Honestly
Real reviews from Reddit & YouTube when shopping online
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The 5-star system is broken. Honestly is a Chrome extension that finds and verifies real product opinions from Reddit, TikTok, YouTube & Instagram directly on product pages. No ads, sponsorships, nor AI. Just reviews you can trust.
PH · launched Mar 23, 2026 · 363 upvotes (top 26%) · 0 views
Niche: software and product review platforms · 66 launches, 4 in the last 7 days ▼ -20% · Explore this niche →
Category and tags
- Retail & commerce
- Search & retrieval
- B2C
- AI feature
- Commercial product
- Browser Extensions
- Chrome Extensions
- E-Commerce
Visit website ↗ Source listing ↗
More like this: all 66 launches in software and product review platforms →
Could you build this?
Partial Building the Chrome extension UI is easy, but continuously ingesting, transcribing, and accurately attributing opinions from TikTok, YouTube, Reddit, and Instagram across millions of products without being blocked requires heavy scraping and data pipelines.
What it would actually take: The system requires a massive multi-platform data harvesting pipeline (handling Reddit API quotas, TikTok/Instagram anti-scraping protections, and YouTube video audio transcription via Whisper at scale). It also needs a fine-tuned entity resolution and sentiment extraction NLP pipeline that maps informal colloquial speech to specific product SKUs and features. This demands dedicated data engineering, ML modeling for entity resolution, and proxy fleet operations.
Competitors
Other products that read as similar to this one : 85 launches clear the similarity bar, closest 8 shown.
Attention rank: #25 of 86 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 113 days after the earliest competitor.
- Reddit Reviews · ph · 2026-11-11 · 98 upvotes · similarity 0.46
- Real or Fake? · ph · 2026-09-18 · 1 upvotes · similarity 0.44
- GoldStarred · ph · 2026-11-07 · 2 upvotes · similarity 0.43
- amber.org · ph · 2026-09-17 · 2 upvotes · similarity 0.42
- Credible brings credibility scores directly on Hacker News · hn · 2025-12-19 · 12 upvotes · similarity 0.42
- SureVett · ph · 2026-09-15 · 2 upvotes · similarity 0.41
- trueview · ph · 2026-09-12 · 1 upvotes · similarity 0.41
- Prime Reviews Pro · ph · 2026-10-10 · 2 upvotes · similarity 0.41
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.