为自然搜索排名提供站点审计、内容撰写与竞品分析。
数据分析
Google Search Console
试用通过命令行查询 Google Search Console 数据,获取搜索表现与索引情况。
它能做什么
围绕 Google Search Console API 的只读命令行封装,支持搜索分析、URL 索引状态和站点地图查询。可按 query、page、country、device、date 等维度筛选,返回 clicks、impressions、CTR 和平均排名等指标,适合排查低点击率页面、热门搜索词和站点地图健康度。工具不会修改站点属性,OAuth 凭据也仅在当前会话内使用。
什么时候用它
- 发现高曝光、低点击率的可优化页面
- 列出为站点带来流量的搜索词
- 检查单个 URL 的抓取与索引状态
- 查看已提交的站点地图是否存在错误
技能文档
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
- Credentials: Set OAuth credentials in environment variables (or a local
.envloaded by your shell) - Scopes: Requires
webmasters.readonlyscope on your Google Cloud OAuth consent screen - 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 querypage- Landing page URLcountry- Country codedevice- DESKTOP, MOBILE, TABLETdate- 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
- Content Optimization: Find high-impression/low-CTR pages → improve titles & descriptions
- Keyword Research: See what queries bring traffic → create more content around them
- Technical SEO: Check indexing status, find crawl issues
- Ranking Tracking: Monitor position changes over time
- 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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