Know where you actually stand
A simple score out of 100, plus the headline you can repeat to your board: named in 34 of 60 answers, first choice in 9 of them, up from 6 last month.
See how the score worksYour buyers already ask ChatGPT, Claude, Gemini and Perplexity what to buy — and most never reach your website. See what all six AI assistants say about you, catch the moment a competitor takes your place, and get the exact fix that wins the recommendation back — delivered automatically, every week.
Fourteen days of full access. No card, no contract, cancel any month. Every week you wait is another week competitors get recommended instead of you.
Illustrative example data
Product walkthrough
One cycle, start to finish: the questions we ask, what the AI answers, why a competitor got named instead of you, and what we hand you to fix it.
4 min · no signup
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In one paragraph
It is your early-warning system for lost AI recommendations. It watches what the major AI assistants tell your buyers about you, flags the moment a competitor wins your place, and hands you the fixes ranked so the fastest, highest-impact one comes first — while the revenue is still winnable.
What you get
Whether you are being recommended, who is being recommended instead, and what to do about it this week. No dashboards full of charts you will never open.
ChatGPT, Claude, Gemini, Perplexity, Google AI
Written from your real pricing and features
10 questions × 6 assistants
Ranked by how fast it pays off
How it works
Connect once. From then on the monitoring, scoring, alerts and drafted fixes run on their own — you just see what changed and what to ship.
Connect your website and competitors once. From then on you see the ten questions real buyers ask and what every major AI assistant answered — who got named, who got picked, and where you stood.
Your market, monitored every week
Your answers are re-checked across ChatGPT, Claude, Gemini, Perplexity and Google’s AI answers every week. The moment a rival replaces you — or the AI says something wrong about you — you get the exact quote and the source behind it.
Alerts with evidence, not just scores
Every result comes with the reason. Maybe a competitor’s pricing page is clearer, a review site never mentions you, or the AI simply cannot read part of your site. You get the actual quote, not a score with no explanation.
The exact sentence and the source behind it
A ranked action list ordered by fastest payoff first — starting with a five-minute answer to the exact objection the AI raised. Copy it, publish it, or ask us to do it for you.
From five minutes, ranked by payoff
Everything included
Bundled into one subscription. No add-on modules, no “contact us for the AI features”.
A simple score out of 100, plus the headline you can repeat to your board: named in 34 of 60 answers, first choice in 9 of them, up from 6 last month.
See how the score worksIf an AI starts warning buyers off you, makes up a price you do not charge, or quietly drops you from its shortlist, you hear about it with the exact quote and a prepared response.
How the alerts workA 100-point health check of your site: can the AI crawlers even get in, is there an llms.txt file, is your pricing machine-readable, and is a robots.txt rule quietly hiding you.
See the 100-point checkAnswers written to the exact objection, an llms.txt file, the schema that tells AI who you are, and an honest comparison page. All drafted for you, with placeholders where we need a real number.
See what you getSix new buyer questions every run, based on the gaps in your own data — the frustrated switcher, the tight budget, the “what do Reddit and G2 actually say” query.
How we find themEvery fix you complete gets its score frozen before you start. When the next week’s answers come in you see exactly what moved — and what did not. No vendor can promise a specific lift; we show you the measurement.
How we prove itGo deeper
Six head-to-head comparisons that concede where rivals win, four per-surface playbooks, the exact scoring formulas, and the agent integration your engineers will ask about.
Otterly, Profound, Peec AI, Writesonic, Semrush and Geoptie — each with an honest concession, a side-by-side matrix and a migration path that keeps history.
Compare all sixHow each assistant answers differently — retrieval fleets, shortlist structure, consensus rules — and the fastest fix per surface.
Read the engine playbooksPosition weight, five stance multipliers, 0–100 normalization, the 100-point audit split and the forecast model with its caveats.
Check the mathSix brand-scoped MCP tools over Streamable HTTP for Cursor, Claude Desktop and your own scripts.
Connect an agentWhile you decide
Your competitors are in this week's answers. Are you?
Every buying question your market asks this week gets answered with or without you in it. Start your free cycle today and see exactly where you stand before next Monday's check.
Proof you can forward
One page: where you stand, who is beating you and why, what the site is doing wrong, and the ninety-day plan. Export it as a PDF or send a private link.
What you walk away with
We start with the thing that takes five minutes, because that is usually what changes the answer fastest. Every asset comes drafted, with anything we could not verify left clearly marked for you to fill in.
