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Updated · 1h ago
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TECH ValidatedEvidence 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.

API Alert System

4
builder posts asking
latest ask seen 1d ago
+5 product posts seen in community
see the posts →
4
different people asking
across 1 platform
who →
10
rivals shipping · web scan
see prices →
$5
cheapest rival / mo
range →

In their words

"I am looking for a tool/service I can host myself" — 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.

spreadsheets — "slowly rot" verbatimsign in to trace ↗
shared calendars — "nobody owns" verbatimsign in to trace ↗
reminder emails — "get ignored" verbatimsign in to trace ↗
Datadog — (no stated shortcoming) sign in to trace ↗
Uptime Kuma — "more suited for monitoring uptime in the sense that you know if everything is running 100% of the time but my usecase is more finding out if something is running too much" verbatimsign in to trace ↗

Hard requirements

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

self-hostedDocker supportconfigure 1...n hostsREST-API or similarWebhooks or notificationsmall team or solo developer budget

Competitor pricing

Named rivals & real prices 🔒
Rivals charge $5-$199/mo · names — log in ↗
Open-source check · GitHub · 2026-07-21
🔵 5 open-source attempts, none above ⭐1 — no winner yet · verify ↗
Competitor adoption · official registry · 2026-07-30
Slack: 115,417 npm downloads/week
Telegram: 288,249 npm downloads/week

How we checked

Where we searched
3 sources · GitHub (open-source check) · App Store · SaaS marketplaces
Verification funnel
56 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
4d 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

10 rivals shipping (fact bar) see prices → market is crowded; differentiate on the unmet requirements above, don't compete on breadth.
4 builder posts asking · 4 different people (fact bar) see posts → demand is independently reported, not one person repeating themselves.
5 new tracked posts (all types) in the last 30 days vs 14 the month before see the curve → demand is cooling.
4 demand signals vs 10 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.
last new signal 110 days ago → conversation is quiet lately.

Signal history

31 tracked posts (4 asks · 27 product/news) first post Jan 2026 ▲ 5 in the last 30 days
2026-01-30 · +1 post · 1 on record2026-04-12 · +1 post · 2 on record2026-04-18 · +1 post · 3 on record2026-04-29 · +1 post · 4 on record2026-04-30 · +2 posts · 6 on record2026-05-06 · +1 post · 7 on record2026-05-11 · +1 post · 8 on record2026-05-25 · +1 post · 9 on record2026-05-28 · +1 post · 10 on record2026-06-04 · +1 post · 11 on record2026-06-06 · +1 post · 12 on record2026-06-10 · +1 post · 13 on record2026-06-12 · +1 post · 14 on record2026-06-13 · +1 post · 15 on record2026-06-16 · +1 post · 16 on record2026-06-17 · +1 post · 17 on record2026-06-19 · +2 posts · 19 on record2026-06-23 · +1 post · 20 on record2026-06-25 · +1 post · 21 on record2026-06-28 · +1 post · 22 on record2026-06-29 · +1 post · 23 on record2026-07-01 · +1 post · 24 on record2026-07-02 · +1 post · 25 on record2026-07-05 · +1 post · 26 on record2026-07-07 · +1 post · 27 on record2026-07-13 · +1 post · 28 on record2026-07-21 · +1 post · 29 on record2026-07-22 · +1 post · 30 on record2026-07-26 · +1 post · 31 on record 31 0 Jan 2026 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

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

4 reddit3 ph

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