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AI visibility, measured then fixed

Your buyers ask ChatGPT before they ask you. We measure whether AI names you, then we fix it. Receipts included.

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Updated August 14, 2026

The short answer

AI assistants now answer the category questions buyers used to ask search engines, and most brands have no idea what those answers say. Adveron's AI visibility program, in early access, measures it honestly: fixed prompt panels run repeatedly across engines, being named and being cited scored as separate metrics, and every reported number traceable to the answers behind it.

2metrics scored separately: named and cited
3+runs per prompt, averaged, per engine
24hrefresh on the earned surface underneath

Single spot-checks of AI answers mislead: the same prompt produces different answers across sessions, models, and phrasings. Trustworthy measurement needs a versioned prompt set, multiple runs averaged per engine, engines tracked as separate series, and both metrics scored, because being the machinery behind an answer and being named in it are different achievements on different clocks.

The fix side works the retrieval lever: the earned surface engines cite, the structure they quote, and the freshness signals they weight. Measurement tells you whether it moved; the same panels that found the gap read the repair. This lane is young and the incumbents in it are already fighting trust problems, which is why the program leads with methodology rather than promises: versioned prompts, disclosed runs, both metrics reported, receipts attached.

Runs on

/v1/brands/{brand_id}/mentionsThe citable earned surface, with source links.
/v1/brands/{brand_id}/mentions/summaryWhere citable coverage concentrates, by source type.

Questions teams ask

Can AI visibility actually be measured?

Yes, with discipline: fixed prompts, repeated runs, per-engine series, and named versus cited scored independently. What cannot be trusted is a screenshot of one answer on one day.

How fast can AI answers about a brand change?

Citation of your pages can move in weeks, because it rides retrieval. Being named unprompted moves slower, on third-party coverage and model updates. A serious program measures both and sets expectations accordingly.

Keep reading

Track how AI talks about youThe job-level view of the same lane.MCP serverAgents reading the same intelligence directly.

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Adveron is opening to a first wave of teams. Ask for a key and we will open your workspace with one credential for REST and MCP. Usage-priced credits, no seat licenses.

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Adveron — brand, category, and audience intelligence.
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