Crypto Bear Market Content Auto-Generator

3.50

Derivation Chain

Step 1 Bitcoin sharp drop

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Step 2 Surge in content demand from crypto media/influencers

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Step 3 Auto-generation tool for crypto content creators

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Step 4 Content fact-check & auto source citation service

Problem

During sharp cryptocurrency drops, crypto YouTubers/bloggers/newsletter writers need to publish analysis content within 24 hours, but collecting and analyzing on-chain data, exchange data, and macro indicators takes 4-8 hours. Falling behind in the breaking news race directly leads to subscriber churn, and hastily written content loses credibility due to factual errors.

Solution

Upon detecting a sharp drop event, automatically collects (1) on-chain data (large transfers, net exchange inflows), (2) exchange liquidation data, (3) Fear & Greed Index, and (4) related news, then generates analysis drafts using an LLM. Automatically attaches source links to all figures, with selectable output formats for YouTube scripts, blog posts, and newsletters.

Target: Crypto-focused YouTubers (1,000-50,000 subscribers), blog/newsletter operators, journalists at crypto media outlets

Revenue Model: SaaS Monthly Subscription at 39,000 KRW (~$29)/month (3 generations/day), 79,000 KRW (~$59)/month (unlimited + custom templates). 7-day Free Trial.

Ecosystem Role: Supplier

MVP Estimate: 2_weeks

NUMR-V Scores

N Novelty

3.0/5

U Urgency

4.0/5

M Market

3.0/5

R Realizability

4.0/5

V Validation

3.0/5

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 (69%)

Tech Complexity

29.3/40

Data Availability

19.6/25

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 (52/100)

Competition

8.0/20

Market Demand

3.8/20

Timing

14.0/20

Revenue Signals

7.5/15

Pick-Axe Fit

12.0/15

Solo Buildability

7.0/10

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

Data Pipeline [medium] AI/ML [medium] Frontend [low]

Dashboard