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Updated · 1h ago
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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.

Amazon Listing Optimizer

7
builder posts asking
latest ask seen 10d ago
+37 product/news posts tracked · 13 events tracked
see the posts →
7
different people asking
across 1 platform
who →
22
rivals shipping · web scan
how verified →

In their words

"Because right now my approach feels embarrassingly inefficient and I can't afford to keep losing days every time this happens" — a builder, verbatim · sign in free to trace the source ↗

What they tried & dropped

Quoted from the posts below — each quote is checked word-for-word against the stored post.

checking everything — "guessing in the dark" verbatimsign in to trace ↗

Pain, in numbers

Only where a builder stated a figure — quoted word-for-word from the post.

“1.1k PPC impressions, 3 clicks, 0 ad sales”~1.1k PPC impressions, 3 clicks, 0 ad sales

Hard requirements

Summarised from the posts below. Miss one and they will not switch.

free or paidprivate-label seller on Amazon USno agencies or service DMsamazon listing optimizationkeyword analysispaid or free

Competitor pricing

Named rivals & real prices 🔒
Rivals charge $9.99-$50/mo · names — log in ↗

How we checked

Where we searched
3 sources · GitHub (open-source check) · App Store · SaaS marketplaces
Verification funnel
73 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
6d 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

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What the numbers suggest

22 rivals shipping (fact bar) how verified → market is crowded; differentiate on the unmet requirements above, don't compete on breadth.
7 builder posts asking · 7 different people (fact bar) see posts → demand is independently reported, not one person repeating themselves.
6 new tracked posts (all types) in the last 30 days vs 8 the month before see the curve → demand is cooling.
7 demand signals vs 22 shipping rivals → supply already outweighs demand — enter only with an edge.
0 willingness-to-pay quotes yet → no one has named a price — validate pricing before building.
last new signal 5 days ago → conversation is live now.

Signal history

44 tracked posts (7 asks · 37 product/news) first post Dec 2025 ▲ 6 in the last 30 days
2025-12-15 · +1 post · 1 on record2026-02-17 · +2 posts · 3 on record2026-03-25 · +1 post · 4 on record2026-04-06 · +1 post · 5 on record2026-04-13 · +1 post · 6 on record2026-04-17 · +1 post · 7 on record2026-05-14 · +1 post · 8 on record2026-06-04 · +1 post · 9 on record2026-06-10 · +1 post · 10 on record2026-06-12 · +2 posts · 12 on record2026-06-15 · +1 post · 13 on record2026-06-17 · +1 post · 14 on record2026-06-19 · +1 post · 15 on record2026-06-21 · +1 post · 16 on record2026-06-26 · +1 post · 17 on record2026-06-30 · +1 post · 18 on record2026-07-06 · +1 post · 19 on record2026-07-20 · +2 posts · 21 on record2026-07-21 · +1 post · 22 on record2026-07-22 · +1 post · 23 on record2026-07-26 · +1 post · 24 on record2026-07-27 · +1 post · 25 on record2026-08-02 · +1 post · 26 on record2026-08-09 · +1 post · 27 on record2026-08-16 · +1 post · 28 on record2026-08-17 · +1 post · 29 on record2026-08-25 · +1 post · 30 on record2026-09-06 · +1 post · 31 on record2026-09-16 · +1 post · 32 on record2026-09-21 · +1 post · 33 on record2026-09-23 · +1 post · 34 on record2026-09-26 · +2 posts · 36 on record2026-09-28 · +1 post · 37 on record2026-09-30 · +1 post · 38 on record2026-10-06 · +1 post · 39 on record2026-10-17 · +1 post · 40 on record2026-10-23 · +1 post · 41 on record2026-10-24 · +1 post · 42 on record2026-10-28 · +1 post · 43 on record2026-10-29 · +1 post · 44 on record 44 0 Dec 2025 today

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

Top 10 of the 44 tracked posts, picked as evidence — each insight links back to a real one.

8 reddit2 ph

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