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Updated · 1d 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.

Free AI Automation Server

4
builder posts asking
latest ask seen 11d ago
+5 product posts seen in community · 1 event tracked
see the posts →
4
different people asking
across 1 platform
who →
17
rivals shipping · web scan
how verified →

In their words

"How I can build ai automation completely free? And host to any free server so my agent runs 24*7" — 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.

Replit — "less stable and a bit unpredictable with the newer agent-based updates" verbatimsign in to trace ↗

Hard requirements

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

cheaperlow costavoid platform lock-inopen-sourceZDROpenAI-compatible

Competitor pricing

Named rivals · prices not yet verified 🔒
Pricing collected · names — log in ↗

How we checked

Where we searched
3 sources · GitHub (open-source check) · App Store · SaaS marketplaces
Verification funnel
59 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 · what builders tried & dropped · quantified pain — all traceable to the original posts

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What the numbers suggest

17 rivals shipping (fact bar) how verified → 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.
20 new tracked posts (all types) in the last 30 days vs 10 the month before see the curve → demand is rising.
4 demand signals vs 17 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 today → conversation is live now.

Signal history

69 tracked posts (4 asks · 65 product/news) first post Mar 2026 ▲ 20 in the last 30 days
2026-03-31 · +1 post · 1 on record2026-04-06 · +3 posts · 4 on record2026-04-10 · +2 posts · 6 on record2026-04-11 · +1 post · 7 on record2026-04-12 · +1 post · 8 on record2026-04-15 · +1 post · 9 on record2026-04-23 · +1 post · 10 on record2026-04-27 · +1 post · 11 on record2026-05-03 · +1 post · 12 on record2026-05-06 · +1 post · 13 on record2026-05-11 · +1 post · 14 on record2026-05-15 · +1 post · 15 on record2026-05-18 · +1 post · 16 on record2026-05-20 · +2 posts · 18 on record2026-05-23 · +1 post · 19 on record2026-05-26 · +1 post · 20 on record2026-05-27 · +1 post · 21 on record2026-05-28 · +2 posts · 23 on record2026-05-29 · +1 post · 24 on record2026-05-30 · +1 post · 25 on record2026-05-31 · +1 post · 26 on record2026-06-05 · +1 post · 27 on record2026-06-08 · +1 post · 28 on record2026-06-11 · +1 post · 29 on record2026-06-13 · +2 posts · 31 on record2026-06-14 · +1 post · 32 on record2026-06-15 · +2 posts · 34 on record2026-06-21 · +1 post · 35 on record2026-07-01 · +1 post · 36 on record2026-07-06 · +1 post · 37 on record2026-07-09 · +1 post · 38 on record2026-07-12 · +1 post · 39 on record2026-07-13 · +1 post · 40 on record2026-07-24 · +1 post · 41 on record2026-07-25 · +1 post · 42 on record2026-07-28 · +1 post · 43 on record2026-07-30 · +1 post · 44 on record2026-08-02 · +1 post · 45 on record2026-08-03 · +2 posts · 47 on record2026-08-05 · +1 post · 48 on record2026-08-08 · +1 post · 49 on record2026-08-12 · +1 post · 50 on record2026-08-13 · +1 post · 51 on record2026-08-18 · +1 post · 52 on record2026-08-19 · +2 posts · 54 on record2026-08-20 · +1 post · 55 on record2026-08-22 · +1 post · 56 on record2026-08-24 · +2 posts · 58 on record2026-08-27 · +3 posts · 61 on record2026-08-28 · +1 post · 62 on record2026-08-31 · +1 post · 63 on record2026-09-01 · +1 post · 64 on record2026-09-02 · +1 post · 65 on record2026-09-03 · +1 post · 66 on record2026-09-04 · +1 post · 67 on record2026-09-09 · +1 post · 68 on record2026-09-10 · +1 post · 69 on record 69 0 Mar 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

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

5 reddit2 github1 ph

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