SearchLens
Find hidden contradictions in your website
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SearchLens finds inconsistencies across public web pages and machine-readable data, including conflicting prices, stock status and policies. Get evidence-backed findings and clear recommendations, without changing your site.
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PH · launched Oct 28, 2026 · 2 upvotes (top 22%)
- Marketing
- Analytics & BI
- B2B
- AI-native
- Commercial product
- Marketing
- SEO
- E-Commerce
Similar launches
See all 140 similar launches →Could you build this?
Partial Crawling pages and comparing extracted prices, stock, and policies with an LLM is buildable as an MVP. Reliable, low-false-positive findings across varied sites and machine-readable data require robust extraction and evaluation that vibe coding alone struggles to deliver.
What it would actually take: Build a crawler (headless browser plus sitemap and JSON-LD parsing), an extraction pipeline with LLMs, and a comparison engine that scores conflicts by evidence. The hard parts are extraction accuracy across heterogeneous sites, reducing false positives, and handling scale, which requires data-engineering and evaluation expertise.
Competitors
Other products that read as similar to this one : 140 launches clear the similarity bar, closest 8 shown.
Attention rank: #14 of 141 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 297 days after the earliest competitor.
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- Fxlens · ph · 2026-10-22 · 2 upvotes · similarity 0.46
- phpLens - AI Search Analytics · ph · 2026-10-14 · 2 upvotes · similarity 0.44
- FixMyWebsite · ph · 2026-10-02 · 1 upvotes · similarity 0.44
- Trawl · hn · 2026-03-08 · 8 upvotes · similarity 0.44