AI Doom Report Content Factory

4.20

Derivation Chain

Step 1 Proliferation of AI bubble fear reports

→

Step 2 Surge in AI fear content demand

→

Step 3 Automated AI risk content production tool

Problem

Whenever sensational Wall Street AI fear reports (e.g., 'Everything Collapses by 2028') go viral, finance and tech content creators (YouTubers, newsletter writers) spend 8-15 hours reading the original English reports and reinterpreting them for the Korean market. Missing the breaking-news window reduces views by 70-80%.

Solution

Input an English AI risk report URL or PDF and the tool extracts key arguments → analyzes Korean market impact → auto-generates a YouTube script/newsletter draft (in Korean), with fact-check points (original citations + counterarguments) included side by side.

Target: Finance/tech YouTubers (10K-100K subscribers), investment newsletter operators, junior research analysts at securities firms

Revenue Model: Pay-per-use: $7.50 per report analysis. Monthly Pro plan $37 (20 reports/month + custom script templates).

Ecosystem Role: Education

MVP Estimate: 2_weeks

NUMR-V Scores

N Novelty

2.0/5

U Urgency

5.0/5

M Market

4.0/5

R Realizability

5.0/5

V Validation

4.0/5

NUMR-V Scoring System

N Novelty	1-5	How uncommon the service is in market context.
U Urgency	1-5	How urgently users need this problem solved now.
M Market	1-5	Market size and growth potential from proxy indicators.
R Realizability	1-5	Buildability for a small team with realistic constraints.
V Validation	1-5	Validation signal quality from competition and demand data.

SaaS N=.15 U=.20 M=.15 R=.30 V=.20 Senior N=.25 U=.25 M=.05 R=.30 V=.15

Feasibility (73%)

Tech Complexity

29.3/40

Data Availability

23.3/25

MVP Timeline

20.0/20

API Bonus

0.0/15

Feasibility Breakdown

Tech Complexity	/ 40	Difficulty of core implementation stack.
Data Availability	/ 25	Practical availability and cost of required data.
MVP Timeline	/ 20	Expected time to ship a usable MVP.
API Bonus	/ 15	Bonus for viable public API leverage.

Market Validation (57/100)

Competition

8.0/20

Market Demand

6.2/20

Timing

14.0/20

Revenue Signals

10.5/15

Pick-Axe Fit

10.5/15

Solo Buildability

8.0/10

Validation Breakdown

Competition	/ 20	Signal quality from competitor landscape.
Market Demand	/ 20	Demand proxies from search and mention patterns.
Timing	/ 20	Fit with current shifts in tech, behavior, and regulation.
Revenue Signals	/ 15	Reference evidence for monetization viability.
Pick-Axe Fit	/ 15	How well the concept serves participants in a trend.
Solo Buildability	/ 10	Practicality for lean-team implementation.

Technical Requirements

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

Dashboard