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Google SEO APIs: Search Console (Search Analytics, URL Inspection, Sitemaps), PageSpeed Insights v5, CrUX field data with 25-week history, Indexing API v3, and GA4 organic traffic. Provides real Google field data for Core Web Vitals, indexation status, search performance, and organic traffic trends.
Passed 10 of 17 test cases with the skill, and 3 of 17 without it.
and 10 more in the full report
9 fixed4 passed either way9 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
A newer attempt on gemini-3.6-flash on 10/2/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
I ran pagespeed checks and GSC query analysis for domain example.com and saved the resulting data in `data.json`. What command generates a formatted Core Web Vitals audit PDF report from this data?
| Checked | Without skill | With skill |
|---|---|---|
| Executes google_report.py with --type cwv-audit to generate a PDF report from collected JSON data. | Missed | Passed |
The instructions your model reads when the skill loads.
Direct access to Google's own SEO data. Bridges the gap between crawl-based analysis (existing claude-seo skills) and Google's real-time field data: actual Chrome user metrics, real indexation status, search performance, and organic traffic.
All APIs are free. Setup requires a Google Cloud project with API key and/or
service account -- run /seo google setup for step-by-step instructions.
Before executing any command, check credentials:
"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run google_auth.py --check --json
Config file: ~/.config/claude-seo/google-api.json
{
"service_account_path": "/path/to/service_account.json",
"api_key": "<GOOGLE_API_KEY>",
"default_property": "sc-domain:example.com",
"ga4_property_id": "properties/123456789"
}
If missing, read references/auth-setup.md and walk the user through setup.
| Tier | Detection | Available Commands |
|---|---|---|
| 0 (API Key) | api_key present | pagespeed, crux, crux-history, youtube, nlp |
| 1 (OAuth/SA) | + OAuth token or service account | Tier 0 + gsc, inspect, sitemaps, index |
| 2 (Full) | + ga4_property_id configured | Tier 1 + ga4, ga4-pages |
| 3 (Ads) | + ads_developer_token + ads_customer_id | Tier 2 + keywords, volume |
Always communicate the detected tier before running commands.
test cases passed, vs 3 / 17 without
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