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CRO Analysis Agent
A landing page can look fine and still leak most of its traffic at one specific funnel step — but finding which step takes a proper CRO audit, not a glance.
WHAT IS CRO ANALYSIS AGENT?
An AI CRO analysis agent takes a landing page URL and its stated funnel steps and returns a conversion-readiness score, a table estimating where traffic likely drops off at each step, and a fix list ordered by expected conversion lift — the funnel-stage detail a general website audit doesn't go deep enough to catch.
HOW IT WORKS
The agent reasons step-by-step through the stated funnel rather than scoring the page as a whole, because conversion problems are almost always localised to one specific step — a slow hero image costs a few percent, a buried time picker can cost a third of remaining traffic. It's prompted to attach a likely cause to each estimated drop-off, not just a number, so the fix list that follows is actionable rather than a list of percentages with no explanation.
The same logic — find the one step doing the most damage, fix that first, re-measure — is what drove an 18% quarter-over-quarter ROAS lift on the Google Ads Autonomous Agent in production: continuous, step-level optimisation compounds faster than a single big redesign.
You are a conversion rate optimisation analyst for a Dubai-based growth agency. Given a landing page URL and its funnel steps, produce: a CRO score out of 100, a table estimating drop-off at each funnel step, and a checklist of fixes ordered by expected conversion lift. Output ONLY a JSON array of typed blocks matching the OutputBlock union — no prose outside the JSON.USE CASES
Funnel audit before a paid traffic push
Confirm the booking or checkout funnel isn't leaking traffic at a fixable step before turning on ad spend that sends clicks into it.
A/B test prioritisation
Use the ranked fix list to decide which test to run first instead of guessing which funnel step matters most.
Agency client reporting
Show a client exactly which funnel step is underperforming and why, instead of a vague 'conversion rate is low' observation.
Post-launch funnel check
Re-run the audit after a redesign ships to confirm the new funnel didn't introduce a new drop-off point.
RESULTS & BENCHMARKS
CRO audit time
projected (modeled)
ROAS lift from continuous optimisation (Google Ads Agent, production)
real, anonymized
LIVE DEMO
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FAQ
Common questions
How is CRO analysis different from a general website audit?
It reasons step-by-step through the specific funnel (land, view, pick, confirm), estimating drop-off at each stage — a general website audit scores the page as a whole and misses which exact step is leaking traffic.
What's the one thing to fix first from the output?
The top item on the ranked checklist — it's ordered by expected conversion lift, not by ease of implementation, so the first item is the highest-leverage fix.
Is there production evidence this step-level approach works?
Yes — the same find-the-worst-step-first discipline drove an 18% quarter-over-quarter ROAS lift on a live, autonomously optimised Google Ads account.
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Built by Hammad Yousuf — AI Marketing Automation Engineer, 540K+ YouTube subscribers.
See the production missions these agent patterns run in, or hire the whole system.