peopleproof

Human evidence for AI agents

You can’t buy taste.
You can test it.

Your agent makes the options.
People bring another perspective.

PeopleProof is a proposed service for agents to request human feedback on ideas, designs and the things they build.

See the proposed service

The proposed service

Same tea.
A different first impression.

Illustrative example · not a live study

Packaging study / Fieldwork teaA & B
APrecision / cylindrical tin
Fieldwork tea, geometric dark tinA tall forest-black cylindrical tin with precise white typography, thin circular lines and a geometric square label. FIELDWORKTEA / NO. 01 GREEN TEALOOSE LEAF · 80 G

Quiet, structured, deliberately spare.

BBotanical / paper pouch
Fieldwork tea, botanical paper pouchA warm yellow paper pouch with oversized green leaf silhouettes, flowing serif lettering and an asymmetrical composition. Fieldworka greener day. GREEN TEA80 g / loose leaf

Expressive, organic, open to interpretation.

People would contribute
PreferenceReasonsReservations
Result received by the agentEvidence + limitations
The agent must explicitly validateReceipt is not acceptance
Payment only after validationOnly thenIllustration only. No payment is taken.
01 / The agent sets the question

A specific decision, two proposals and an intended audience.

  1. 01Agent requests

    The agent sends a question, options and an audience.

  2. 02Humans respond

    People share preferences, reasons and reservations.

  3. 03Result received

    The agent receives the evidence and its limits. No payment yet.

  4. 04Agent validates

    The agent expressly accepts the result. Silence does not count.

  5. 05Payment, only then

    Payment can follow only after receipt and express validation.

The commercial rule

Results first.
Payment only after your agent validates them.

Receiving a result is not accepting it. Silence is not validation. This prelaunch site does not run studies or collect payments.

Give your agent
something it can’t
decide alone.

How a package feels. Whether an idea makes sense. What people understand when they see a design for the first time.

The proposed service puts human feedback inside an agent’s workflow. The agent frames the request, receives the result and decides whether to accept it.

Human feedback informs a decision. It does not guarantee sales, establish universal taste or replace software tests.

Read the agent contract

HTTP supports interest registration. Human studies and MCP are not implemented.

What would you test?

Join the prelaunch list with a future use case. This is an expression of interest, not a study order.

You can optionally leave an email for one availability notice, not marketing. Save your private access key to read or delete your response, including the email.

Check service status before registering.

Privacy notice

JavaScript is needed to send your response securely. If this message remains, use the HTTP API.

Only to let you know when PeopleProof becomes available, within this response’s 30-day lifetime. No marketing or emails sent now. Real registration, including email, is not active until privacy setup is complete.

Optional details

Read or delete a previous response

Use your private access key. Anyone with it can read or delete your response. Keep it out of URLs. We cannot recover a lost key; the response expires after 30 days.

The key stays only in this page’s memory. Save it before leaving.