programmatic-seolisted

# Programmatic SEO A senior SEO strategist's playbook for designing and running programmatic SEO programs that produce durable traffic instead of penalty-bait. Programmatic SEO has a complicated reputation. Sites like Zillow, Airbnb, TripAdvisor, Indeed, and Yelp have built billion-dollar traffic engines on pSEO. Other sites have built pSEO programs that got hit by Google's helpful-content updates and lost 80% of their traffic in a week. The difference is rarely the technique; it is the underlying data quality and the quality control discipline at scale. This skill is the playbook for getting that distinction right. It assumes you have decided what keyword space to target (see `seo-keyword`) and how the broader content program is shaped (see `content-strategy`). It does not write individual editorial pieces (see `content-and-copy` for that) and does not architect editorial topic hubs (see `pillar-content-architecture` for that). What it does is teach the discipline of generating high-volume pages programmatically from structured data sources without producing thin content, duplicate content, or scale-without-substance pages that get penalized. When to use this skill: deciding whether pSEO is a fit for the program at all (the most important question), designing a new pSEO system, auditing an existing pSEO set that is not ranking or has been hit by an algorithm update, or building quality-control discipline for a pSEO program that grew faster than its quality processes. --