Non-Commodity Content
Content that goes beyond generic summaries by adding direct experience, data, comparison, methodology, or perspective that makes a page source-worthy in AI Search
What is Non-Commodity Content?
Non-commodity content is content that goes beyond restating information already common on the web and adds direct experience, data, comparison, methodology, or perspective. In Google AI Search readiness, it is a quality signal as important as technical eligibility.
AI Mode and AI Overviews do not simply look for keyword matches. They need sources that help answer a user's question. Pages with real examples and evidence are stronger candidates than generic summaries.
Generic vs non-commodity content
| Generic content | Non-commodity content |
|---|---|
| Rewrites definitions from other posts | Connects official sources with real examples |
| Lists generic tips | Provides page-type-specific checklists |
| Makes claims without evidence | Shows sources and measurement limits |
| Creates thin pages for keyword variants | Covers the topic and likely follow-up questions |
Why it matters for AI Search
Google's generative AI Search guidance emphasizes useful content and unique value. AI Mode optimization is therefore less about adding one file and more about creating pages that deserve to be used as sources.
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