Nicheloom visits: 58,280 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,008 launches · Niche of the day: specialized calculation tools · See what launched today →

Vidopix

Pre-Publish Intelligence for Ads & Video Content

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

Upload any video ad or content piece. Get a FrameScore, scene by scene emotional Upload your ad or video and get a complete creative diagnostic in minutes. Attention, emotion, drop off, audience simulation, brand tracking, and what to fix. Frame by frame. Powered by Pixi, an agentic AI trained on 5.5M+ videos across 250+ languages, and compliance flags in seconds. 5 free credits, no card needed.

PH · launched Sep 17, 2026 · 8 upvotes (top 5%) · 0 views

Niche: ad campaign management and analytics · 154 launches, 10 in the last 7 days ▼ -29% · Explore this niche →

Category and tags

  • Marketing
  • Analytics & BI
  • B2B
  • AI feature
  • Commercial product
  • Advertising
  • Artificial Intelligence
  • Data & Analytics

Visit website ↗ Source listing ↗

Could you build this?

Partial While basic video frame extraction and generic multimodal LLM scoring can be vibe-coded, calibrated ad diagnostic metrics and audience drop-off simulation require proprietary commercial datasets and validated engagement models.

What it would actually take: The architecture requires an asynchronous video processing pipeline (FFmpeg, frame sampling, audio transcription) feeding into multimodal models combined with fine-tuned predictive models. The difficult piece is calibrating 'FrameScore', emotional attention curves, and retention drop-off against real-world advertising performance datasets (e.g., thousands of historical YouTube/Meta ad campaigns with conversion data). It requires ML practitioners with expertise in predictive modeling and quantitative ad analytics.

Competitors

Other products that read as similar to this one : 436 launches clear the similarity bar, closest 8 shown.

Attention rank: #28 of 437 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 293 days after the earliest competitor.

  • Pixury · ph · 2026-10-21 · 1 upvotes · similarity 0.51
  • FrameAd · ph · 2026-11-12 · 2 upvotes · similarity 0.47
  • Vidbox AI · ph · 2026-09-15 · 2 upvotes · similarity 0.46
  • NovAd · ph · 2026-09-11 · 1 upvotes · similarity 0.46
  • Vironix AI · ph · 2026-11-13 · 1 upvotes · similarity 0.45
  • AdScanVideo · ph · 2026-10-02 · 2 upvotes · similarity 0.45
  • PixelPlot · ph · 2026-09-07 · 2 upvotes · similarity 0.45
  • Your creative Ads · ph · 2026-10-18 · 1 upvotes · similarity 0.45

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.