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Glossary of terms

Neutral scan

Visibility in AI
A neutral scan is a measurement in which the brand name is not mentioned in the question. We ask the model questions about the category in the same way a customer would, and the brand must emerge in the answer of its own accord.
Last updated: 7 September 2026
What does that mean?

Why can’t the brand name be mentioned in the question?

A model that sees the brand name in a question will talk about it. This does not mean that it would mention it to someone who had not asked about it. A neutral scan removes this cue and is therefore the only metric that answers the question of actual visibility.
A neutral question

„Who provides [the service] in [town] and who can you trust?”

That’s the question asked by a customer who doesn’t know anyone yet. The answer reveals the brand’s actual position within the category.

A question with a clue

„Is Brand A any good? Compare it with Brand B.”

The name in the question hints at the answer. The result reflects brand awareness, not brand visibility.

In Aelo, a neutral scan covers the entire frozen set of queries and four models at once. We report the results from queries containing a brand name separately, as a benchmark, and never mix them with organic visibility.
All the key metrics are derived from a neutral scan: spontaneous visibility, proportion of responses i citation index.
In the product

Where can you see this in Aelo?

What does a neutral scan look like in Aelo?
Frozen query set The questions were set during the first scan and remained unchanged in subsequent scans, so that the measurements could be compared.
Four models in a single run ChatGPT, Claude, Gemini and Perplexity are asked the same questions on the same day.
Separate comparative item We report brand-name questions separately and never combine them with spontaneous awareness.
A full description of the method, including the principle of freezing the query set, can be found in methodology.
FAQ

Questions about a neutral scan

The questions most frequently asked in connection with this concept.
What is a neutral scan?

This is a measurement in which the brand name is not mentioned in the question. We ask the respondent questions about the category in the same way a customer would, and the brand must emerge naturally in the response.

Why can’t I include the brand name in the question?

Because a respondent who sees the name will mention it. Such a result indicates brand recognition, rather than whether the brand would have been mentioned to someone who hadn’t asked about it.

Are questions containing a brand name completely useless?

No, but they measure something else. We report them separately as a comparative item. We explain the difference in the article knows it, but doesn’t recommend it.

Can I carry out a neutral scan myself?

Yes, on a small scale. We explain how to go about it sensibly in the article how to find out what AI says about a company.

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