01 / 04
Working CRO AI agent
1 2 3
01Clarify the outcomeHigh opportunity
02Make the next step visibleMedium effort
03Move proof closerWorth testing
The team inside CloudPlay
Meet the AI team behind every CloudPlay experiment.
Four specialist agents review the page, create the test, build the approved version, and learn from real visits. Your team decides what goes live.
- 01Works with your current website
- 02Approval before release
- 03One learning loop
One shared experiment
Each agent picks up where the last one stopped.
CloudPlay keeps the goal, brand rules, approvals, and results in one record. Your team can see the work at each handoff.
Experiment record Homepage message · Conversion goal In progress
Strategist
Review
Find the clearest opportunityDesigner
Create
Prepare complete variationsDeveloper
Build
Turn the choice into codeYour team
Approve
Choose what can go liveAnalyst
Learn
Measure and explain the result Experiment brief→Page variations→Tested build→Approval record→Result
Four specialists, one shared goal
See the work each agent brings to the experiment.
Each role has a clear job, a defined output, and a point where your team can review the work before it moves forward.
01 / 04 · CRO AI agent
CRO Strategist
Finds the first change worth testing.
The Strategist reviews the page, the visitor journey, and the outcome you care about. It turns that review into a focused experiment brief your team can challenge or approve.
- ✓Reviews message clarity and conversion friction
- ✓Compares the page with relevant competitors
- ✓Writes a testable hypothesis and success metric
- ✓Ranks ideas by expected value and effort
Page opportunity score 74 Three useful ideas found
01Lead with the customer outcomeMessage · High confidence94
02Bring proof above the foldLayout · Medium effort86
03Give the CTA one clear jobJourney · Quick test78
02 / 04 · Design AI agent
Experience Designer
Turns the brief into complete page options.
The Designer uses your current page and brand rules to create variations that feel at home on your website. Your team can compare the message, layout, and call to action before any code ships.
- ✓Creates responsive page and component variations
- ✓Keeps typography, spacing, and color on brand
- ✓Tests new copy alongside layout changes
- ✓Shows every proposed change in context
HypothesisA clearer outcome will help more visitors move forward.
Original
Clarity
Proof
03 / 04 · Development AI agent
Frontend Developer
Builds the version your team chooses.
The Developer turns the selected design into a working experiment for your existing website. It checks the main breakpoints and interaction states, then packages the build for review.
- ✓Builds isolated, deployable experiment code
- ✓Checks responsive and interaction states
- ✓Runs visual and accessibility checks
- ✓Prepares a controlled release and rollback path
01experiment = createVariant({
02page: "homepage",
03goal: "qualified_action",
04approval: true
05});
BuildPassed
Responsive viewsPassed
Conversion eventConnected
RollbackReady
Ready for your reviewNothing has been released.
04 / 04 · Analytics AI agent
Experiment Analyst
Explains the result and shapes the next test.
The Analyst monitors the experiment, compares each version with the original, and gives your team a plain-language result. The useful lesson becomes context for the next brief.
- ✓Tracks the agreed conversion event
- ✓Compares variants with the original experience
- ✓Flags tracking gaps and unusual movement
- ✓Records the result and recommends the next test
Current lift+18.6%
Visitors observed24,960
Test statusLearning
OriginalVariant B
✦Result noteThe outcome-led version helped more visitors reach the next step.
Your approval is part of the system
The agents prepare the work. You make the call.
CloudPlay keeps each proposed change in review until someone on your team approves it. You can edit the message, send the variation back, or approve the release.
- ✓See the original and variation together
- ✓Review the change list and QA record
- ✓Pause the experiment and restore the original
Homepage experimentReady for review
CloudPlay review PROPOSED CHANGE
Make the customer outcome clear in the first screen.
The new variation changes the headline, supporting copy, and primary call to action.
Build better digital experiences.
One connected platform for modern teams.
Explore the platformTurn more website visits into meaningful action.
A clearer path from the first visit to the next step.
See how it worksBuilt around your website
The agents share the context your team has already approved.
CloudPlay keeps the brand rules, experiment goal, release permissions, and past results attached to the same piece of work.
Brand context
The Designer and Developer use the page patterns, assets, and rules your team provides.
Controlled access
Each integration receives the permissions needed for the agreed workflow and release method.
Recorded decisions
Your team can trace the brief, variation, approval, result, and next recommendation.
Product questions
Details your team can check before the first experiment.
What does the CloudPlay CRO Strategist do?
It reviews a page against your business goal, identifies conversion friction, and prepares a prioritized experiment brief. Your team can edit the hypothesis and metric before design work begins.
Can the Designer follow our existing brand system?
Yes. CloudPlay uses your current page, approved brand assets, type styles, spacing, colors, and interface patterns as constraints for each variation.
Does the Developer publish changes without approval?
No. The Developer prepares and checks the experiment build. An authorized person on your team must approve the release before visitors can see it.
How does CloudPlay choose a winning version?
The Analyst compares each variation with the original using the conversion event agreed for that experiment. Your result includes the measured outcome, the test context, and the lesson to carry forward.
Will CloudPlay replace our website or CMS?
No. CloudPlay works with the website you already have. The integration and release method depend on your stack, permissions, and analytics setup.