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Crumbly
A food diary application that leverages machine learning and predictive AI to suggest nearby dining options based on location and time
verified Jul 15, 2026 · HTTP 200
CohortClass of 2026What it is
A food diary application that leverages machine learning and predictive AI to suggest nearby dining options based on location and time. It removes the guesswork from food decisions by delivering personalized recommendations tailored to your preferences and context.
HTTP liveness
10 probes since May 23May 23Jul 15
AliveHard-dead (404/5xx/parked)RedirectedUnverified (timeout/DNS/block)
Observed events
probes · press · GitHub- May 23, 2026First probe — liveAlive · 200 OK
Moat
Network effects
moderate
moderate · 0.80 confidence
Text classification · Jun 2026
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Pulse Indexobserved activity
10 probes0 pressGitHub –Tranco –
Not enough observed signals for a Pulse Index (needs 2+ signal families).
Cohort survival · Class of 2026weekly
567 products launched in 2026 · 100% still active
567 active0 sunset
Still active
100%
Median lifespan
4.9y