Programmatic Content Principles

Thousands of pages built from data can be the best thing on your site or the worst. These are the rules that keep them on the right side.

  1. Start from the intent set, not the database

    Cluster the queries first. Only build pages where there is demand and you can be the best answer.

  2. Unique means useful, not reworded

    Every page needs facts, comparisons or data the next page does not have. Spun boilerplate gets filtered.

  3. Templates carry structure, humans carry judgment

    AI drafts, editors verify. Brand rules, fact checks and a reviewer's name on every batch.

  4. Internal linking is part of the template

    Each generated page links to its cluster, its parent and its siblings. Orphans never get crawled.

  5. Control the index deliberately

    Decide what is indexed, canonicalized or kept out before launch, not after a crawl budget problem.

  6. Ship in buckets

    Launch a slice, measure clicks and impressions against control, then release the rest.

What we deliver for Programmatic content

The concrete work behind these principles, on the Services page.

See Programmatic content services

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