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ECOMMERCE ValidatedEvidence tiers: Early signal = 1 uncorroborated signal — treat as radar, not a validated opportunity · Corroborated = 2-3 signals · Validated = 4+ signals across 2+ platforms. Every count appears exactly once, in the fact bar below — each traces to a real source post.

Estate Sale Manager

4
signals found
see the posts →
2
platforms
which ones →
7
rivals shipping
see prices →
$99
cheapest rival / mo
range →

What they tried & dropped

Extracted word-for-word from the evidence posts below — every item is quoted verbatim from a real builder.

PPC — "the number of paying users was tiny" verbatimsign in to trace ↗
LinkedIn — "did nothing" verbatimsign in to trace ↗
X — (no stated shortcoming) sign in to trace ↗
Cold email — "dead on arrival" verbatimsign in to trace ↗

Pain, in numbers

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

8 months“For about eight months I threw everything at distribution”

Competitor pricing

Named rivals & real prices 🔒
Rivals charge $99/mo · names — log in ↗

How we checked

Where we searched
3 sources · GitHub (open-source check) · App Store · SaaS marketplaces
Verification funnel
38 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
today · auto-refreshed every 30 days

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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

7 rivals shipping (fact bar) see prices → market is crowded; differentiate on the unmet requirements above, don't compete on breadth.
4 signals across 2 platforms (fact bar) see posts → demand is cross-platform & independently reported.
4 new posts in the last 30 days vs 0 the month before → demand is rising.
4 demand signals vs 7 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

4 posts on record since Jun 2026 — not enough to plot a trend. We plot history once a gap has 3+ posts spanning 3+ weeks.

Evidence pool

Top 2 of 4 signals on record — each insight links back to a real one.

2 reddit

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