Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

Video-to-Grid

Analyze videos with one Vision API call

Details

External ID
46658773
Source
HN
Company
—
Product
Video-to-Grid
Website domain
github.com
Launched
Jan. 17, 2026
Cohort
—
Upvotes
6
Upvotes percentile
0.2549407114624506
Tags
—
Fetched at
Sept. 7, 2026, 9:25 p.m.
Updated at
Sept. 7, 2026, 9:25 p.m.

Description

What if you could show an AI your entire video in one image?This turns a video into a 2D thumbnail grid—like a contact sheet. 48 frames, one image, full video context. Built on VAM Seek, a thumbnail grid I made for human video navigation. Turns out the same format works for AI too.Prototype. Feedback welcome.

Enrichment

Theme
ai video creation and repurposing
Vertical
Horizontal
Function
Dev tools
Audience
Developer
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
video analysis with vision api
Manually corrected
False

Could you build this?

Yes Extracting frames at intervals using ffmpeg/canvas, stitching them into a contact sheet grid image, and sending that single image to a multimodal Vision API is a simple workflow easily coded with AI.

Discussion

No comments on this launch.

Competitors

Other products that read as similar to this one — 165 launches clear the similarity bar, closest 8 shown.

Attention rank: #158 of 166 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 24 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a dev tools tool for Sales yet.