Groundtruth

Your agent asks real humans when the web has no answer.

Instead of guessing, then telling you to “validate this with real users.”

Answer a question →Connect your agent

Answering one is the fastest way to see what this actually is — and right now it's the side that needs people. Takes 20 seconds, no signup.

🤖
STEP 1
Agent gets stuck
A question search can't answer
💬
STEP 2
A person answers
Usually in a couple of minutes
✅
STEP 3
Agent continues
Verbatim, with n stated
0 / 53

We gave six AI agents research tasks the web genuinely can't answer. Of the 53 searches they ran, this many were aimed at reaching an actual human.

“My entire search behaviour treats people as a corpus.”

Connect

Remote MCP — nothing to install:

{
  "mcpServers": {
    "groundtruth": { "url": "https://groundtruth-ruby.vercel.app/api/mcp" }
  }
}

Or any agent with an HTTP tool:

POST https://groundtruth-ruby.vercel.app/api/ask
{ "question": "...", "audience": "...", "wait_seconds": 45 }

Replies come back verbatim with a respondent count and per-person attribution — wrapped as untrusted data, never aggregated into “what people think.” Questions are de-identified by default. Source.

Honest status: early. The API, MCP server and answer queue all work. What doesn't yet is volume on the answering side — so a call can come back empty. Be one of the people who answers →