The answer comes from inside the model.
When a buyer asks an AI assistant which amplifier to get or what speakers fit their room, the answer comes from what the model already knows. Not from your website, not from a search. If the model has a thin or wrong picture of your brand, you're not in the answer..
Invisible brands don't get bought.
Visibility across the models that matter.
The check runs against seven leading AI models, always the current version. For each one you see how often your brand comes up, for which products, and where it doesn't come up at all.
Always the current frontier model.
The check never runs on last year's version. Every model in the panel is the one buyers are talking to today, and when a vendor ships a new frontier model, the check moves to it on day one. Your snapshot reflects what AI knows about your brand right now, not what it knew six months ago.
You choose where to look.
Each focus area is a product category at a price range, picked from seventeen categories. Loudspeakers between $5,000 and $10,000. DACs under $1,000. Compete in two segments, add the same category twice.
Reputation, read from the inside.
Beyond whether you're mentioned, the check reads what each model believes about your brand: what it's known for, what it's praised for, and what draws criticism.
Can AI read your website?
The check analyzes whether your site's structure and data let AI systems read your catalog and specs. This is separate from SEO. Sites built to rank often carry the most noise for a model to cut through before it reaches the product data.
Six competitors, side by side.
Add up to six competitors by name and domain. The report shows who gets mentioned more, who less, and where the gaps sit.
One report, ranked by what to fix first.
Scores for visibility, reputation, and technical readiness, and a prioritized list of what to work on. Each check is a snapshot. Order another later and compare what changed.
Part of the Hi-Fi Business Suite.
Once you know where the gaps are, the Business Suite is where you close them: verified specs, complete products, and a brand presence built for AI consumption.
For manufacturers
