The shortlist is the funnel
If the assistant names three tools and you're not one, there's no impression to win back — and nothing for GA4 to even show you.
More of your pipeline now starts inside ChatGPT, Perplexity and Google's AI answers — and they hand back a shortlist, not ten blue links. If you're not on it, you never enter the deal. We measure exactly where you stand, and fix it.
> best product analytics for B2B teams
Based on current reviews and comparisons, the tools most often recommended are:
The answer engines don't rank pages — they recommend products. That recommendation is built from a specific set of signals on and off your site. Most B2B sites are missing two or three of them, which is exactly why the AI quietly skips them.
If the assistant names three tools and you're not one, there's no impression to win back — and nothing for GA4 to even show you.
Citations come from review presence, structured data, extractable content and earned mentions — all measurable, all fixable.
ChatGPT, Perplexity and Google AI Overviews pull from overlapping but different sources. You can be visible on one and invisible on the next.
We run your real buyer queries across the major engines and grade six dimensions into one GEO score — every number references the exact query, engine and source it came from.
How often you appear at all when buyers ask.
Your presence versus the competitors named instead.
How stable your visibility is across engines and runs.
How broadly the AI's sources reference you.
Whether high-trust sources carry your mentions.
How many engines surface you at all.
A free one-page read of where AI search puts you today — which engines name you, and who they name instead.
The complete GEO score across engines, the gap analysis, and a roadmap ordered by impact versus effort — built to be handed to your team.
We re-run the same query set every month, track movement against branded search, and keep you ahead as the models change.
Prices in USDGBP · billed via Paddle · we sell the work and the leading indicators, never guaranteed AI rankings
llms.txt & AI-bot access3-month minimum · annual prepay = 2 months free (~17%) · cancel anytime after the minimum
Who runs this
I spent years making sure email actually reaches the inbox. AI search is the same fight — being present where the decision gets made.
Founder-led, not an agency funnel. No VC, no sales team, no call centres. The same deliverability and data background that kept cold email landing now goes into AI-search visibility: rigorous measurement, no vanity dashboards, every claim traced to a real query and source — signed off personally.
Prefer not to hop on a call? Neither do I. Everything runs async over email — your reply reaches me directly, not a ticket queue.
Free one-page snapshot. No call, no commitment — just the answer your buyers are already getting.