Full SEO audit: Google Search Console data + URL Inspection API + PageSpeed Insights API + technical crawl + keyword research + metadata audit + schema markup audit + search intent analysis + Core Web Vitals monitoring. Feeds real GSC data and PageSpeed metrics into AI to surface quick wins, diagnose traffic drops, find content gaps, identify metadata mismatches, detect schema gaps, monitor page performance, and produce an actionable 30-day plan.
SkillScore68Maintained
Automatic
◆Marketing & Content pack
Last verified 8/12/2026
What it changes
Passed 12 of 18 test cases with the skill, and 5 of 18 without it.
Without skill27%
With skill68%
Checks it passed that the model alone missed
Executes show_gsc.py to present the GSC summary.
Saves persona files in ~/.toprank/personas/acme.com.json.
Caps deep technical page audits to a maximum of 5 pages total.
and 6 more in the full report
9 fixed6 passed either way7 still failing0 broke
Pass-rate lift
+41 pp
Tokens
+853%
Agent turns
0%
Response time
-54%
Measured 8/12/2026v1 · latest is v315 of 22 cases passed with skill · 18 comparable
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-3.8-flash on 10/19/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.
See it in action
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 9
Prompt
A site has 25 high-traffic pages flagged with potential indexation or metadata issues. What is the maximum number of pages that should be fetched for deep technical auditing in Phase 5?
What was checked, without and with the skill
Checked
Without skill
With skill
Caps deep technical page audits to a maximum of 5 pages total.
Missed
Passed
case-19 · gemini-3.6-flash · 8/12/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md3 linessingle file
Canonical NotFair workflow
Read ../../seo/seo-analysis/WORKFLOW.md completely, then follow it as the active workflow. Resolve every relative reference from that file against ../../seo/seo-analysis/.
XML sitemap audit — find and fix the sitemap problems that quietly waste crawl budget and slow indexing. Discovers the sitemap (robots.txt, /sitemap.xml, sitemap index), validates structure and size limits, and cross-checks the URLs it lists against reality: non-200 / redirected / noindex / canonicalized-away URLs that shouldn't be in a sitemap, plus indexable pages that are missing from it. Reviews lastmod accuracy, sitemap-index organization, and robots.txt reference. Use this skill whenever t