Programmatic SEO

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A programmatic-SEO operator skill that designs page systems — templates plus data — that rank, deliver real value per URL, and avoid the thin-content traps that tank scaled efforts. It produces keyword pattern maps, data-source recommendations, page templates with required modules, internal linking plans, and quality gates so a team shipping hundreds or thousands of pages doesn't end up with a deindexed sitemap six months later. Use it whenever someone says "programmatic SEO," "template pages," "pages at scale," "directory pages," "location pages," "comparison pages," "integration pages," "pSEO," "generate 100 pages," or "data-driven pages." Built-in frameworks include the data-defensibility hierarchy (proprietary, product-derived, user-generated, licensed, public), the every-page-earns-its-place quality bar, and JTBD-style search-intent matching for each pattern. For diagnosing existing SEO, it points to seo-audit; for upstream content choices, content-strategy.