How often does AI recommend your business?
Get your score, see who AI names instead of you, and how sure we are.
Recommendation report: 7 AI engines including Google's AI Overview · 8 runs per question · evidence you can verify
Seven days free on the Console, card up front, cancel any time.
We do less than the big suites. On purpose.
No keyword database, no 40 reports to learn. Two questions answered with more rigor than anyone: does AI recommend you, and does AI cite your site as a source.
The comparison below is our Recommendation visibility report; Source authority runs its own protocol.
| OTW Signal | The big suites | Free checkers | |
|---|---|---|---|
| What you pay | From $3.99 once (any one AI Source, +$15 each after that). $29 re-checks. Nothing auto-renews. | $99 to $199+/mo per domain on an annual commitment: $1,188/yr and up. | $0, built to upsell you into a subscription. |
| Times each question is asked | 8 per engine, spread between runs measured and shown. | Once a day, no sampling disclosed. | Once. A coin flip. |
| Proof behind the number | Every raw AI answer + a margin of error on every number + a public methodology whitepaper. | Raw responses in pop-ups; no error bars. Their own docs call the numbers directional. | A single score. No transcripts, no methodology. |
| Real change vs noise | $29 re-check tells you statistically whether your number actually moved. | Daily deltas, no significance test. | Not possible from one run. |
Already paying for a suite? The honest side-by-side, including what they do better →
Open the real thing. All three are live, with sample data.
How often each AI names you
ChatGPT, Claude, Gemini, Perplexity and Google AI Overview measured separately, because they do not agree. Plus every competitor named instead of you and the fixes in priority order.
Open the sample report →
Whether that is changing
The same measurement re-run weekly and plotted against your competitors, so a competitor catching up shows as a line crossing rather than a surprise.
Open the live demo →
Every question, against every rival
Each buyer question tracked week by week against the competitors named instead of you, on every AI source separately. Switch between clients from the same screen.
Open the sample console →One report, weekly tracking, or your whole client book.
| Free analysis | Full report | |
| Signal Score | ✓ | ✓ |
| Competitors AI names instead | top ones | all, ranked |
| Raw AI answers (receipts) | – | ✓ |
| Mention rate + 95% CI | – | ✓ |
| Prioritized fixes | – | ✓ |
| Google AI Overview: what buyers see on Google | – | +$15 |
| Gemini / Claude / Perplexity | – | +$15 each |
20 real buyer questions, measured every week. You set the size, and the price follows it.
- 20 questions a week to start, on the AI Source you choose
- Want it daily, or a second AI Source? The price follows the work, and every Source after the first costs less than the one before it
- Up to 100 questions, added from the console. We write the first 19; the rest you word yourself, in your buyers' language
- Add AI sources, change how often, ask each question up to 8 times: the price follows the work
- Asked up to 8 times a sweep, so a move is provable instead of a guess
- Every raw answer kept, with score and competitor history
- Change alerts by email and Slack
- Read-only Data API (CSV/JSON)
Every client in one console, instead of one login per brand.
- Every brand you look after in one console
- Switch between clients without switching logins
- Weekly re-runs on the AI Sources you choose, up to all seven
- Read-only Data API across the whole book
- Named contact, onboarding included
None of these fit? Talk to us →
Every number has receipts. Click one.
One check would call this business visible or invisible on a coin flip. Eight runs per question, per source, give a range you can act on.
Choose what to understand
Whether AI recommends your business, or uses your site as a source. We crawl your site and confirm what you do before testing anything.
Test the right questions
Buying questions for Recommendation visibility, subject questions for Source authority, each asked repeatedly under its own protocol.
Deliver evidence and actions
A scored report: competitors named, raw answers, prioritized fixes.
AI visibility, answered
What is AI visibility?
How often AI assistants like ChatGPT name and recommend your business when people ask them for options. As buyers ask AI instead of searching, it matters as much as ranking on Google. Full guide →
Who is OTW Signal NOT for?
Enterprise brands and SEO teams that need daily longitudinal dashboards, keyword and backlink tooling, or AI data inside an existing Semrush workflow. If you check rankings every morning, keep your suite, and use us once a quarter to audit it.
Why not just ask ChatGPT once myself?
AI answers change from run to run, so one answer is a coin flip. We ask each question repeatedly on every engine and report a mention rate with a 95% confidence interval.
What does the free analysis include?
Your Signal Score, the top competitors AI names instead of you, and your top findings. No card, no payment.
What happens after I pay?
Your full report generates in one to three minutes and is also emailed to you; it stays in your account. If anything breaks after a charge, we fix it or make it right: support@otwmotion.com.
I already pay for Semrush. Why would I buy this?
Keep Semrush if your team lives in it. But its AI toolkit runs each prompt once a day, and Semrush's own knowledge base says no platform can provide exact numbers on visibility. For a recommendation report we ask each question 8 times per engine and put a margin of error on every number, with the raw answers attached. For $3.99 you can audit what your subscription is telling you.
Why is it so cheap? What's the catch?
No catch, a different business model. Subscription tools get paid whether or not the dashboard helps you; we get paid for the answer, so the report has to stand on its own. $3.99 covers the AI costs of your first report. We only earn more if you choose a $29 re-check or the Console, which starts at $59 a month, and nothing ever auto-renews.
You do less than the big suites. Why pay you at all?
We do less on purpose. No keyword database, no backlink audits, no platform to learn. We answer two questions with more rigor than anyone: does AI recommend your business, and does AI cite your site as a source, and how confident can you be in that number. If you need a full SEO platform, buy one. If you need a defensible answer you can forward to a partner or client, that is what this report is built for.
How is my data handled?
We crawl only the public pages of the URL you give us, never sell your data, and Stripe processes payment so your card never touches our servers. Details in the privacy policy.
Rather see it on your own site first?
Free, no card, about two minutes. It reads your site the way an assistant would and shows you what it finds.
Free, no card, about two minutes.
This page measures Recommendation visibility: is your business named when buyers ask who to choose. We also measure Source authority: is your site cited when readers ask a question. See that sample →