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google-search-console — 技能工具

v1.3.0

When the user wants to analyze Google Search Console data, use GSC API, or interpret search performance. Also use when the user mentions "GSC," "Search Conso...

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by @kostja94 (Kostja Zhang)·MIT-0
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License
MIT-0
最后更新
2026/3/17
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OpenClaw
安全
high confidence
This is an instruction-only skill that provides guidance for Google Search Console analysis and is internally consistent — it doesn't install software or request credentials or system access.
评估建议
This skill is a documentation-style helper for analyzing Google Search Console and appears coherent and low-risk: it doesn't install anything or ask for secrets. Things to consider before enabling: if you or the agent will use the GSC API, you will need to provide appropriate Google credentials (OAuth or service account) — only supply credentials you trust and scope them to the minimum permissions required. Confirm your agent will not try to call external APIs or upload data without your explici...
详细分析 ▾
用途与能力
The name/description and the SKILL.md consistently focus on Google Search Console analysis, metrics, reports, and best-practice workflows. References to the Search Console API (searchanalytics.query) are appropriate for a GSC-focused skill.
指令范围
The runtime instructions are prose-only guidance (charts, workflows, report interpretation). They mention the API as an avenue for programmatic access but do not instruct the agent to access local files, environment variables, or arbitrary external endpoints. One minor incompleteness: the doc references using the GSC API but does not describe or request the credentials required to call it — this is not a security problem but is an operational gap the user should be aware of.
安装机制
There is no install spec and no code files. Nothing will be written to disk or downloaded by the skill itself.
凭证需求
The skill declares no required environment variables, no credentials, and no config paths. That is proportionate for an instruction-only guidance skill. Note: actually calling the GSC API would require OAuth/service-account credentials, but the skill does not request them.
持久化与权限
always is false and the skill does not request persistent system presence or attempt to modify other skills or system settings. Autonomous invocation is allowed (platform default) but there are no additional elevated privileges requested.
安全有层次,运行前请审查代码。

License

MIT-0

可自由使用、修改和再分发,无需署名。

运行时依赖

无特殊依赖

版本

latestv1.3.02026/3/17

Automated batch sync

● 无害

安装命令 点击复制

官方npx clawhub@latest install kostja94-google-search-console
镜像加速npx clawhub@latest install kostja94-google-search-console --registry https://cn.clawhub-mirror.com

技能文档

Guides analysis of Google Search Console (GSC) data: performance metrics, indexing, sitemaps, Core Web Vitals, and rich results. Covers best practices for monthly monitoring and actionable insights.

When invoking: On first use, if helpful, open with 1-2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output.

Scope

  • Performance: Clicks, impressions, CTR, average position; API for export
  • Insights: Simplified overview; top/trending content and queries
  • Indexing: Pages indexed, pages not indexed, reasons (Coverage)
  • Technical: Sitemaps, Core Web Vitals, Enhancements
  • API: searchanalytics.query for programmatic access
  • Methodology: How to read charts, avoid common mistakes, correlate with releases

Analysis Best Practices

Chart Reading

PracticeWhy
Focus one metric at a timeStacked bar charts hide fluctuations; toggle off other metrics to see each clearly
Don't compare just two pointsEnd-of-month vs prior month misses mid-month drama; examine full trend
Check beyond top 10Many reports default to top 10; scroll or paginate for more rows
Screenshot chartsGSC retains limited history; save images for future reference
Record in spreadsheetExport at month-end; use formulas to track correlations over time
Track release datesJoin dev standups, read release notes; correlate GSC shifts with deployments

Investigation Workflow

  • Pinpoint date: When did the metric change?
  • Correlate: Any releases, CMS changes, server maintenance, third-party code?
  • Decide: Investigate, correct, overlook, or monitor closely
  • Loop in: Product or dev team for root cause

Key Reports & Metrics

1. Performance (Search Results)

Location: Performance ? Search results

MetricUse
ClicksTraffic from Google Search
ImpressionsHow often site appeared in results
CTRWhether users think page answers query
Average positionRanking trend
Dimensions: Query, page, country, device, date. Filter by search type: web, image, video, news. Use to find low-CTR high-impression pages (title/meta optimization opportunities).

Search appearance: AMP, blue link, rich results (filterable in UI and API).

