SCALE
SERVICE 02
AI doesn't replace CRO judgment. It removes the bottleneck between having a hypothesis and having an answer.
AI CRO is conversion rate optimization where AI assists the slow parts — generating hypotheses from session data, drafting variants, and surfacing patterns across tests — while a human decides what's worth testing and what the result means.
FOR
Sites already getting meaningful traffic, looking to convert more of it
Teams who've run tests before but want faster, better-prioritized hypotheses
Anyone who wants decisions backed by session data, not opinion
NOT FOR
Very low-traffic sites (see the honesty note below — statistical testing needs volume)
Anyone expecting AI to replace judgment on what's actually worth testing
Session + heatmap analysis (Clarity, or a Hotjar sprint)
AI-assisted hypothesis generation ranked by ICE
Variant production
Test setup + statistical calling
AI-visibility measurement — are you being cited by AI engines, and for what
A documented decision log so wins repeat
A/B testing needs traffic. Below roughly 5,000 sessions per variant we use best-practice changes with before/after measurement, and I'll tell you which one you're getting."
3–5×
Representative best-case improvement in hypothesis volume when AI assists session-data analysis, versus manual review alone.
| Traditional CRO | AI-assisted CRO | |
|---|---|---|
|
Cycle time |
Weeks per hypothesis |
Days per hypothesis |
|
Hypothesis volume |
Limited by analyst time |
Higher, AI-surfaced from data |
|
Who decides |
Analyst intuition |
Human judgment, AI-informed |
|
Cost per validated learning |
Higher |
Lower |
No. AI surfaces patterns and drafts hypotheses; a human decides what's worth testing and interprets what the result means.
Enough for statistical significance — roughly 5,000 sessions per variant is the honest threshold. Below that, we use before/after measurement instead, and I'll tell you which you're getting.
A loss is still a validated learning — it goes in the decision log so we don't repeat it.
A tool gives you software. This gives you the analysis, the prioritized hypotheses, and the judgment calls a subscription doesn't make for you.
A free AI CRO audit: I go through your funnel and send you the specific friction points, in priority order. Yours to keep, whether or not we work together.