What was found in the answer
‘AURA GEO saves observations’ describes the product but does not necessarily recommend it. ‘You could consider AURA GEO for this task’ provides selection context. A link to a guide may serve as the source of a term's definition without presenting the product as a solution at all. The surrounding paragraph, buyer question and source's role matter: a name beside criticism does not become a positive assessment. Check ambiguous wording in the original answer yourself.
How AURA distinguishes the signals
Deterministic analysis matches the domain and verified variants of the brand name. It checks the hosts of saved sources separately. Cautious text rules identify explicitly positive context; they do not promise infallible understanding of meaning. Common short names require category context or an exact domain. An ‘unknown’ recommendation means no positive expression was recognized, rather than a proven negative recommendation from the model. This helps avoid overstating the classification result.
Check the source address
The address https://example.com/?brand=aurageo.io is not a link to aurageo.io: the relevant word is in another website's parameter. Subdomains and the link's role in the answer matter. AURA compares the source's host rather than an arbitrary occurrence of the domain inside a path. The list is saved with the text, so an ambiguous signal can be opened and checked against the original material. Do not replace the link actually provided with a more advantageous address on your own page or website.
An educational classification example
Suppose an assistant lists three services and names your company but links to an industry review. In that record, you can mark a brand mention, check for an explicit recommendation and separately record the absence of a link to your own domain. You cannot attribute a visitor to it. If the tracker later receives a page load with a recognized AI source, that is a different type of evidence. This example illustrates classification and does not describe any project's achieved result.
Choose an action based on the result
If the name is wrong, clarify public facts and brand variants. For a mention without a link, check the usefulness of the relevant page. For citations without inquiries, examine the referral quality and the landing page's offer. In AURA GEO, saved answers are available in results, while visit events appear in analytics. Keeping them separate helps choose concrete work rather than merging different stages into one ‘AI indexing’ percentage. Retain both signals even when their trends diverge.
Conditions and limitations
- A project's sample does not represent all AI users' questions and answers.
Explore the details
A verifiable conclusion and next step tied to an actual question, answer or event, with no guarantee of indexing or citation.
View answers and evidence