The recommendation gap.
A global standards body wins 98% of head-to-head AI comparisons when named. It is spontaneously recommended only 2% of the time. The category leader in reality is invisible in the answer.
See it on your brandBuyers ask ChatGPT, Claude, Gemini and Perplexity for recommendations before they ever land on your site. We measure what those models say about you, and tell you exactly what to fix.
Both are invisible in Search Console. Both compound every week you don't measure them.
A global standards body wins 98% of head-to-head AI comparisons when named. It is spontaneously recommended only 2% of the time. The category leader in reality is invisible in the answer.
See it on your brandAn enterprise software vendor with excellent content was invisible to AI. Their WAF was quietly blocking every crawler the major models rely on. Months of editorial work, gated by one firewall rule.
See it on your brandOur methodology — Signal Five — runs every week across every major model. One prioritised action list per audit.
How often the brand surfaces unprompted when users ask AI for category recommendations.
When the brand is compared directly to named competitors: who wins, on which criteria, why.
Whether the content is actually accessible to AI crawlers. Most brands fail here without knowing.
Which sources LLMs cite when discussing the brand or its category, and where to earn coverage.
How model outputs change over time as they retrain and the web around them changes.
Most GEO tools hand you a leaderboard and walk away. We hand you the next ten things to do, in order.
Drop in your URL and the brands you benchmark against. We pick the prompt set automatically from your category. No tag, no SDK, no DNS change.
We query every major model with the prompt set, audit your crawler access, score citation sources, and benchmark against your competitors. Real prompts, real responses, kept on file.
One clear list: what to fix on the site, what to publish, where to earn coverage, what to monitor next. Sized by lift, ordered by what moves the needle first.
Show your executive team a defensible AI strategy. Stop being asked ‘are we visible in ChatGPT’ in board meetings with no answer.
White-label the audit. Sell the action plan as the entry point into a retainer. Keep your name on the report.
Weekly drift tracking, alerts on regressions, named-model coverage. The methodology your CMO can defend to legal and procurement.
We can talk you through the full report under NDA on a 20-minute call.
“Wins 98% of head-to-head AI comparisons. Gets recommended unprompted 2% of the time.”
Two pages and a citation play closed 60 points of the gap in eight weeks.
“Excellent editorial output. Completely invisible to every major LLM crawler.”
One WAF rule and an llms.txt drop made the brand fully indexable in 11 days.
Cancel any time. Annual prepay saves ~17%. We don't do free tiers — paid customers engage seriously, and that's the kind of relationship the methodology earns its keep in.
One primary brand. Weekly scans. Every story and recommendation generated for you.
Track a portfolio of fifteen entities. Topics, source taxonomy, the full audit cadence.
50 entities, daily heartbeat on the primary brand, agency-friendly multi-workspace.
Done-with-you. Hands-on remediation, Swiss data residency, executive readouts.
Subscribe today and the first weekly scan is in your inbox within 48 hours. Cancel any month if the answer isn't worth it.