Four families
Your site, independent sources, reviews and forums, press.
Sources of AI answers
The sources behind AI answers.
When an AI answer shows its sources, it shows you which pages your brand’s story rests on. Learn to read them, to recognise the ones you can improve and to turn them into work priorities.
In brief
Sources tell you where to work.
Many AI answers show the pages they draw on. It is the most concrete clue to where to act.
One job per family
You write, check, listen or ask for a correction.
An observed fact
A cited source is not a recommendation: read it with the sentence it supports.
Source families
Where an answer comes from.
The sources cited in answers about a brand almost always fall into four families. Recognising them tells you straight away who can act, and how.
| Family | Examples | What you can do |
|---|---|---|
| Your site | Product pages, terms, FAQ, about us. | Complete and update: editorial control is yours. |
| Independent sources | Industry guides, comparisons, encyclopaedias, directories. | Check the facts and report documented errors. |
| Reviews and forums | Experiences shared by customers. | Listen and solve real problems, never hide them. |
| Press | News and in-depth articles. | Start from the original source; request corrections with documents. |
Sources, counted
Which pages recur in the answers.
Cited sources shows which pages recur in answers about your brand and your competitors, by question, assistant and period. From a source you go back to the answer and the question.
A sample list of recurring sources in answers about a fictional brand and its competitors: type of source, recurrence and the work it suggests.
| Sample source | Recurrence | What it suggests |
|---|---|---|
| The brand’s spec sheet | In many answers about features. | Keep it up to date: it is your most-read source. |
| A trade magazine | In almost all comparison answers. | Check that it describes the current version. |
| A competitor’s website | In answers about alternatives. | Understand which question it covers better than you. |
Four questions
How to read a citation.
A useful citation is read together with the sentence it supports. These four questions turn a link into information you can act on.
| Question | Why it matters | What you take from it |
|---|---|---|
| Which sentence does it support? | It may support a detail, not the recommendation. | The source’s real weight in the answer. |
| Whose page is it? | Yours, independent or a competitor’s. | Who can step in. |
| Is it up to date? | An outdated page describes a product that no longer exists. | The priority of the update. |
| Does it recur across several questions? | A frequent source weighs more than an isolated one. | Where an intervention pays off most. |
What you can change
Work on the sources that depend on you.
You do not choose which sources an assistant will use. You can make your pages clearer, check independent ones and respond to real experiences.
Complete pages
Answer, on your own pages, the questions that others cover better.
Explicit facts
Data, terms and features written out clearly, with a date.
Errors reported
Ask those who publish guides and comparisons for documented corrections.
Frequently asked questions
Questions about the sources of AI answers.
Why a cited source is not a recommendation, why a competitor is cited and you are not, what we know about how sources are chosen and when an answer shows them.
Is a cited source a recommendation?
No. A citation indicates a page linked to the answer, not a preference. The recommendation is read in the text and counted separately.
Why is a competitor cited and not me?
Often their page answers the question more explicitly. Compare the two pages on the same information before rewriting.
Do you know why a model chooses a source?
No, and no one outside can know. You observe the sources shown and how often they recur: that is measurable, the model’s internal choice is not.
Do all answers show sources?
No. It depends on the assistant and the mode. Citations are counted only on answers where sources can be assessed.
Related paths
After “Sources of AI answers”, the next step.
The guides explain the concepts with examples on fictional brands. From here you continue with the other guides, the methodology and the features that apply them to your brand.
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