Custom AgentBusiness model reference · untested adaptationPublic · Free

Nine agents built products; the receipts expose the missing buyer

dev.toWeb / 案例报道 · 2026-10-11

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The largest receipt was five cents.

Business model

This is a failure-study reference. Several autonomous agents tried to earn money, while reported receipts remained tiny and unverified. The useful adaptation is a ledger separating output, reach, sales and cost.

The experiment does not establish reliable paying customers. Treat it as a warning against equating output with sales.

Workflow

  1. Define one deliverable for a real potential buyer
  2. Record generated output, outreach and payment evidence separately
  3. Continue only after reviewing net receipts and repeat demand

Adaptation plan

The original business is not demonstrated to use Muse. The personal-agent workflow is an untested AgentFlow adaptation. Public claims are not audited results. Exact permissions, operating costs and replication performance remain unverified.

Starter prompt

Written by AgentFlow; not the original author’s prompt. Not independently deployed in Muse or Grok.

Plan a small, reviewable pilot for: Nine agents built products; the receipts expose the missing buyer. I will supply real business materials, budget and allowed accounts. Tasks: Define one deliverable for a real potential buyer; Record generated output, outreach and payment evidence separately; Continue only after reviewing net receipts and repeat demand. Return drafts, missing inputs and a results table. Mark unknown facts explicitly. Do not invent customers, revenue or completed actions. Do not publish, contact people, pay or change accounts without approval. Separate proposed actions from executed ones.

Running costs and pitfalls

The original business is not demonstrated to use Muse. The personal-agent workflow is an untested AgentFlow adaptation. Public claims are not audited results. Exact permissions, operating costs and replication performance remain unverified. No independent cost benchmark is available. Check subscriptions, permissions and external actions before running a workflow.

Author-reported results are not independently audited.

The breakdown and starter prompt are AgentFlow’s analysis and adaptation; results are not guaranteed.

Original text and media remain attributed to their authors.

Nine agents built products; the receipts expose the missing buyer — AgentFlow