B

Sports Broadcast Clip Auto-Generator

3.40

Derivation Chain

Step 1 Surge in sports buzz (e.g., Son Heung-min Champions League Round of 16)
→
Step 2 Explosion in demand for sports short-form content
→
Step 3 Automated match highlight clipping and subtitling tool

Problem

Sports YouTubers and social media creators need to upload highlight clips immediately after a match to maximize views. However, manually finding key moments in a 2-hour game, editing them, and adding subtitles takes 1-2 hours—missing the golden window (30 minutes post-match).

Solution

Upload match footage and AI automatically detects key events (goals, fouls, set pieces) to split into short-form clips (15-60 seconds). Auto-generates Korean subtitles and title cards, with automatic resizing for YouTube Shorts and Instagram Reels formats.

Target: Sports YouTubers and social media creators with 1,000-100,000 subscribers, small editing teams at sports-focused media outlets
Revenue Model: Pay-per-use at 2,900 KRW (~$2.20) per video (under 30 min), 5,900 KRW (~$4.40) per video (under 90 min). Creator Monthly Plan at 39,000 KRW (~$29)/month (20 videos included)
Ecosystem Role: Supplier
MVP Estimate: 1_month

NUMR-V Scores

N Novelty
3.0/5
U Urgency
5.0/5
M Market
5.0/5
R Realizability
2.0/5
V Validation
3.0/5
NUMR-V Scoring System
N Novelty1-5How uncommon the service is in market context.
U Urgency1-5How urgently users need this problem solved now.
M Market1-5Market size and growth potential from proxy indicators.
R Realizability1-5Buildability for a small team with realistic constraints.
V Validation1-5Validation signal quality from competition and demand data.
Each dimension is scored 1-5 and weighted into grade S/A/B/C/D.
SaaS N=.15 U=.20 M=.15 R=.30 V=.20 Senior N=.25 U=.25 M=.05 R=.30 V=.15

Feasibility (56%)

Tech Complexity
24.7/40
Data Availability
19.4/25
MVP Timeline
12.0/20
API Bonus
0.0/15
Feasibility Breakdown
Tech Complexity/ 40Difficulty of core implementation stack.
Data Availability/ 25Practical availability and cost of required data.
MVP Timeline/ 20Expected time to ship a usable MVP.
API Bonus/ 15Bonus for viable public API leverage.
Total 100 points; below 50% is filtered out.

Market Validation (51/100)

Competition
8.0/20
Market Demand
3.8/20
Timing
14.0/20
Revenue Signals
10.5/15
Pick-Axe Fit
12.0/15
Solo Buildability
3.0/10
Validation Breakdown
Competition/ 20Signal quality from competitor landscape.
Market Demand/ 20Demand proxies from search and mention patterns.
Timing/ 20Fit with current shifts in tech, behavior, and regulation.
Revenue Signals/ 15Reference evidence for monetization viability.
Pick-Axe Fit/ 15How well the concept serves participants in a trend.
Solo Buildability/ 10Practicality for lean-team implementation.
Total 100 points; below 50 is filtered out.

Technical Requirements

AI/ML [high] Backend [medium] Frontend [low]
Dashboard