Multi-Store Profit Tracker

The take: 7 complained · no good tool.

3 platforms · 7 mentions+1

Opportunity score 84/100 High Conviction

ECOMMERCE sector avg: 73 +11 Top 10% (51 cards)

PainPain intensity signal (LLM-judged level + average pain_strength from D signals).

51(moderate)

MentionsPublic discussion volume · benchmarked against full-library percentile (daily-refreshed).

25(weak)

PayPaid-evidence count (log-scale · 1 = 70, 2 = 80, 4 = 90, 8+ = 100).

70(moderate)

TriggerRecent trigger events count + freshness (14-day decay window).

25(weak)

SourcesPlatform-diversity percentile · how many distinct sources mention this.

50(moderate)

ForecastPredicted growth (TimesFM 7-day) · benchmarked against full-library percentile.

25(weak)

Score = real demand ÷ existing competition × evidence confidence · blue-ocean weighted (more competitors → lower score) · Early signal — thin evidence so far, firms up as more signals + competitor data arrive.

Burning Pain

Coverage

We searched 2 places where competitors live — transparent about what we covered and what we missed.

Where we searched

2 sources · GitHub · App Store

Real competitors found

0 shipped products (AI-verified from 36 raw matches)

Last scan

20d ago · auto-refreshed every month

Should you build this?

YES, if

You can ship in 1-2 weeks on $0-20/mo infrastructure
No direct competitors yet — first-mover window open

THINK TWICE

No paid evidence AND no competitors — could mean "no market" rather than "open market"

VALIDATE THIS WEEK

This weekend: DM 5 users who complained — ask if they'd pay $9/mo for a fix (no build yet)
Next 7 days: ship a 2-page landing site with $9/mo waitlist + "request beta" form — count signups
If 10+ signups: build the smallest version that solves the top 1 pain — defer the rest

Updated as new signals arrive

Gap fact panel

Pure SQL facts · 0 AI judgment · you decide why

📅 Earliest D signal: 2026-04-07

📊 Total D signals: 3

🌐 Unique sources: 2

⏱️ 30-day concentration: 0%

🔧 Tech-blocker keywords: none

⚡ Recent T signal: none

Top demand quotes:

"[r-AmazonSeller] Tracking Inbound inventory" · r-AmazonSeller · original →

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Who this is for · Why now · Willingness to pay · Full timeline · Competitor landscape · Build with AI prompt · Validation playbook · Evidence pool · 8+ more sections