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TECH
CorroboratedⓘEvidence tiers: Early signal = 1 signal · Corroborated = 2-3 · Validated = 4+ signals across 2+ platforms. Every count appears exactly once, in the fact bar below — each traces to a real source post.
Work Automation Tool
What they tried & dropped
Extracted word-for-word from the evidence posts below — every item is quoted verbatim from a real builder.
self-automation
— "getting lost and automation only turning on one alarm or none"
verbatimsign in to trace ↗
Pain, in numbers
Quantified only where a builder stated a real figure — no LLM estimates.
70 alarms
24 alarms
60 alarms
15 alarms
Competitor pricing
Named rivals & real prices 🔒
Rivals charge $20-$50/mo · names — log in ↗
How we checked
Where we searched
3 sources · GitHub · App Store · SaaS marketplaces
Verification funnel
47 raw matches scanned, then AI-de-duped · see the breakdown below
Last scan
today · auto-refreshed every 3 months
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Every source post · named rivals with real prices · what builders tried & dropped · quantified pain — all traceable to the original posts
Sign up free →Signal history
2 posts on record since Jul 2026 — not enough to plot a trend. We plot history once a gap has 3+ posts spanning 3+ weeks.
Evidence pool
2 source posts on record — each insight links back to a real one.
2 reddit