[ Free tool ]
Is AI visibility worth investing in for your brand?
Type your domain, answer one question. You get a verdict on five criteria, and with two numbers of yours, what it is worth in revenue.
What would AI visibility do for you?
/ai-visibility-roi
[ How the estimate is built ]
Your industry, your market, your goal. Then your numbers.
Every coefficient is on the report with its basis. The result is a directional estimate, never a traffic forecast.
- 1We read your siteWhat you sell, to whom, in which market. One read of the homepage.
- 2Five criteria from our industry tableConsideration, competition, AI adoption, differentiation, reputation risk. Thirty industries, each scored from evidence.
- 3A verdictHigh, medium or low potential, and why, in one line per criterion.
- 4Your numbers turn it into moneyNew customers a month and their value, against the share of buying decisions AI already shapes. Six months, twelve, and each year after.
[ Questions ]
How can the ROI of AI visibility be estimated?+
From the revenue AI already shapes. Your new customers a year times their value, times the share of buying decisions that consult an AI assistant (5, 10 or 20%, by how considered the purchase is), times the share of those conversations you can be part of after a year of work. Profit at your industry's margin against what you would invest gives the ROI. Every line is on the report.
How much should I prioritise AI visibility?+
More when buyers research before choosing, when the shortlist is crowded, when your buyers already use AI, when offers look alike, and when a wrong description costs trust. The five criteria score exactly that for your industry.
Does it work for my industry?+
Thirty industries are in the table, from B2B software to restaurants. Anything outside lands on a median row and the report says so; you can pick the closest row yourself under the report.
Is it accurate?+
It is directional. AI visibility cannot be attributed like ads, so the model uses your numbers, an industry profile and the same assumptions we use in our audits, all printed. Correct any input under the report and it rescores.
How many estimates can I run?+
Two a day.
Want to know where you stand today?
We test your buyers' questions live on five AI engines and show you who gets named instead.
Twenty minutes on a call and you leave with the snapshot.