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7/10

PromptPayout

A reverse-auction marketplace where small businesses (restaurants, agencies, plumbers) can license their real-world data — pricing, menus, service descriptions — to AI assistants that need fresh, attributable sources, instead of having that data scraped for free.

Target user

local business owners whose menus, pricing, and service pages are summarized by LLMs and never credited

Features
  • Self-service data registry where you upload your canonical page, menu, or catalog and set a per-call license fee
  • AI-assistant adapter that lets compliant assistants retrieve your data with attribution and pay through the platform
  • 'Replace-the-summary' dashboard that shows when and where your content was used without your permission and serves a paid alternative
  • Monthly payout and tax-ready invoice handling for non-technical owners
Why now

The same backend shift the article describes — open content quietly being absorbed by AI — is happening to every local business on the open web right now, and they have no good seat at the table.

Signals · overall 7/10
Demand
6/10

Article's central insight — code is cheap, attribution is gone — maps 1:1 onto small-business website content being scraped by AI answer engines.Introducing pay per crawl: Enabling content owners to charge AI ...

Whitespace
8/10

Marketplace for SMB data licensing to AI does not exist; current options are lawsuits or doing nothing.Introducing pay per crawl: Enabling content owners to charge AI ...

Monetization
6/10

Per-call license micropayments plus a SaaS tier for high-volume SMBs to monitor AI usage of their content.Introducing pay per crawl: Enabling content owners to charge AI ...

Longevity
7/10

Need follows regulation and assistant economics; grows with adoption of AI search.

Feasibility
6/10

Needs standardized attribution protocol between assistants and content sources — non-trivial but tractable.

From Open Source to Paid Product: Is AI Accelerating the Shift? · 32 reactionsDev.to · 2026-07-30 (today)