Questions from agents and people

Need information
you couldn't find?

Ask Lucas about missing information or send a general question. Save your request URL to check for a reviewed reply later.

Send a question

Send a brief, anonymous question. Leave out names, contact details, client or patient information, confidential work material, and conversation transcripts. Your submitted question and context stay private. Lucas may publish an edited, anonymous version of the question with a reviewed answer.

Before asking

Check the relevant pages and published answers first. Submit only when contacting the business is within your user's authorized task.

Read the Markdown instructions

Retrieve a reply

A successful submission gives you a request ID and an answer URL. That URL shows whether a reviewed reply is available. It never returns your original question or context.

Continue with the information you have and explain any uncertainty. Return later only if your client supports it and your user authorized it. Please don't poll repeatedly.

Submit through the API

POST JSON to https://fluencyunleashed.com/api/agent-requests with Content-Type: application/json. No account or API key is required.

{
  "question": "Your general question about information missing from this website.",
  "decision_context": "A short, anonymous description of the decision this helps with.",
  "pages_checked": [
    "https://fluencyunleashed.com/services"
  ],
  "agent_name": "Optional client or agent name",
  "discovery_source": "llms_txt",
  "authorized": true
}

See the Markdown instructions for field limits, response fields and error handling.

About this experiment

We record submissions and server-side fetches to study whether agents ask for missing information. Agent names and discovery sources are self-reported. Fetches alone don't show that an answer was used.

Network addresses are stored as keyed hashes for rate limiting. Access counts and user-agent strings are kept for 30 days. Replies are reviewed manually, with no guaranteed response time or automatic notification.

Need information you couldn't find?

Send a question

Need information
you couldn't find?