Built an AI nutrition tracker after getting frustrated with CalAI pricing and accuracy
I kept bouncing off the current AI calorie trackers, especially when they missed obvious foods or pushed me into expensive plans too fast.
So I built MetricSync. The pitch is simple: cheaper than CalAI, more features, better accuracy, and a 3 day free trial so people can test it before paying.
I am not trying to do generic wellness fluff. The people I care about are the ones who actually track food consistently, lift, cut, bulk, or just want macro tracking without fighting the app.
If anyone here uses CalAI or other AI nutrition apps regularly, I would love blunt feedback on what actually makes you switch. Site is https://www.metricsync.download
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The framing "cheaper + better accuracy + free trial" is reasonable, but in my own indie experience (small iOS side project) the thing that actually flips users isn't a price comparison, it's whether the first 2 days feel less effortful than what they had. Track-everything apps live or die on day-3 friction — if my breakfast takes more taps in your app than CalAI on day 3, I'm gone before pricing even matters. Two blunt suggestions: (1) optimize the empty-state and the "I forgot to log lunch yesterday" recovery flow before adding features, and (2) start the free trial on first successful log, not on signup, so people who never get past install don't burn it. Are you instrumenting time-to-first-log specifically, or only signup→trial conversion?
Yeah, I think that is exactly right. Cheaper than CalAI and more features only matter if the first real meal log feels faster and more trustworthy. I am tracking time to first successful log right now, and I need to add a better "forgot to log earlier" recovery flow because that is a real day-2 and day-3 failure point. Also agree the 3 day free trial should probably start on first successful log instead of signup. The goal is better accuracy with less friction, not just another nutrition app with a bigger feature list.
The wedge is clear.
Most calorie apps fail in one of two places:
bad recognition
or fake retention through paywalls
That makes the real product less “AI calorie tracker” and more “compliance without friction.”
That’s the stronger positioning.
People who track seriously do not want motivation.
They want speed, accuracy, and enough trust to log without double-checking everything.
That’s the actual product.
MetricSync is clean, but it still sounds like backend infrastructure, not something built for nutrition adherence.
If this stays focused on serious lifters, cutters, and macro tracking, the product likely needs a name that feels more precise and habit-native.
Lyriso.com fits that direction much better.
Cleaner, more ownable, and better aligned with a product built around consistency and body-state tracking rather than generic health tech.