skills-ws/skills/programmatic-seo/references/core-philosophy.md

87 agent skills for AI coding assistants — marketing, growth, web3, dev, design & operations. Built for OpenClaw, Claude Code, Cursor, and Codex.

## Contents

- Core Philosophy
- What Google actually enforces (as of Jun 2026)

## Core Philosophy

Programmatic SEO is NOT "spin 10,000 thin pages and pray." It's building genuinely useful pages where **the combination of data creates unique value**. Every page must answer a question someone is actually asking.

**The Golden Rule:** If you removed the template chrome and just looked at the data, would the page still be useful? If not, don't build it.

### What Google actually enforces (as of Jun 2026)

pSEO is not banned — *low-value scaled content* is. Know the live policies, because they decide whether your project ships or gets deindexed. Verify current wording at the Search Central spam policies page (`developers.google.com/search/docs/essentials/spam-policies`):

- **Scaled content abuse** (March 2024 core/spam update, since folded into standing policy): "generating many pages... primarily to manipulate ranking and not help users." The trigger is *intent + lack of unique value*, not the method or the use of AI. AI-assisted generation is allowed; AI-assisted *thin spam at scale* is not.
- **Site reputation abuse** ("parasite SEO", enforced from May 2024, tightened since): hosting third-party content with little oversight to exploit a host's ranking signals. Relevant if you let partners/users publish templated pages on your domain — you own quality control.
- **Expired-domain abuse**: don't buy aged domains to fast-track a pSEO farm.
- **Helpful Content signals** are now baked into the core ranking system (not a separate update). "People-first content," demonstrated **E-E-A-T** (Experience, Expertise, Authoritativeness, Trust), and genuine first-hand data are the durable wins. Pure aggregation with no added value is fragile.

Practical read: every template must add information a user can't trivially get elsewhere (proprietary data, computed insight, real reviews, fresh pricing). "AI wrote unique-sounding paragraphs over the same three facts" is exactly what the scaled-content policy targets.

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