CTR Benchmarks by Position

Use to compare actual CTR vs expected. Benchmarks vary by SERP features (AI Overviews, featured snippets). Zero-click: When SERP features satisfy intent without a click, organic CTR drops; factor into expectations. See serp-features (Zero-Click section), featured-snippet. Clean SERPs:

PositionExpected CTR (baseline)With AI Overviews (lower)
125-35%~19%
212-18%~12%
38-12%~7%
4-55-7%~5%
6-102-5%2-5%
Interpretation: If actual CTR is below expected for your position, prioritize title/meta optimization. Over 90% of first-page results have CTR below 10%; significant upside exists.

Low CTR, High Impressions: Optimization Workflow

  • Identify: Sort by impressions; filter positions 1-10; 1,000+ monthly impressions
  • Compare: Actual CTR vs expected for position (see table above)
  • Gap: e.g., position 4 at 2% CTR vs expected 5-7% ? ~3-5% uplift potential
  • Action: Optimize title and meta per title-tag, meta-description; add schema for rich results (+10–20% clicks)

Rich Results & CTR

Pages with review stars, FAQ schema, or other rich snippets see 10-20% more clicks. See schema-markup.

2. Insights Report

Location: Performance ? Insights (or Overview)

Simplified overview; replaces standalone Search Console Insights. Data from GSC only (no GA since Dec 2024).

CardUse
Clicks and impressionsSite visibility and click effectiveness
Your contentTop, trending up, trending down pages
Queries leading to your siteTop, trending up, trending down queries
Top countriesGeographic audience
Branded vs non-brandedBrand recognition (AI-labeled; may mislabel)
Additional traffic sourcesImage, Video, News search, Discover
Trending: Based on click change vs previous period. Click items to jump to Performance report filtered to that item.

Query groups: Similar queries grouped; group name = best-performing query. Not available for sub-properties or low-impression sites.

3. Page Indexing (Coverage)

Location: Indexing ? Page indexing

Status grouping (updated): Valid + Valid with warning ? Indexed. Error + Excluded ? Not indexed.

Indexed vs Not indexed are complementary: Not all site content should be indexed. Login, admin, duplicate content, legal boilerplate, and low-value pages often intentionally use noindex. Indexed and non-indexed pages can reference each other (e.g., sitemap includes indexable URLs; noindex pages still exist and link internally). Non-indexed is not inherently a problem--investigate only when important pages are excluded. See indexing (noindex usage) and robots-txt (crawl control) for when to exclude.

MetricAction
Pages indexedTurn off "Pages not indexed" to view alone; watch for drops
Pages not indexedTurn off "Pages indexed" to view alone; watch for spikes. Distinguish intentional (noindex, robots) from accidental
Filter: All submitted pages / Unsubmitted pages only (dropdown near top).

Source column: Indicates whether issue is caused by website or Google.

Why pages are not indexed: Drill into reasons and example URLs. Common culprits:

  • Duplicate content
  • Noindex tags
  • Redirect errors
  • 5xx errors
  • 404 errors
  • Blocked by robots.txt
  • Discovered ? currently not indexed
  • Crawled ? currently not indexed

Quick check: If trend line is stable, spend ~3 seconds; move on. Investigate if fourth column (trend) shifts.

Diagnosis workflow: GSC Coverage ? click Issue ? view sample URLs ? identify pattern ? fix (see indexing for fix actions).

Coverage issue types:

IssueMeaningNext step
Crawled - currently not indexedCrawled but not indexedSee indexing
Excluded by "noindex" tagIntentionally excluded; often valid (login, admin, legal, etc.)Ignore if expected; verify important pages not accidentally noindexed
Blocked by robots.txtCrawl blockedSee robots-txt; may be intentional
Redirect / 404Redirect or missingFix URL or redirect
Duplicate / CanonicalDuplicate contentUsually OK; keep canonical
URL Inspection: Verdicts: "URL is on Google," "URL is on Google, but has issues," "URL is not on Google." Use for important pages; verify canonical, internal links, sitemap; Request indexing if needed.

4. Video Indexing (If Applicable)

Location: Indexing ? Video indexing

  • Videos indexed / Videos not indexed: Toggle off the other for clear view
  • Why videos are not indexed: Thumbnail blocked, invalid size/format, not in main content, etc.

See video-optimization for video SEO; youtube-seo for YouTube.

5. XML Sitemaps

Location: Indexing ? Sitemaps

CheckAction
StatusConfirm each sitemap says "Success"
URLs indexedClick sitemap ? see indexed count; drops indicate indexing issues
Bellwether sitemapsFor large sites, monitor templated sitemaps (by country, language, division)
Enterprise: Glitches can block new URL crawling, cause hreflang confusion, delay fresh content discovery.

