Hitkeep AI Visibility Analyst

Turns HitKeep MCP data into honest verdicts on which AI bots actually send traffic.

Tested · Works

Test report

Verdict
Tested · Works
Score
9.6/10
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-analyst Turns 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.