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Source authority

Source authority
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In plain terms

Source authority explained

It is not domain rating, though the two correlate. A niche Indian trade publication can outweigh a large generic site on a category question, because the retrieval step is topical. Community sources punch above their weight for product opinions, which is why Reddit and Quora threads keep appearing in answers about what to buy.

The implication for PR is uncomfortable but clear: a placement that no engine retrieves is a placement that does nothing for AI visibility, however good the logo looks in a deck. Choose targets by whether they already appear in your category's answers.

Measure it directly. Your citation gap analysis tells you which sources the engines actually pull from in your category. That list is your media plan.

One definition is worth more than ten opinions

Every term here links to the service that owns the work and the tool that measures it.

Check it yourself

Three things you can test this week

None of these need a tool or a vendor. They take an afternoon and they tell you whether source authority is actually your problem.

01
List every source cited across your prompt set. That list, not a media wish list, is your PR target.
02
Check whether community threads appear. In product recommendation answers they usually do.
03
Discount sponsored placements in your own scoring, because retrieval systems often do.

Our own measurement method, with its definitions and stated limits, is published on the method page.

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How we work

The definition is the easy part

Knowing what a term means takes five minutes. Knowing whether it is your problem takes an afternoon, and knowing what to do about it takes a method.

Every glossary page here ends with three checks you can run yourself and the primary sources behind them, because a definition you cannot act on is trivia.

Sources

Primary sources

Primary documentation for the mechanics described on this page. All published by the organisations that operate the systems in question.

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FAQs

Source authority: common questions

Do paid placements count?

They can be retrieved like anything else, but sponsored and syndicated content is often weighted down, and it rarely carries the independence signal that matters.

Are community sites really that influential?

In product recommendation answers, yes. Participate honestly rather than astroturfing, which gets detected and removed.

How do I pick PR targets for AI visibility?

Run your prompt set, list every source cited, and target those first.

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