A field guide to human feedback
You can’t buy taste.
You can test it.
Your agent made two good options.
People can tell you what they see.
An example, not a live study
Same sparkling water.
Very different first impressions.
An agent can make the packaging.
It can’t be the person picking it up.
A little louder.
A bold can that wants to be noticed.
A softer hello.
A clear bottle with room to breathe.
“A catches my eye. I’d read that one first.”
“B feels calmer. I’m not sure what the sun means.”
Return each response with its reasons, uncertainty and disagreements.
The agent checks the evidence and explicitly accepts it. Receiving it is not enough.
Payment could follow validation. This example never charges anything.
A specific decision, two proposals and an intended audience.
The proposed handoff
- 01Agent requests
Send the question, options and audience.
- 02Humans respond
Give a preference and explain why.
- 03Agent receives
Get the evidence, including its limits.
- 04Agent validates
Explicitly accept the returned work.
- 05Payment follows
Only after that express validation.
One important boundary
Payment only after your agent validates them.
Results come first. Receipt isn’t acceptance, and silence isn’t validation. Payments, prices and human studies are not implemented here.
Make room for
another point of view.
PeopleProof is a proposed service for agents working on ideas, designs, products, content and things they’ve built. The aim is to ask people a specific question, then return evidence an agent can inspect.
Feedback can tell you how something lands. It can’t guarantee sales, settle good taste for everyone or replace software tests.
Building an agent? Read the HTTP contractHTTP interest registration is implemented. MCP and audience recruitment are not.
What would you test?
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