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Updated · 4h ago
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CREATOR ValidatedⓘEvidence tiers: Early signal = 1 uncorroborated request — treat as radar, not a validated opportunity · Corroborated = 2-3 requests · Validated = 4+ requests from 2+ different people. Every count appears exactly once, in the fact bar below — each traces to a real source post.

AI Video Editing Effects

30
builder posts asking
latest ask seen 10d ago
+130 product/news posts tracked · 4 events tracked
see the posts →
28
different people asking
across 1 platform
who →
24
rivals shipping · web scan
see prices →
$50
cheapest rival / mo
range →

In their words

"I wasn't spending time generating anymore, I was spending time searching" — a builder, verbatim · sign in free to trace the source ↗

What they tried & dropped

Quoted from the posts below — each quote is checked word-for-word against the stored post.

AI upscaling tools — "minor and closer to basic sharpening or noise reduction" verbatimsign in to trace ↗
movie maker — "I've been using movie maker and it sucks" verbatimsign in to trace ↗
higgsfield — "not working as expected due to unlimited offers they created" verbatimsign in to trace ↗
wavespeed — (no stated shortcoming) sign in to trace ↗
CapCut — "i spent almost a month testing different editing apps because i figured there had to be something better suited for daily social content" verbatimsign in to trace ↗

Pain, in numbers

Only where a builder stated a figure — quoted word-for-word from the post.

“i spent $400 testing every AI video tool i could find”$400

“Usuallz it takes me about 2.5/3 hours to research the topic, find appropriate pictures, videos or giphs to put into the video, then download them and edit everything in a video editor of my choice”2.5/3 hours

Hard requirements

Summarised from the posts below. Miss one and they will not switch.

automate video creation with templateAccuracyLibrarySpeedControlLooks real

Competitor pricing

Named rivals & real prices 🔒
Rivals charge $50/mo · names — log in ↗
Open-source check · GitHub · 2026-08-15
⚠️ Established open-source player: ruanjx/VideoLab ⭐921 — High-performance and flexible video editing and effects framework, based on AVFoundation and Metal.

How we checked

Where we searched
3 sources · GitHub (open-source check) · App Store · SaaS marketplaces
Verification funnel
68 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
9d ago · auto-refreshed every 30 days

Sign in to see the full opportunity

Every source post · named rivals with real prices · what builders tried & dropped · quantified pain — all traceable to the original posts

Sign up free →

What the numbers suggest

24 rivals shipping (fact bar) see prices → market is crowded; differentiate on the unmet requirements above, don't compete on breadth.
30 builder posts asking · 28 different people (fact bar) see posts → demand is independently reported, not one person repeating themselves.
32 new tracked posts (all types) in the last 30 days vs 21 the month before see the curve → demand is rising.
30 demand signals vs 24 shipping rivals → demand and supply are balanced — differentiation decides.
0 willingness-to-pay quotes yet → no one has named a price — validate pricing before building.
last new signal 1 day ago → conversation is live now.

