Programmatic SEO planning and audit — building or evaluating large sets of template-generated pages that target long-tail query patterns at scale (e.g. "[service] in [city]", "[product] vs [product]", "[tool] for [use-case]"). Covers data-source and template design, the thin/duplicate-content and doorway- page risks that get programmatic pages deindexed, uniqueness and value thresholds per page, internal linking and hub structure, indexation management (which pages to publish vs. noindex), and s
NewMaintained
Automatic
◆Marketing & Content pack
Last verified 8/17/2026
What it changes
Passed 8 of 23 test cases with the skill, and 15 of 23 without it.
Without skill67%
With skill33%
Checks it passed that the model alone missed
Explains that subfolder paths improve search crawler hierarchy interpretation.
1 fixed16 passed either way4 still failing2 broke
Pass-rate lift
-33 pp
Tokens
-3%
Agent turns
0%
Response time
-6%
Measured 8/17/2026v2 · latest is v517 of 23 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-3.8-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
A test case the skill fixed. Same model, same prompt, with and without the skill.
Prompt
A team member wants to structure our programmatic university degree lookup tool as `example.com/search?degree=cs&location=austin&level=bachelors`. Is this optimal, or should we restructure the URL architecture?
What was checked, without and with the skill
Checked
Without skill
With skill
Recommends migrating to clean hierarchical subfolders.
Passed
Passed
Explains that subfolder paths improve search crawler hierarchy interpretation.
Missed
Passed
case-21 · gemini-3.6-flash · 8/17/2026 · 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/programmatic-seo/WORKFLOW.md completely, then follow it as the active workflow. Resolve every relative reference from that file against ../../seo/programmatic-seo/.
Single-page SEO audit: deep content quality evaluation using Google's E-E-A-T framework, Helpful Content guidelines, on-page SEO factors, search intent alignment, technical signals, and readability analysis. Fetches GSC performance data for that specific page, crawls the live HTML, evaluates metadata, schema markup, internal linking, content depth, and produces a scored report with actionable fixes. Use this skill whenever the user wants to analyze a specific page or URL — not the whole site. Tr