Visibility
38% 71%
Share of Answer
A Series A dev-tools platform, near-invisible in AI answers, made the recommended option across its category.
90 days · Visibility
Numbers, not testimonials.
Every system in the Engine is accountable to one metric. Here is what those metrics move — one hard before→after number, no vanity charts.
Signals
2.1% 9.4%
Reply rate on outbound
Seed-stage RevTech, cold lists replaced with signal-timed outreach fired the week an account entered a buying window.
8 weeks · Signals
Proof
31% 22%
No-decision rate
A security-software brand cleaned its answer record and earned the citations that made engines name it with confidence.
One quarter · Proof
Representative outcomes of the systems we install — not client guarantees. Named case studies publish as design partners complete their engagements.
Featured · Visibility
Invisible in AI answers → the recommended option.
38% → 71%
The situation
A Series A developer-tools platform showed up in fewer than 4 in 10 AI answers across its category. Competitors owned the comparison and alternative questions buyers ask before a demo.
What we installed
The Visibility system: a 100+ question category map, an entity and schema layer on the domain, decision-stage comparison content, and a citation program on the sources the engines actually trust.
The result
Share of Answer moved from 38% to 71% in 90 days, tracked monthly against three competitors — and the system keeps compounding, because the loop never closes.
Your numbers start with the audit.
Before we move a metric, we measure it. The AI Visibility Audit is the fixed-scope, 10-day baseline every engagement begins from — you see exactly where you stand before anything is installed.
Start with the AI Visibility AuditFixed scope · 10 business days · no retainer required