Goog Geo
Scores any URL 0-100 for Google AI Overviews/AI Mode readiness with an evidence-backed report.
Test report
- Verdict
- Works with setup
- Score
- Tested
- Jul 16, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Aug 10, 2026 · 59cf9fb
Real-world friction: the documented preflight (`npx playwright-cli --version`, then `npx playwright install chromium --with-deps` as the fix) does not actually install a working `playwright-cli` in a fresh environment — `npx playwright-cli` resolves to the deprecated, bin-less `playwright-cli@0.262.0` npm package (confirmed: 'npm error could not determine executable to run'), not `@playwright/cli` which is what actually ships the `open/snapshot/eval/run-code` subcommands the SKILL.md relies on throughout. package.json only lists `playwright` (the library) as a dependency, never `@playwright/cli`. Worked around it with an equivalent browser-JS extraction and still produced a concrete, correctly-scored 73/100 (Grade C) audit of a real Anthropic blog post that caught real issues a casual glance would miss (8/9 images missing alt, title 40 chars vs the 50-60 target, no JSON-LD, no visible author) — so the rubric and report format are genuinely good, but 'auto-installs if needed' in the description oversells a step that breaks for a new user out of the box.
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 7/10
- Docs & honesty 3/5
What Goog Geo does
Audits a live URL against Google's own AI-optimization guidance across five weighted categories (eligibility, content quality, extractability, technical structure, entity signals) and outputs a graded, evidence-linked report. Triggers on GEO audit / AI search optimization / AI Overview readiness requests; explicitly defers to ai-seo for strategy and seo-audit for traditional technical SEO.
How to install Goog Geo
git clone https://github.com/vishalmdi/goog-geo
mkdir -p ~/.claude/skills
cp -r goog-geo ~/.claude/skills/goog-geo
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Goog Geo
-
/goog-geoScores any URL 0-100 for Google AI Overviews/AI Mode readiness with an evidence-backed report.
It also activates on plain-language prompts like these:
-
Score this blog post's readiness for Google AI Overviews right now -
Audit my landing page URL for AI search and AI Mode visibility -
Check whether this article would actually get cited by Google's AI
Frequently asked questions
- Is the Goog Geo skill free?
- Yes. The skill itself is free from vishalmdi/goog-geo. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Goog Geo work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 16, 2026. Verdict: Works with setup. Real-world friction: the documented preflight (`npx playwright-cli --version`, then `npx playwright install chromium --with-deps` as the fix) does not actually install a working `playwright-cli` in a fresh environment — `npx playwright-cli` resolves to the deprecated, bin-less `playwright-cli@0.262.0` npm package (confirmed: 'npm error could not determine executable to run'), not `@playwright/cli` which is what actually ships the `open/snapshot/eval/run-code` subcommands the SKILL.md relies on throughout. package.json only lists `playwright` (the library) as a dependency, never `@playwright/cli`. Worked around it with an equivalent browser-JS extraction and still produced a concrete, correctly-scored 73/100 (Grade C) audit of a real Anthropic blog post that caught real issues a casual glance would miss (8/9 images missing alt, title 40 chars vs the 50-60 target, no JSON-LD, no visible author) — so the rubric and report format are genuinely good, but 'auto-installs if needed' in the description oversells a step that breaks for a new user out of the box.
- What is the Goog Geo SkillProof Score?
- 8.0/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 7/10, docs & honesty 3/5.
- How do I install Goog Geo?
- 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 Goog Geo 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.