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Updated · 1d ago
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TECH Early signalⓘ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.

Private AI Embeddings Platform

1
builder post asking
latest ask seen 3mo ago
see the posts →
1
person asking
across 1 platform
who →
21
rivals shipping · web scan
see prices →
$9.99
cheapest rival / mo
range →

In their words

"I don't need to run local LLMs like Qwen 3.6 27B or Gemma 4 31B" — a builder, verbatim · sign in free to trace the source ↗

Hard requirements

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

offline inference only

Competitor pricing

Named rivals & real prices 🔒
Rivals charge $9.99/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
23d ago · 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

Insufficient evidence to score — single-signal gap. We don't grade what we can't verify; the two facts below are all we know.
21 rivals shipping (fact bar) see prices → market is crowded; differentiate on the unmet requirements above, don't compete on breadth.
1 builder post asking (fact bar) see post → too early to call it demand — watch, don't build yet.

Signal history

1 post on record since Dec 2025 — not enough to plot a trend. We plot history once a gap has 3+ posts spanning 3+ weeks.

Evidence pool

1 source post picked as evidence — each insight links back to a real one.

1 reddit

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