Programmatic SEO planning and analysis for pages generated at scale from data sources. Covers template engines, URL patterns, internal linking automation, thin content safeguards, and index bloat prevention.
SkillScore88Maintained
Automatic
◆Marketing & Content pack
Last verified 9/19/2026
What it changes
Passed 21 of 24 test cases with the skill, and 14 of 24 without it.
Without skill58%
With skill88%
Checks it passed that the model alone missed
Enforces keeping URL lengths under 100 characters.
Recommends publishing in initial batches of 50 to 100 pages.
Reports that no programmatic template patterns were detected.
and 6 more in the full report
7 fixed14 passed either way3 still failing0 broke
Pass-rate lift
+29 pp
Tokens
+60%
Agent turns
0%
Response time
+18%
Model gemini-3.6-flashMeasured 9/19/2026v2 · latest is v321 of 24 cases passed with skill
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.
See it in action
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 7
Prompt
ServiceFinder's URL generator produces URLs like `/services/plumbing-repair-and-installation-for-residential-and-commercial-properties-in-downtown-north-austin-texas-78701?ref=seo_gen` for programmatic location pages. The dev team claims long descriptive URLs with query tracking parameters help ranking. Audit this URL strategy against standard programmatic URL rules.
What was checked, without and with the skill
Checked
Without skill
With skill
Recommends eliminating query parameters from primary programmatic content URLs.
Passed
Passed
Enforces keeping URL lengths under 100 characters.
Missed
Passed
case-09 · gemini-3.6-flash · 9/19/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md163 linessingle file
Programmatic SEO Analysis & Planning
Build and audit SEO pages generated at scale from structured data sources.
Enforces quality gates to prevent thin content penalties and index bloat.