What we measured about it: 1,600 times a month of demand at $48.29 bids, in a category where most sellers cannot produce a method line.
Run on your market, a read shows: your visibility measured once, properly, before any subscription: your real search demand under every phrasing, which AI answers in your market are open, partial or closed (with the evidence), what your competitors run in the public ad archives, and your break-even numbers computed from your own economics.
Book the 20-minute callor read the measured pieces first →What should an AI visibility tool do?
A real AI visibility tool must do four things: run a fixed question set drawn from actual search demand (not brainstormed prompts), record answer presence and citations on a schedule (because answers change between pulls), attribute citations to sources with enough context to judge displaceability, and show diffs over time rather than snapshot scores. Anything without all four is a screenshot generator. The category is young: 'ai visibility tool' is searched 1,600 times a month in the US at difficulty 16, with advertisers paying $48.29 per click. (Nukebook, 2026-08-28.)
Adjacent demand confirms the intent: "ai visibility tracking" 480 searches a month and "ai share of voice" 50 searches a month. And the stakes are mainstream, not niche: across our three measured markets, AI answers appeared on 38% to 67% of commercial questions. measured
The free version, honestly
Twenty real buyer questions, asked monthly in the engines your buyers use, recorded in a spreadsheet with dates and cited sources. That is a functioning AI visibility measurement. Tools add scale, scheduling and diffing: worth paying for at volume, not magic at any price.
The buying tell
Ask any vendor for their method line: how many questions, how often re-pulled, how citations are attributed. A vendor who measures will answer in numbers immediately. A vendor who models will answer in adjectives.
Disclosure: we sell a one-time measured read, not a tool or retainer, and take no commissions on anything named on this page.
One read: your demand, your winnable AI answers, every competitor's ads, and your site's catch rate. Price and scope on a short call, plainly.
Book a call or see what a read contains →