Halo by Scam AI
Know who’s real on every video call
Details
- External ID
- 1201635
- Source
- PH
- Company
- —
- Product
- Halo by Scam AI
- Website domain
- producthunt.com
- Launched
- July 31, 2026
- Cohort
- —
- Upvotes
- 167
- Upvotes percentile
- 0.13302752293577982
- Tags
- Meetings, Artificial Intelligence, Security
- Fetched at
- Sept. 7, 2026, 1:23 a.m.
- Updated at
- Sept. 7, 2026, 1:23 a.m.
Description
The person on your next video call might not be real. With Halo you don't have to guess. Halo secures your Zoom, Teams, or Google Meet call live and flags synthetic faces the moment it detects one, entirely on your device. Deepfake video calls are already being used to scam people and businesses around the world, it's just that most people have no way to tell. From confirming who you're hiring to confirming who you're wiring money to, Halo catches it before it costs you.
Enrichment
- Theme
- niche social and community platforms
- Vertical
- Security
- Function
- Agent / copilot
- Audience
- B2B
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- verify real people on video calls
- Manually corrected
- False
Could you build this?
No Real-time, on-device deepfake video detection across various video calling applications requires specialized computer vision research, custom ML model optimization, and low-level OS video capture hooks. This involves low-latency edge inference and defenses against adversarial visual manipulation that cannot be vibe-coded.
What it would actually take: Building this requires a native desktop client (C++/Rust or Swift) tapping into system video streams or virtual camera drivers, coupled with a highly optimized neural network (via CoreML, DirectML, or ONNX Runtime). The core challenge is training on massive multimodal synthetic artifact datasets (frequency domain analysis, facial landmark jitter, photoplethysmography/blood flow signals) running at 30+ FPS with minimal CPU/GPU overhead without generating false positives.
Competitors
Other products that read as similar to this one — 31 launches clear the similarity bar, closest 8 shown.
Attention rank: #32 of 32 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 213 days after the earliest competitor.
- Liveness Detection · ph · 2026-09-27 · 1 upvotes · similarity 0.42
- Halo · hn · 2026-07-07 · 37 upvotes · similarity 0.41
- SharkEyes · ph · 2026-09-16 · 1 upvotes · similarity 0.38
- LiveProof · ph · 2026-09-20 · 1 upvotes · similarity 0.37
- Deepfake Detection · ph · 2026-09-23 · 1 upvotes · similarity 0.36
- CallCoach · ph · 2026-09-23 · 2 upvotes · similarity 0.35
- AI Group Call · ph · 2026-08-10 · 193 upvotes · similarity 0.34
- aperture · ph · 2026-09-20 · 2 upvotes · similarity 0.34
Other launches for this product
Same idea, different domain
Nobody's really built a agent / copilot tool for Agriculture yet.