programmatic SEO QA prompt
Programmatic SEO QA prompt template
Review a batch of repeatable AI pages for duplicate intent, missing proof, weak links, and risky autopublish behavior before scaling.
Competitor pattern
Programmatic SEO generators sell scale; winning the same demand requires visible QA and dedupe controls.
Operators scaling AI pages from datasets, competitor lists, locations, or use cases
Prompt
Audit this planned page set: [page list or pattern]. Find duplicate intent, thin value, missing proof, and link gaps.
Group pages by unique buyer intent and reject pages that do not have a distinct reason to exist.
For each approved pattern, specify variables, required evidence, internal links, CTA, and review owner.
Return approve/revise/reject decisions plus a publish-order plan.
Expected output
- Intent dedupe groups
- Approve/revise/reject table
- Template variables and proof needs
- Batch publish order
Workflow
- Paste the planned page pattern.
- Run dedupe and proof checks.
- Keep only pages with unique intent.
- Map internal links and CTAs.
- Move approved pages into TrafficWins.