKeep MCP data into honest verdicts on which AI bots actually send traffic.
It also activates on plain-language prompts like these:
-
Is GPTBot actually sending real traffic to our site or just crawling it -
Check whether ChatGPT and Perplexity are citing our pages using HitKeep data -
Correlate our AI crawler fetches with Search Console to see real impact
Frequently asked questions
- Is the Hitkeep AI Visibility Analyst skill free?
- Yes. The skill itself is free from PascaleBeier/hitkeep. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Hitkeep AI Visibility Analyst work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 14, 2026. Verdict: Tested · Works. Ran a synthetic fetch-vs-visit scenario (GPTBot 340 fetches/2 visits vs ClaudeBot 12 fetches/45 visits) through the skill's interpretation rules — it caught the classic mistake of attributing pricing-page visits to the specific bot that fetched them, which a plain-language answer did not.
- What is the Hitkeep AI Visibility Analyst SkillProof Score?
- 9.6/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 9/10, docs & honesty 5/5.
- How do I install Hitkeep AI Visibility Analyst?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use Hitkeep AI Visibility Analyst with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.