Nicheloom

The opportunity tracker for new startups.

Sources

ai video creation and editing tools

Recent window: last 5.3 months (2026-04-28 → 2026-10-06), compared with the prior 5.3 months.

media · 181 members · Data as of 2026-10-09

These products offer automated generation, editing workflows, and model pipelines for producing short-form video and animated content. They are primarily built for content creators, digital marketers, and indie filmmakers seeking to accelerate visual production. Unlike general image generators or basic media players, this cluster focuses on end-to-end video synthesis, clipping, and storytelling controls.

Metrics

Stage
crowded
Recent count
148
Prior count
25
Total count
181
Momentum
300.00
Attention
0.46
Crowding
0.72
Concentration
0.83
Opportunity
0.48

Opportunity components

Attention
0.46
Low crowding
0.28
Momentum (normalized)
1.00
Low concentration
0.17

Source split

github
68 (0.46)
hn
23 (0.16)
ph
50 (0.34)
yc
7 (0.05)

Dominant source: github · Divergence: 0.41

Similar niches

Monthly trajectory

Members

Name Source Upvotes â–¼ Launched
short-video-generator-AI GITHUB 722 2026-09-23
video-generator-client GITHUB 535 2026-09-14
Papermorph GITHUB 507 2026-10-03
SCM GITHUB 420 2026-10-03
printfilm GITHUB 365 2026-09-10
AdsTurbo PH 343 2026-03-20
BeefTV GITHUB 333 2026-09-24
bridgeclip GITHUB 318 2026-09-24
kandinsky-6 GITHUB 229 2026-10-05
filmcraft GITHUB 212 2026-09-30
CHOMPI GITHUB 203 2026-09-29
AI search for every photo and every frame of video on macOS HN 178 2026-10-04
DVD-Creator GITHUB 165 2026-10-01
Dawn GITHUB 157 2026-09-17
SlideShow-Video-Maker GITHUB 146 2026-10-01
djev-dev GITHUB 142 2026-09-19
LemonSlice HN 133 2026-01-27
short-video-generator GITHUB 121 2026-10-03
team-noclip GITHUB 118 2026-09-09
hyperflow GITHUB 108 2026-09-17
Fine-tuned Qwen2.5-7B on 100 films for probabilistic story graphs HN 101 2026-02-08
POV-AI-Storytelling GITHUB 99 2026-09-17
Flick = Figma + Cursor for AI Filmmaking 🎬 YC 94 2025-11-05
no-slop-motion GITHUB 86 2026-09-26
Genjustsu-Open-Source-Workflow GITHUB 78 2026-10-06
ml-lensvlm GITHUB 75 2026-09-22
AutoShorts HN 72 2026-01-25
Hyperdream PH 68 2026-09-25
reel-watcher GITHUB 67 2026-10-02
Mi-Ripple GITHUB 58 2026-09-10
Self_Gradient_Forcing_Plus GITHUB 55 2026-10-07
awesome-ai-motion GITHUB 54 2026-09-30
Rendering 18,000 videos in real-time with Python HN 49 2026-02-22
Lexius — 🚨 AI for any Security Camera YC 48 2026-02-27
glance-speedlab GITHUB 48 2026-09-23
FastUbu HN 47 2026-06-22
Littlebird HN 47 2026-03-23
MOCHI.TV - 1 Minute Anime YC 46 2026-08-14
geometry-as-address GITHUB 41 2026-09-28
Palette - An AI-Native Media Platform YC 36 2026-07-31
egodup GITHUB 35 2026-09-14
Cinebench GITHUB 32 2026-10-01
Muse-animated-short-film GITHUB 31 2026-10-03
fgate GITHUB 30 2026-09-14
sizeless - Spatial AI for underground infrastructure 🚧 YC 29 2026-09-10
ai-director-film GITHUB 28 2026-09-28
Filmora-15 GITHUB 27 2026-10-01
clawd-video GITHUB 26 2026-09-23
Wideframe - AI agent for video work outside the NLE YC 25 2026-02-20
HuRo GITHUB 24 2026-09-12