seo-programmatic

Build and audit SEO pages generated at scale from structured data sources. Enforces quality gates to prevent thin content penalties and index bloat. Evaluate the data powering programmatic pages: Design templates that produce unique, valuable pages: Google's Scaled Content Abuse policy (introduced March 2024) saw major enforcement escalation in 2025: Enhanced quality gates for programmatic pages: Recommendation: The WARNING gate at 60% of content is shared template boilerplate Unique content % = (words unique to this page) / (total words on page) × 100 Measure against all other pages in the programmatic set. Shared headers, footers, and navigation are excluded from the calculation. Template boilerplate text IS included. - CSV/JSON files : Row count, column uniqueness, missing values - API endpoints : Response structure, data freshness, rate limits - Database queries : Record count, field completeness, update frequency - Data quality checks: - Each record must have enough unique attributes to generate distinct content - Flag duplicate or near-duplicate records (>80% field overlap) - Verify data freshness; stale data produces stale pages - Variable injection points : Title, H1, body sections, meta description, schema - Content blocks : Static (shared across pages) vs dynamic (unique per page) - Conditional logic : Show/hide sections based on data availability - Supplementary...