Here's the method, the measurement, and what it takes to get named in the AI answers your buyers actually see.
Five AI surfaces. Real B2B buyer queries. Measurable before and after.
AI engines answer before the user clicks. The traffic your SEO team fought for is now being absorbed by zero-click responses.
Traditional search volume by 2026, AI chatbots & virtual agents
ChatGPT weekly active users
Of Google SERPs now show AI overview
Citations replace rankings. Recommendation replaces ranking. The brand decision forms before the site visit.
A buyer asks "what's the best solution for X?" We make sure your content is what the engine cites, not a competitor's.
A developer or operator uses an AI agent to build or evaluate. We make sure your product is what the agent recommends, without being explicitly asked.
Measured monthly. Reported in plain numbers.
We run your brand across all five AI engines using real B2B buyer queries, send back a report showing where you appear, how you're described, who's being cited instead of you, and the biggest gap to fix first. All in 48 hours.
Outcome: Know where you stand before spending a dollar.
The full picture. A deep audit across every engine, a complete gap map, the competitive citation analysis, and a prioritised fix roadmap. Where you are, why, and what to do next.
Outcome: The real picture, paid.
We fix what the audit found. Unblock the AI crawlers, sort out your structured data, and publish the comparison and category content that shifts authorship to your domain. Visible movement inside 30 days.
Outcome: Fast, visible, on-site.
We run AEO and GEO end to end. Content and authority for the questions your buyers ask, plus positioning across the surfaces AI reaches for when engineers build. Share of Model tracked every month across all five engines. Scoped to your category once we've seen the audit. Month-to-month, no long-term contract.
Outcome: Become the default answer in your category.
Everyone starts with the Free AI FastCheck. The Diagnose audit is the paid version, for teams that want the full map.
We don't promise·that an LLM will start citing you tomorrow
We do promise·to remove the reasons it currently doesn't cite you
We prove·with measurements · prompts · citations · source traces
We re-measure·30/60/90-day post-fix re-measurement cycle
We run your brand across five AI engines on the exact queries your B2B buyers use during evaluation. You get a Free AI FastCheck report showing where you appear, how you're described, who the engines are citing instead of you, and the single highest-leverage gap to close first.
No pitch. No obligation. Just data.
Find out where I standWe run your buyers' real questions across all five engines and freeze a baseline. Same questions every month after that, so we're moving the results and not the yardstick.
No more guessing where you stand.
Unblock the crawlers, fix the structured data, and make sure the engines know what you are. Most companies are being described wrong because nothing on their site tells the engines otherwise.
AI can finally read you.
Every question and every build decision is its own fight. Sometimes nobody owns it yet and we get there first. Sometimes a competitor's page or a popular Stack Overflow answer owns it, and we have to be better than that specific source. Often the right answer is already sitting on your site or in your docs, just in the wrong place, so we move it to where the buyer or the AI is actually looking.
You show up in the answer.
The answers change constantly. Across our monitoring, who gets cited turns over by 40 to 60% month to month. So we re-run the same questions, see what moved, and put the work where the ground shifted. Every month you get the numbers and what we did about them.
You stay in the answer.
The engines don't only read your site. They read comparison articles and review profiles when a buyer's asking. They read GitHub, Stack Overflow, package registries and developer docs when an AI's helping someone build. Part of the job is getting your claims onto the surfaces the engines already trust for both, with every one of them pointing back to your page. Otherwise the credit lands on whoever republished you.
For buyer questions
For build decisions
Share of Model. How often your brand is cited versus competitors, across both the questions your buyers ask and the build decisions AI is helping engineers make. We re-run the same prompt set across all five engines every month and report the movement against your baseline. No vanity metrics, no directional claims without data.
How often your brand is cited across the full buyer question set versus competitors. Your headline number each month.
Whether you're gaining or losing ground as a cited source month over month. The trend line that shows momentum.
How the engines describe your brand. Not just whether you appear, what category and use case they associate you with. The framing is the deal.
Whether you hold up when an engine answers from its training corpus, not just live search. The durability signal.
Actual visits and conversions arriving from AI engines, tracked in GA4. The revenue signal that connects visibility to pipeline.
Find out who's writing the answers.
Find out where I stand