Show HN: I paid Claude US$1,070 to read the worst reviews of 30k places to stay

Category: other

Tags: hotel-reviews, llm-analysis, travel, review-aggregation, product-search

Score: 5.0/10 (Innovation: 5, Technical: 4, Documentation: 3, Utility: 6)

OKstays is a hotel ranking site that uses Claude to analyze guest reviews and score 33K+ properties across 95 destinations on 67 comfort signals, with no paid placements. It's an interesting application of LLMs to extract structured quality signals from unstructured reviews, replacing commission-driven rankings with guest-reported comfort.

Target audience: travelers and consumers, with secondary interest for data engineers exploring LLM-based review mining

Repository: https://okstays.com

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