B

Sports Journalist Fact-Check Bot

3.00

Derivation Chain

Step 1 Explosion of pro baseball news & rumors
→
Step 2 Increased fact-checking burden on sports media
→
Step 3 Real-time record verification tool for journalists

Problem

Sports journalists and bloggers spend 20–40 minutes per article cross-verifying player records, all-time rankings, past quotes, and trade histories. Under deadline pressure, unverified figures are published as-is, leading to corrections and credibility damage. An average of 2–3 numerical errors occur per month.

Solution

Paste a draft article and the AI auto-extracts fact points—player records, all-time rankings, dates, quotes—and cross-references them against KBO official records and news archives, highlighting verification results (accurate/mismatch/unconfirmed). Provides correction suggestions and source links.

Target: Sports journalists (newspapers, portal news), sports bloggers and YouTubers, content professionals aged 20–50
Revenue Model: SaaS monthly flat rate at $22/mo (~29,000 KRW) per account for 100 verifications/month, Pro at $44/mo (~59,000 KRW) for unlimited + API access. Media company group license at $150/mo (~200,000 KRW) per 10 accounts
Ecosystem Role: Education
MVP Estimate: 2_weeks

NUMR-V Scores

N Novelty
4.0/5
U Urgency
3.0/5
M Market
2.0/5
R Realizability
3.0/5
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 (72%)

Tech Complexity
29.3/40
Data Availability
22.5/25
MVP Timeline
20.0/20
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
7.5/15
Pick-Axe Fit
10.5/15
Solo Buildability
7.0/10
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 [medium] Backend [medium] Frontend [low]
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