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Google Search Console

Query Google Search Console for SEO data - search queries, top pages, CTR opportunities, URL inspection, and sitemaps. Use when analyzing search performance,...

Jonathan Rhyne

@jdrhyne

Install

$ openclaw skills install @jdrhyne/gsc

Google Search Console Skill

Query GSC for search analytics, indexing status, and SEO insights.

Safety Boundaries

  • This skill only connects to Google Search Console API endpoints.
  • It does NOT modify your Search Console property — read-only queries only.
  • It does NOT store or transmit credentials beyond the current session.
  • It requires OAuth credentials set as environment variables.

Setup

  1. Credentials: Set OAuth credentials in environment variables (or a local .env loaded by your shell)
  2. Scopes: Requires webmasters.readonly scope on your Google Cloud OAuth consent screen
  3. Access: Your Google account must have access to the Search Console properties

Commands

List Available Sites

python scripts/gsc_query.py sites

Top Search Queries

python scripts/gsc_query.py top-queries \
  --site "https://www.nutrient.io" \
  --days 28 \
  --limit 20

Top Pages by Traffic

python scripts/gsc_query.py top-pages \
  --site "https://www.nutrient.io" \
  --days 28 \
  --limit 20

Find Low-CTR Opportunities

High impressions but low click-through rate = optimization opportunities:

python scripts/gsc_query.py opportunities \
  --site "https://www.nutrient.io" \
  --days 28 \
  --min-impressions 100

Inspect URL Indexing Status

python scripts/gsc_query.py inspect-url \
  --site "https://www.nutrient.io" \
  --url "/sdk/web"

List Sitemaps

python scripts/gsc_query.py sitemaps \
  --site "https://www.nutrient.io"

Raw Search Analytics (JSON)

python scripts/gsc_query.py search-analytics \
  --site "https://www.nutrient.io" \
  --days 28 \
  --dimensions query page \
  --limit 100

Available Dimensions

  • query - Search query
  • page - Landing page URL
  • country - Country code
  • device - DESKTOP, MOBILE, TABLET
  • date - Date

Metrics Returned

  • clicks - Number of clicks from search
  • impressions - Number of times shown in search
  • ctr - Click-through rate (clicks/impressions)
  • position - Average ranking position

SEO Use Cases

  1. Content Optimization: Find high-impression/low-CTR pages → improve titles & descriptions
  2. Keyword Research: See what queries bring traffic → create more content around them
  3. Technical SEO: Check indexing status, find crawl issues
  4. Ranking Tracking: Monitor position changes over time
  5. Sitemap Health: Verify sitemaps are submitted and error-free

Notes

  • Data has ~3 day delay (GSC limitation)
  • Credentials shared with GA4 skill
  • URL inspection requires the page to be in the property

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