Feedback zones
Place a focused feedback surface on the exact part of your product that needs signal.
Focused feedback. Developer-owned delivery.
Turn product signal into shipped improvements.
ADapptive puts feedback zones on the page, lets trusted testers explain what matters, and sends the approved signal to your own AI implementation loop.
Extension feedback needs the extension. Website overlays need the SDK. MCP connects your own agent; production stays under your approval.
Tenant-isolatedRevocable accessCustomer-owned implementation
Feedback zone
Signal captured
“This flow needs a clearer next step.”
One loop, three surfaces
From page context to product change.
Developers place zones, testers provide structured signal, and the implementation loop stays under the developer's control.
Trusted tester pools
Invite your community or work with ADapptive testers. Accepted paid work earns its fixed reward, regardless of vote direction or implementation.
Customer-side implementation
Your own AI agent uses MCP to pull approved feedback. Your source code stays in your environment.
Built for the boundary
Your code stays yours.
✓ Publishable keys power browser feedback only.
✓ Secret keys stay with the developer and MCP client.
✓ Customer source code never reaches ADapptive.
Choose your path
One product, two focused experiences.
Developers control the workspace and implementation loop. Testers get a clear, invitation-based path to contribute.
For developers
Make feedback actionable.
Place zones with the extension, manage trusted audiences, and let your own MCP-connected agent work from the signal.
See developer setup →For testers
Contribute where it matters.
Share context-rich feedback. Eligible paid participants earn for accepted work; volunteer participation is clearly labeled. No paid subscription required.
Join as a tester →Ready when you are
Make feedback part of the build loop.
Start with one feedback zone, invite the people whose context matters, and keep every implementation decision inside your own environment.