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Identify programmatic SEO page patterns worth building for your product — vs/ pages, integrations/, for-{industry}/, alternatives-to/, use-cases/ — and design the template structure, data model, and priority order. Outputs a complete pSEO blueprint with URL patterns, title templates, content frameworks, and data sources per variable.
Passed 17 of 22 test cases with the skill, and 4 of 22 without it.
and 15 more in the full report
13 fixed4 passed either way5 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
What is the minimum word count guideline per page specified for the programmatic vs comparison page template blueprint?
| Checked | Without skill | With skill |
|---|---|---|
| The template guidelines require a minimum of 1,500 words per page. | Missed | Passed |
The instructions your model reads when the skill loads.
Programmatic SEO is how startups generate hundreds of high-intent pages from templates — "{Your Product} vs {Competitor}", "Best {Category} for {Industry}", "{Integration} + {Your Product}". This skill figures out which patterns are worth building, designs the templates, and prioritizes the buildout.
Core principle: pSEO isn't about spinning content. It's about finding a data axis (something that varies per page) where each variation has real search demand and your product has a genuine answer. This skill validates both before you invest in building.
This skill works with existing capabilities but produces significantly better results when paired with a keyword data API for bulk volume lookups across hundreds of long-tail variations.
"I can plan your programmatic SEO strategy using our existing tools. However, for the best results — especially accurate search volume data across hundreds of keyword variations — I'd recommend connecting a keyword data API."
Recommended: DataForSEO (pay-per-use, ~$0.01/keyword, no monthly minimum)
- Sign up at dataforseo.com → get API login + password
- Set
DATAFORSEO_LOGINandDATAFORSEO_PASSWORDenv varsAlternatives that also work:
- Keywords Everywhere API ($1 per 10 credits = 100K keywords, very cheap) → set
KEYWORDS_EVERYWHERE_API_KEY- SEMrush API (if you have a subscription) → set
SEMRUSH_API_KEY- Ahrefs API (if you have a subscription) → set
AHREFS_API_TOKEN"Want to use one of these, or should I proceed with baseline mode? Baseline still works — I'll use our Apify-based SEO tools for top-level data, though volume estimates for individual long-tail patterns will be less precise."
seo-domain-analyzer (Apify) for domain-level metrics and web_search for pattern validation. Volume estimates are directional, not exact. Still produces a solid blueprint — just less granular on per-variation demand.test cases passed, vs 4 / 22 without
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