Machine-Readable License Standard for Web Content

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Machine-Readable License Standard for Web Content

Inspired by a conversation on:

Everyday AI Podcast

Everyday AI Podcast

EP 618: RSL vs. the AI Scrape: Can LLM licensing save the open web?

Host: Jordan Wilson

Timestamp: 00:09:41 - 00:10:10

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Feather Flow

Direct Quote

"We can create a open standard that allows anybody to articulate their license terms for any piece of content."

Market Gap

Content creators lack a standardized way to license their work.

As AI companies increasingly scrape content from various sources, individual content creators often find it difficult to enforce their rights over their work. The absence of a standardized licensing protocol means that each website must negotiate its terms separately, leading to inefficiencies and potential losses in revenue. This lack of clarity not only complicates the licensing process but also threatens the sustainability of the open web, as content creators struggle to get compensated for their work. A machine-readable license standard would provide a straightforward way for content creators to communicate their licensing terms, making it easier for AI companies to comply.

Summary

The proposed machine-readable licensing standard for web content allows publishers to define their licensing terms directly in their website's robots.txt file or HTTP headers. This standard enables AI companies and crawlers to easily identify and respect the licensing terms associated with specific content. By creating a clear and uniform way to articulate licensing agreements, content creators can protect their rights and ensure they receive compensation for their work when used by AI systems. This initiative aims to foster a healthier ecosystem for digital content, where both creators and AI companies can benefit.

Categorization

Business Model
Platform
Target Founder
Technical
Difficulty
Medium
Time to Revenue
< 1 month
Initial Investment
< $100

Potential MRR (18-24 months)

Conservative
$2,000 - $5,000 MRR
Moderate (Most Likely)
$10,000 - $20,000 MRR
Optimistic
$30,000 - $50,000 MRR

* Estimates assume solo founder/bootstrap scenario with competent execution

Scores

Clarity
9/10
Novelty
8/10
Feasibility
7/10
Market Potential
8/10
Evidence
8/10
Overall
8/10
Found on September 25, 2025 • Analyzed on September 25, 2025 12:58 PM

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