v0.1.0-alpha // REDDIT_SIGNAL_INGESTION

The Pain
Index.

Reddit surfaces the problems.
AI scores the opportunity.
You build the solution.

Pain Score

Intensity of frustration. Measures upvote velocity, emotional density, and comment volume.

Market Size

Estimated reach. Subreddit subscriber count normalized against Google Search volume.

Margin Potential

Commercial viability. Detection of willingness-to-pay signals and existing competitor pricing.

Live Opportunity Feed // DEMO DATA

Legal // r/legaladvice

On-Device Data Masking for Legal Compliance

Law firms handling sensitive PII cannot use cloud LLMs without violating client NDAs and GDPR.

Pain
94
Market
45
Margin
92
CONTEXT: B2B COMPOSITE: 83.1
Parenting // r/Parenting

Short-Notice Childcare for Shift Workers

Nurses and first responders struggle to find reliable childcare for rotating 12-hour shifts.

Pain
91
Market
82
Margin
65
CONTEXT: B2C COMPOSITE: 82.5
Finance // r/ecommerce

Automated Chargeback Evidence Collection

eCommerce brands lose 3% of revenue to fraudulent chargebacks because they lack time to gather shipping proof.

Pain
88
Market
60
Margin
85
CONTEXT: B2B COMPOSITE: 79.5
Productivity // r/ADHD

Neurodivergent Executive Function Coaching

Late-diagnosed adults lack affordable, non-clinical systems to manage workflows and focus.

Pain
85
Market
75
Margin
70
CONTEXT: B2C COMPOSITE: 79.5
Finance // r/smallbusiness

Cross-Platform Inventory Drift Resolution

Small retailers struggle with SKU counts drifting between Shopify, Amazon, and physical shops.

Pain
78
Market
65
Margin
80
CONTEXT: B2B COMPOSITE: 75.1

Founder Intake // Priority Access

25 founders already waiting