Lesson 4.3 · 15/3215 min6 sources
Information Gain: Create Content AI Can't Get Anywhere Else
Information gain content gives AI engines facts they can't find elsewhere: first-party data, original research, expert quotes and tested opinions.
You'll be able to
- ✓Define information gain and non-commodity content
- ✓Accurately describe what the GEO paper found about statistics, quotes and citations
- ✓Mine support tickets, sales calls and product data for original insights
- ✓Recognize the risks of mass-produced AI content
The short answer
Information gain is what your page adds that other pages don't: first-party data, original research, expert quotes, real examples and tested opinions. Google's AI search guide warns against recycling what others have said or what an AI model could easily produce. AI engines already know the commodity answer. They need you for the facts only you have.
Inside this lesson
- Commodity vs non-commodity content
- What the GEO paper actually found
- Six kinds of information gain
- How to mine internal data
- The mass AI content trap
- Hands-on exercise + knowledge check
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