We never invent facts
If we do not know your real pricing or your real review count, we leave a marker for you to fill in. No fake numbers and no made-up badges — the fastest way to lose an AI’s trust is to be caught overstating.
A ≤45-word direct answer to the exact objection the engine raised, plus FAQPage JSON-LD.
A complete /llms.txt file: proposition, capability matrix, pricing, key pages, contact.
Organization JSON-LD with sameAs slots and step-by-step placement instructions.
An honest comparison page with a capability matrix, when-to-choose-each, and migration friction.
A non-promotional, affiliation-disclosing contribution draft for the source that decided the answer.
Why this matters now
A buyer used to get ten links and click around. Now they get two or three names and a reason. If you are not one of those names, nothing in your analytics will ever tell you it happened — those are deals you never got to compete for.
The AI names two or three options and stops. Being fourth is the same as not existing, and no impression or click records the loss.
Answers are built from review sites, forums and comparison posts. If those describe you narrowly, the AI recommends you narrowly — however good your own pages are.
Models get re-indexed constantly. A first-choice position can become an also-ran in one week with nothing changing on your side.
Measuring once a quarter hides the fall entirely. Measuring weekly tells you which week it happened and which fix brought it back.
The assistants we cover
Google’s AI Overviews and AI Mode are two different experiences built on the same search index. We report them separately and never pretend they are two different companies.
Before you buy
Every vendor has limits. These are ours, in the place you will actually read them.
We check every Monday rather than watching continuously. That is deliberate: a weekly reading is what tells you which week a position moved. If you need a live feed, we are the wrong tool.
The “what being left out may be costing you” figure is a model based on your own decision-stage questions, not a measurement of lost revenue. We label it as an estimate everywhere it appears.
Judging whether a paragraph counts as a recommendation is a language task, and language tasks are occasionally wrong. You can correct any citation in two clicks and the score updates immediately.
We write the Reddit reply, the review-site contribution and the outreach note. We never post them. Publishing under your name is your call, always.
Pricing
Run it yourself and hand the fixes to your team, or have us do the implementation. Same data, same weekly checks, different amount of your time.
Tier 1 · Self-serve
$149per month
For teams with internal engineering and content bandwidth.
Tier 2 · Done-for-you
$2,500–$3,500per month
We become your AI search engineering partner and ship the fixes.
What we will not do: promise you a score increase
Nobody controls what six independent AI assistants say next week. What we commit to is measurement: the score is frozen the moment you mark a fix complete, and the next week’s reading shows what actually moved. If a fix did nothing, the report says so. Compare both plans in detail.
Common questions
These are also published in a machine-readable format, so an AI answering the same question quotes exactly what you read here.
AI search visibility is whether conversational engines name your brand when a buyer asks for a recommendation. Instead of ten blue links, ChatGPT, Claude, Gemini, Perplexity and Google AI surfaces return a two-to-three option shortlist. If you are not in it, no click, no impression and no analytics event records the loss — the buyer simply never learns you exist.
Each brand tracks ten grounded buyer-intent prompts across six AI surfaces, producing sixty checks per weekly cycle. Every check yields a recommendation stance, a sentiment, a position and a citation list. Visibility is position-weighted and stance-weighted, then normalised to a 0–100 score so it is directly comparable week over week.
SEO optimises for a ranked list of links. AEO optimises to be the extracted answer. GEO optimises to be the source a generative engine reasons over and cites. The same foundations serve all three, but AEO and GEO weight structure, crawler access, entity clarity and third-party corroboration far more heavily than keyword density.
Run generation, response extraction, scoring, drift detection and remediation drafting are automated. Answer collection runs on a weekly cycle rather than continuously, so this is drift detection — not live monitoring, and not a real-time alerting system.
Every gap becomes a ranked asset with an effort badge, ranked by time to value: a five-minute objection-buster answer, an llms.txt file, entity disambiguation schema, a versus blueprint, then citation authority outreach. Each one ships with draft copy you can paste or hand to our engineers.
Yes. The platform exposes a Model Context Protocol server at /api/mcp with six brand-scoped tools covering citation reports, prompts, sources and the action queue, authenticated with per-brand bearer tokens so an engineering agent can pull visibility data into your own workflows.
Start here
Connect your site and competitors in minutes and see what AI tells your buyers about you — before another round of recommendations goes to your competitors. Fourteen days free, no card required.