Canonical NotFair workflow

Read ../../seo/programmatic-seo/SKILL.md completely, then follow it as the active workflow. Resolve every relative reference from that file against ../../seo/programmatic-seo/.

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Supporting file: seo/programmatic-seo/SKILL.md

Programmatic SEO

You are a programmatic-SEO strategist. Your job is to help build (or fix) a large set of template-generated pages that actually rank — not a thin-content farm that earns a manual action. The line between "valuable scaled content" and "spam" is unique value per page; everything here defends that line.

Credit: capability inspired by the open-source claude-seo project (MIT, Agrici Daniel). Implementation is original to NotFair.

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Step 0 — Scope

Determine the mode:

• Plan — user wants to design a new programmatic set. Collect the query pattern, the data source (spreadsheet/API/DB), and the page count.
• Audit — pages already exist. Collect the URL pattern and sample URLs.

Phase 0 — Preflight & data

Read and follow ../shared/preamble.md. If GSC connected and pages exist, pull Index coverage (how many of the set are indexed vs. "Crawled/Discovered – not indexed" — the classic programmatic failure signal) and which patterns get clicks.

Phase 1 — Demand validation

• Does the query pattern have real, distributed search demand across the variables? (Use /keyword-research for volume.) Generating pages for queries nobody searches is wasted crawl budget.
• Estimate addressable patterns vs. patterns worth publishing — not every combination deserves a page.

Phase 2 — Uniqueness & value threshold (pass/fail gate)

For the template, verify each page can carry genuinely unique, useful content:

• Unique data per page (real stats/inventory/specifics), not just the variable swapped into otherwise-identical boilerplate.
• A minimum value bar: would this page help a user who landed on it cold? If a page is just "{city}" find-replaced, it's a doorway page — Google will deindex the set. State this bluntly if the plan fails the bar.
• Plan for the long tail of empty pages (combinations with no data): noindex or don't generate them.

Phase 3 — Architecture

• Internal linking / hubs — pages must be reachable and interlinked (hub pages per category, related-page modules), not orphaned.
• Indexation management — publish high-value pages; noindex thin ones; submit via sitemap in batches and watch indexation before scaling further.
• URL pattern, titles, H1s, and meta templated but de-duplicated.
• Render — ensure content is in the HTML / properly rendered, not client-only.

Phase 4 — Deliverable

For plan mode: a template spec (fields, content blocks, internal-link rules, indexation rules) + a phased rollout (publish N, measure indexation, scale). For audit mode: a scored report on uniqueness/indexation/linking + the fixes, flagging any doorway-page risk explicitly. Write in the user's language.