AI Advisory prescribes and proves. It does not execute. Founding clients get more than the platform: we set up your entire account, run your first Citation Gap Audit with you, train your team to track Brand Echo, and consult on how to execute every prescription. Your team or your agency does the work. Founding clients also use the platform free until we measure a real lift: your citation rate on your tracked buyer questions up 5 points, or doubled if you start below 5%, held for two consecutive monthly measurements. We measure it on a locked set of buyer questions across all four engines, against a control set you did not touch, so an engine-wide change cannot count as your win. If that lift has not happened within six months, the free period ends anyway. Then it converts to a subscription so you can defend the position. Outside the program, the platform is self-serve on a paid plan, with a 30-day free trial. We are onboarding now.
Brand Visibility in AI research has clear concentration and reinforcement dynamics. The engines reinforce the brands they already recommend, so whoever builds their position first compounds the advantage every week the rest of the category waits.
Deals are now decided inside research phases your sales team cannot see. When buyers describe their situation to AI and your rivals are the ones being recommended, you are eliminated before you ever know you were competing. This is Brand Visibility failing silently.
AI engines cluster their recommendations around a small set of brands per category, and keep reinforcing that set. Brands inside the cluster keep getting recommended; those outside are largely passed over. The platform shows who holds it in your category, and what it takes to break in.
AI engines reinforce the brands they already recommend through their retrieval and training loops. Every day a competitor is being recommended instead of you, their authority signals compound and the reconnaissance work to displace them gets harder and more expensive.
Content built for traditional search quietly undermines your Brand Visibility in AI. Thin owned content, weak third-party corroboration, and no extraction architecture signal low confidence to AI engines. Every month that stays true, your position slips further behind the named rivals already building their signals.
Every founding engagement follows the same path from measurement to proof. We run the setup, the platform and the consultation. Your team or your agency runs the execution. Nothing is based on generic best practice. Every move is tied to something the platform actually observed in your category.
We set up your entire account: your brand, your named competitors, the buyer questions that matter and the engines to track. Then the platform measures Brand Echo across ChatGPT, Gemini, Claude, and Perplexity and runs competitor reconnaissance to show which named rivals are being recommended, in which decision contexts, and with which authority signals supporting them.
1 to 2 weeksTogether we map the decision contexts that matter to your pipeline and select the mix of The 5 Strategies that best fits your position, resources, and timeline. The platform turns the audit into a ranked list of prescriptions with priority levels, not a generic content plan.
Collaborative sessionYour team or your agency executes on two fronts in parallel, and we consult on every step. Off your site, that means the third-party authority signals AI engines actually weight, including earned mentions, expert commentary, review signals, and co-occurrence with the right category peers. On your site, it means restructuring content so AI engines can parse, verify, and confidently recommend what you already have. We tell you what to build, in what order, and why. You build it.
4 to 8 weeks to first measurable liftEach engine reads the web differently. As your changes ship, the platform re-runs the same buyer questions across the four AI engines to confirm you are surfacing consistently, not just in one. Anything that did not land gets re-prescribed, and we walk you through why.
OngoingBrand Visibility is not set-and-forget. The platform tracks Brand Echo, co-occurrence density, and named-competitor movement continuously, re-prescribes when a rival shifts tactics or an engine updates its behaviour, and gives you a live view of which prompts you own, which you are fighting over, and which you are losing. This is the defence layer. We train your team to read it, so you never depend on us to know where you stand.
Continuous