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ECOMMERCE
ValidatedⓘEvidence tiers: Early signal = 1 uncorroborated request — treat as radar, not a validated opportunity · Corroborated = 2-3 requests · Validated = 4+ requests from 2+ different people. Every count appears exactly once, in the fact bar below — each traces to a real source post.
Cost Tracker Tool
In their words
"I forget to add some expenses, and I often don’t know the real profit per pallet until much later" — a builder, verbatim · sign in free to trace the source ↗
What they tried & dropped
Extracted word-for-word from the evidence posts below — every item is quoted verbatim from a real builder.
Seller Central
— (no stated shortcoming)
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Hard requirements
Non-negotiables stated by builders in their own words. Miss one and they will not switch.
efficienthold the payout currency and pay suppliers without the conversion round tripsingle platformscalabilityno APIExcel/CSV updates
Competitor pricing
Named rivals & real prices 🔒
Rivals charge $11.99-$159/mo · names — log in ↗
Open-source check · GitHub · 2026-07-11
⚠️ Established open-source player: getagentseal/codeburn ⭐8,588 — Free, local tool to track AI coding token usage and cost across 31 tools and agents (Claude Code, Cursor, Codex, Gemini
How we checked
Where we searched
3 sources · GitHub (open-source check) · App Store · SaaS marketplaces
Verification funnel
45 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
7d ago · auto-refreshed every 30 days
Sign in to see the full opportunity
Every source post · named rivals with real prices · what builders tried & dropped · quantified pain — all traceable to the original posts
Sign up free →Signal history
7 tracked posts (7 asks · 0 product/news)
first post Jun 2026
▲ 1 in the last 30 days
Cumulative tracked posts (asks + products + news) by original post date · GapMine tracked communities — not search volume · every step traces to a real post in the evidence record (sign in to read them).
Evidence pool
7 source posts on record — each insight links back to a real one.
7 reddit