Signal history

160 tracked posts (30 asks · 130 product/news) first post Apr 2026 ▲ 32 in the last 30 days
2026-04-09 · +1 post · 1 on record2026-04-12 · +2 posts · 3 on record2026-04-17 · +1 post · 4 on record2026-04-19 · +1 post · 5 on record2026-04-20 · +2 posts · 7 on record2026-04-23 · +1 post · 8 on record2026-04-26 · +1 post · 9 on record2026-04-30 · +2 posts · 11 on record2026-05-04 · +1 post · 12 on record2026-05-07 · +1 post · 13 on record2026-05-17 · +1 post · 14 on record2026-05-22 · +5 posts · 19 on record2026-05-23 · +1 post · 20 on record2026-05-27 · +1 post · 21 on record2026-05-28 · +2 posts · 23 on record2026-05-29 · +1 post · 24 on record2026-06-03 · +1 post · 25 on record2026-06-08 · +1 post · 26 on record2026-06-12 · +2 posts · 28 on record2026-06-13 · +2 posts · 30 on record2026-06-14 · +4 posts · 34 on record2026-06-15 · +3 posts · 37 on record2026-06-17 · +1 post · 38 on record2026-06-18 · +1 post · 39 on record2026-06-20 · +2 posts · 41 on record2026-06-21 · +3 posts · 44 on record2026-06-29 · +2 posts · 46 on record2026-07-01 · +2 posts · 48 on record2026-07-04 · +1 post · 49 on record2026-07-05 · +2 posts · 51 on record2026-07-06 · +2 posts · 53 on record2026-07-09 · +1 post · 54 on record2026-07-10 · +1 post · 55 on record2026-07-11 · +1 post · 56 on record2026-07-12 · +1 post · 57 on record2026-07-13 · +1 post · 58 on record2026-07-14 · +1 post · 59 on record2026-07-18 · +2 posts · 61 on record2026-07-19 · +2 posts · 63 on record2026-07-20 · +1 post · 64 on record2026-07-24 · +1 post · 65 on record2026-07-25 · +1 post · 66 on record2026-07-27 · +1 post · 67 on record2026-07-29 · +4 posts · 71 on record2026-07-30 · +1 post · 72 on record2026-08-01 · +1 post · 73 on record2026-08-02 · +3 posts · 76 on record2026-08-03 · +2 posts · 78 on record2026-08-04 · +3 posts · 81 on record2026-08-05 · +1 post · 82 on record2026-08-06 · +1 post · 83 on record2026-08-07 · +2 posts · 85 on record2026-08-08 · +1 post · 86 on record2026-08-10 · +1 post · 87 on record2026-08-11 · +1 post · 88 on record2026-08-12 · +4 posts · 92 on record2026-08-13 · +1 post · 93 on record2026-08-15 · +1 post · 94 on record2026-08-18 · +1 post · 95 on record2026-08-19 · +2 posts · 97 on record2026-08-20 · +1 post · 98 on record2026-08-21 · +2 posts · 100 on record2026-08-22 · +1 post · 101 on record2026-08-26 · +1 post · 102 on record2026-08-27 · +2 posts · 104 on record2026-08-30 · +1 post · 105 on record2026-09-01 · +1 post · 106 on record2026-09-02 · +1 post · 107 on record2026-09-04 · +2 posts · 109 on record2026-09-07 · +1 post · 110 on record2026-09-08 · +1 post · 111 on record2026-09-10 · +1 post · 112 on record2026-09-12 · +1 post · 113 on record2026-09-14 · +2 posts · 115 on record2026-09-15 · +1 post · 116 on record2026-09-16 · +1 post · 117 on record2026-09-18 · +3 posts · 120 on record2026-09-20 · +1 post · 121 on record2026-09-22 · +1 post · 122 on record2026-09-23 · +3 posts · 125 on record2026-09-28 · +2 posts · 127 on record2026-10-01 · +1 post · 128 on record2026-10-05 · +1 post · 129 on record2026-10-06 · +2 posts · 131 on record2026-10-07 · +2 posts · 133 on record2026-10-10 · +3 posts · 136 on record2026-10-11 · +4 posts · 140 on record2026-10-12 · +1 post · 141 on record2026-10-14 · +2 posts · 143 on record2026-10-15 · +4 posts · 147 on record2026-10-18 · +1 post · 148 on record2026-10-21 · +2 posts · 150 on record2026-10-26 · +3 posts · 153 on record2026-10-28 · +1 post · 154 on record2026-10-29 · +1 post · 155 on record2026-10-30 · +2 posts · 157 on record2026-10-31 · +1 post · 158 on record2026-11-01 · +2 posts · 160 on record 160 0 Apr 2026 today

Cumulative tracked posts (asks + products + news) by original post date · GapMine tracked communities — not search volume · every step traces to a real post in the evidence record (sign in to read them).

Evidence pool

Top 10 of the 160 tracked posts, picked as evidence — each insight links back to a real one.

8 reddit2 ph

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