What is Information Gain?
Information gain is the new, original information a page adds beyond what other pages on the same topic already say, such as first-party data, examples or expert insight.
By the AIO Automatic team · Last updated
What is information gain?
Information gain describes how much genuinely new information a page contributes compared with existing results. A page that repeats the same points as ten others adds little. A page with original data, a unique framework, real examples or a clear point of view adds a lot, which gives search and AI engines a reason to use it.
How do you add information gain to a page?
Publish things only you can: first-party data from your own work, specific numbers, screenshots, case examples, tested comparisons and plain opinions backed by experience. Put the original element near the top and state it clearly so an AI engine can quote it. Avoid rewriting what already ranks.
| Low | High |
|---|---|
| Generic definitions | Definitions plus real examples |
| Restated listicles | Tested comparisons with criteria |
| Vague advice | Specific steps and numbers |
| No sources | First-party data with method |
Frequently asked questions
Is information gain a Google ranking factor?
Google holds a patent on information gain scoring. Whether or how it is used is not public, but original content is consistently what AI engines choose to cite.
Can AI-written content have information gain?
Only if you supply the original inputs: your data, examples and expertise.