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Millions of websites crawled for LLMs to rebuild the pricing pages

Millions of websites crawled for LLMs to rebuild the pricing pages

by kilroy123·Apr 12, 2026·3 points·1 comment
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AI Analysis

●●SolidRabbit HoleBig BrainEye Candy

Massive LLM benchmark testing layout reconstruction on millions of real pricing pages.

Strengths
  • •Massive scale dataset with millions of crawled pricing pages for evaluation.
  • •Side-by-side comparison of 50 models on a consistent visual task.
Weaknesses
  • •Limited practical utility beyond benchmarking and design inspiration.
  • •Static snapshot of pricing pages may become outdated quickly.
Category
AI/ML
Target Audience

AI researchers, designers looking for pricing inspiration, LLM benchmarkers

Similar To

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Post Description

I did a dumb thing by crawling millions of pages to find all the pricing pages I could.

Then I fed all of them to ~50 LLMs to see how good or bad they all did. Then I dumped it all on a page. Just because.

Here's a post on how I did this: https://pricepage.lol/how-i-built-pricepage-lol

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