Glowby
Paste a video link, get a 0 to 9.9 accuracy score
Details
- External ID
- 1242392
- Source
- PH
- Company
- —
- Product
- Glowy
- Website domain
- producthunt.com
- Launched
- Sept. 20, 2026
- Cohort
- —
- Upvotes
- 2
- Upvotes percentile
- 0.7405388069275176
- Tags
- News, Social Media, Artificial Intelligence, GitHub
- Fetched at
- Sept. 21, 2026, 5:01 p.m.
- Updated at
- Sept. 21, 2026, 5:01 p.m.
Description
Most fact-checkers work on articles. Glowby is an iOS app that works on video. Paste a TikTok, Reel, or Short and it pulls claims out of both the audio and what's on screen, then checks each one against sources ranked by a 13-category reliability system. You get a 0 to 9.9 score. It's the minimum across the central claims, not the average, so one confident falsehood can't hide behind four true statements. Every claim links to its sources. The full methodology is public.
Enrichment
- Theme
- social video scrapers and downloaders
- Vertical
- Media & entertainment
- Function
- Analytics & BI
- Audience
- B2C
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- video accuracy scoring tool for viewers
- Manually corrected
- False
Could you build this?
Yes The pipeline consists of scraping social video URLs, extracting audio/frames via Whisper and vision models, and querying search or LLM APIs to score factual accuracy.
Competitors
Other products that read as similar to this one — 100 launches clear the similarity bar, closest 8 shown.
Attention rank: #21 of 101 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 275 days after the earliest competitor.
- AuraScan — Biometric Personality Test · ph · 2026-09-09 · 1 upvotes · similarity 0.39
- So Very Bright · ph · 2026-09-09 · 3 upvotes · similarity 0.39
- Safezone Studio · ph · 2026-09-25 · 1 upvotes · similarity 0.38
- LitmusAI · ph · 2026-09-30 · 1 upvotes · similarity 0.38
- FindMyTok · ph · 2026-09-20 · 2 upvotes · similarity 0.38
- Rumora · ph · 2026-09-23 · 64 upvotes · similarity 0.38
- FactScope · ph · 2026-09-30 · 2 upvotes · similarity 0.37
- Inkbyte · ph · 2026-09-24 · 2 upvotes · similarity 0.37
Other launches for this product
Same idea, different domain
Nobody's really built a analytics & bi tool for Legal yet.