cyberneticlibrary

Audit programmatic pages for Google compliance

seo-programmaticskillsetup L26,595
AgriciDaniel/claude-seo
What it does

Analyze and plan programmatic page generation at scale

Best for

E-commerce, SaaS, or publisher needing 100+ programmatic pages with March 2024 Google Scaled Content Abuse guardrails.

Inputs
  • · Data source (CSV/JSON/API)
  • · Page count estimate
Outputs
  • · Data quality assessment
  • · Template design rubric
  • · Thin content safeguards
  • · URL pattern strategy
  • · Internal linking automation plan
Requires
  • · WebFetch (optional for source validation)
Preconditions
  • · Structured data source
  • · URL pattern rules defined
Failure modes
  • · Duplicate/near-duplicate records >80% overlap
  • · Stale data produces stale pages
  • · Mad-libs patterns (keyword swap only)
Trust signals
  • · Data quality thresholds (missing values, uniqueness checks)
  • · 40% minimum unique content between pages
  • · Quality gates at 100, 500 pages
  • · Post-June 2025 enforcement context
  • · Progressive rollout best practices (50-100 page batches)