6. Core Web Vitals

Location: Experience ? Core Web Vitals

Priority: Mobile first (Google's higher expectations for mobile).

MetricMobileDesktop
Good URLsTargetSecondary
Needs improvementFixMonitor
Poor URLsFixMonitor
Why URLs don't have good score: Click "Open report" → grouped example URLs by issue type. For threshold values and fixes, see core-web-vitals.

Tip: Historical chart is short; export to spreadsheet for longer trends. Share with dev team regularly; correlate dates with releases.

Layout (updated): Two tables--Poor or Need improvement; Good (click "View data about usable pages").

7. Enhancements (Rich Results)

Location: Experience ? Enhancements (Product snippets, Merchant listings under Shopping)

Status (updated): Two-tier?invalid (critical issues, may not appear) vs valid (no critical issues; may still have warnings). Warnings no longer top-level.

TypeExamples
ContentBreadcrumbs, FAQ, Events, Videos (see video-optimization), Job postings, Review snippets, Q&A, Discussion forums
ShoppingProduct snippets, Merchant listings
OtherRecipes, Datasets, Hotels, Vacation rentals, Profile pages, Practice problems, Math solvers, Image metadata
Note: Reports show sample items, not full list. Use URL Inspection for unlisted URLs.

8. AI Overviews (GSC Limitation)

  • GSC: AI Overviews clicks/impressions are not separated from organic in Performance report.
  • Workaround: Filter queries that tend to trigger AI Overviews to estimate AI-driven visibility:
(?i)^(who|what|where|when|why|how|which|is|are|can|does|should)|\b(vs|versus|compare|difference|pros and cons|guide|tutorial|best|top|list)\b

For GA4 AI traffic tracking, see ai-traffic-tracking.

9. Links & Disavow

Location: Links (inbound links), Security & Manual Actions

  • Links report: View links to site and pages; anchor text distribution.
  • Disavow file: Submit via GSC when necessary (manual penalty, toxic links). Use sparingly; over-disavowing can harm. See backlink-analysis for when to disavow.

Search Console API

Method: searchanalytics.query() --exposes all Performance report data.

Metrics

Clicks, Impressions, CTR, Position.

Dimensions

date, query, page, country, device. Search appearance (AMP, blue link, rich results). Filter by search type: web, image, video, news.

Limits

LimitValue
Rows per day per search type per property50,000
Rows per response25,000 (use pagination: startRow, rowLimit)
Data availability2-3 days after
Tip: Run daily queries for one day of data to avoid quota. Verify data presence first (dimensions: date only, no filters).

Optimization: Gzip compression; fields parameter for partial responses; pagination for large datasets.

References: Search Console API, searchanalytics.query

Monthly Audit Checklist

  • [ ] Performance: Clicks, impressions, CTR, position trends
  • [ ] Insights: Top/trending content and queries (if available)
  • [ ] Page indexing: Indexed vs not indexed (isolated views)
  • [ ] Why not indexed: Trend lines for key reasons
  • [ ] Sitemaps: All "Success"; indexed URL counts stable
  • [ ] Core Web Vitals: Mobile good/needs improvement/poor
  • [ ] Enhancements: No new invalid items (critical issues)
  • [ ] Links: No manual actions; disavow only if needed (see backlink-analysis)
  • [ ] Data exported to spreadsheet (month-end snapshot)
  • [ ] Charts screenshotted for history
  • [ ] Release notes reviewed for correlation

Output Format

  • Summary: Key findings, trends, anomalies
  • Metrics: Specific numbers and date ranges
  • CTR analysis: Actual vs expected by position; low-CTR high-impression pages
  • Title/meta opportunities: Pages with CTR gap; specific optimization suggestions
  • Action items: Prioritized fixes (indexing, CWV, sitemaps, enhancements, title/meta)
  • Correlation: Suspected causes (releases, config changes)
  • Next steps: Monitoring plan, dev handoff

Related Skills

  • title-tag, meta-description, page-metadata: Title and meta optimization for low-CTR pages; hreflang
  • xml-sitemap: Fix sitemap errors
  • indexing: Resolve indexing issues
  • core-web-vitals: CWV optimization; fix LCP, INP, CLS
  • mobile-friendly: Mobile Usability report; mobile-first indexing
  • schema-markup: Fix structured data / rich results
  • backlink-analysis: When to disavow; backlink audit
  • seo-monitoring: Full SEO data analysis, benchmark
数据来源:ClawHub ↗ · 中文优化:龙虾技能库
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