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Updated · 1h ago
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ECOMMERCE CorroboratedEvidence 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

3
builder posts asking
latest ask seen 2d ago
+5 product posts seen in community · 11 events tracked
see the posts →
3
different people asking
across 1 platform
who →
12
rivals shipping · web scan
see prices →
$129
cheapest rival / mo
range →

In their words

"I don't see a place to put keywords in the new amazon product listing tool. Am I losing my mind?" — 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.

checking everything — "guessing in the dark" verbatimsign in to trace ↗
hero image with product centred but small — "didn't catch the eye" verbatimsign in to trace ↗

Pain, in numbers

Quantified only where a builder stated a real figure — no LLM estimates.

outselling me 3 to 1“They were outselling me 3 to 1 despite having fewer”

Hard requirements

Non-negotiables stated by builders in their own words. Miss one and they will not switch.

thumbnail must immediately communicate what the product is and why it's worth a closer lookbudget cap

Competitor pricing

Named rivals & real prices 🔒
Rivals charge $129/mo · names — log in ↗

How we checked

Where we searched
3 sources · GitHub (open-source check) · App Store · SaaS marketplaces
Verification funnel
50 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

12 rivals shipping (fact bar) see prices → market is crowded; differentiate on the unmet requirements above, don't compete on breadth.
3 builder posts asking · 3 different people (fact bar) see posts → demand is independently reported, not one person repeating themselves.
9 new tracked posts (all types) in the last 30 days vs 10 the month before see the curve → demand is steady.
3 demand signals vs 12 shipping rivals → supply already outweighs demand — enter only with an edge.
0 willingness-to-pay quotes yetno one has named a price — validate pricing before building.

Signal history

28 tracked posts (3 asks · 25 product/news) first post Dec 2025 ▲ 9 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 record2026-06-20 · +1 post · 16 on record2026-06-21 · +1 post · 17 on record2026-06-26 · +1 post · 18 on record2026-06-30 · +1 post · 19 on record2026-07-06 · +1 post · 20 on record2026-07-09 · +1 post · 21 on record2026-07-13 · +1 post · 22 on record2026-07-20 · +2 posts · 24 on record2026-07-21 · +1 post · 25 on record2026-07-26 · +1 post · 26 on record2026-07-27 · +1 post · 27 on record2026-08-02 · +1 post · 28 on record 28 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

8 source posts on record — each insight links back to a real one.

6 reddit2 ph

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