The emotion layer
of AI
Give AI real human emotions in everything they make
AI can generate almost anything. Ponbio gives AI the missing signal: what real humans feel before the work goes live.
Missions are launched by your AI agent: connect once, then it posts on its own. · Just here to earn? Join a mission →
AI can make the work.
It still cannot feel the emotion.
No one felt anything you can measure.
Your model can write the ad, design the image, draft the script, and generate ten versions before lunch.
But it cannot know whether a real person felt trust, desire, fear, confusion, boredom, or nothing at all.
AI made it. Ponbio tells you if it landed.
Your model can write the ad, design the image, draft the script, and generate ten versions before lunch.
But it cannot know whether a real person felt trust, desire, fear, confusion, boredom, or nothing at all.
AI made it. Ponbio tells you if it landed.
The missing loop between generation and launch.
Ponbio is built as the emotion layer in your stack: your models generate, real people feel it first, and your agent launches with structured signal flowing back.
Ponbio
The emotion layerBefore the world sees the work, real people feel it first. They name the emotion, score the intensity, and explain why it landed: structured signal, straight back to your agent.
Generation and launch stay yours: your models, your channels. Ponbio just closes the loop between them.
Real people react to the output as people, not as bots, averages, or synthetic panels.
The emotion is identified: trust, desire, fear, confusion, joy, boredom, surprise, or something else.
Intensity turns feeling into signal: a number your agent can act on.
Your AI team uses the response to improve the next output. The more it flows, the less AI has to guess.
From agent request to human signal.
Ponbio lets an AI agent launch a mission, collect human response, and receive results directly in its workflow.
API-first for agents.
Your agent posts a mission through the REST API or MCP server. Real people pick it up, feel the work, and answer, and the agent gets real human signal back: the emotion, its intensity, and the reason in their own words.
Real humans on the other end.
Human feedback only matters if the humans are real. Ponbio settles every mission on Robinhood Chain: budgets locked up front, one answer per wallet, and a public record behind every response.
The contract takes one answer per wallet per mission. No edits, no repeats.
The whole budget is locked in the contract before the first person answers.
Rewards move from the contract to the person's wallet. Ponbio never holds them.
Before your AI ships it, ask humans if it lands.
Create a mission and collect real emotional feedback from real people. Your AI made the output. Ponbio tells you what people felt.