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The scan is the hook
Photo-to-calories in seconds is the moment that sells this category. It's Toast's core loop, and the first thing every visitor to your listing sees.
Nº 001 · Proven model
iOS + AndroidModeled on
Rebrand it with your AI tool. 100% yours, no royalties.
The finished app: point the camera at a meal, calories in seconds, subscription paywall already wired. “Toast” is just our working title. Your AI tool swaps in your name in about 10 minutes; make it fully yours, then submit to the App Store and Google Play as your own.
Built for people who've never written a line of code. An AI tool like Cursor, Claude Code, or ChatGPT's Codex does the technical work.
14-day refunds · 12 months of updates · 100% yours, no royalties
01
Download
Instant · One folder
One folder: the finished app, everything that powers it, instructions included.
02
Rebrand
~10 minutes · No code
Your AI tool swaps in your name, icon, and colors, then the guide walks the full make-it-yours pass, so stores and buyers see your app, not a template.
03
Launch
Your accounts · 100% yours
Submit under your own App Store and Google Play accounts. The playbook walks every click. Your name, 100% yours.
Market proof
AI calorie tracking is the most publicly documented app-revenue story of the past two years. It's the category Toast is built for. Reference points, sourced:

Cal AI · App Store · $2m revenue last month
Third-party estimateCaptured Jul 2026

Yazio · App Store · $5m revenue last month
Third-party estimateCaptured Jul 2026

Foodvisor · App Store · $1m revenue last month
Third-party estimateCaptured Jul 2026
The paper trail, sourced
Cal AI · $30M+ / yr · 15M+ downloads · reported, in under two years from launch
Built by two teenage founders; acquired by MyFitnessPal in December 2025. The category giant bought the model.
Publicly reportedTechCrunch, Mar 2026
Yazio · 100M+ · total users, self-reported
Freemium subscriptions since 2015: the category's scale ceiling.
Publicly reportedYazio press factsheet, Dec 2025
Figures describe the named reference apps, not this product, and are drawn from the sources shown. They are not a projection of your results.
The teardown
Before designing a single screen of Toast, we studied the category's three top earners screen by screen: their onboarding, their paywalls, their pricing, their retention loops. Then we designed Toast around what demonstrably converts.
All 237 screens of Cal AI, Yazio & Foodvisor. Analyzed.
Seen in![]()
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The scan is the hook
Photo-to-calories in seconds is the moment that sells this category. It's Toast's core loop, and the first thing every visitor to your listing sees.
Seen in![]()
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Paywall where it converts
All three top earners gate after the personalized plan reveal. Invest first, ask second. Toast's paywall follows the same logic, honest trial timeline included.
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Retention machinery, built in
Streaks with a weekly shield, smart reminders, progress that compounds. The retention loops this category runs on, already built.
The obvious question
Couldn’t you just vibecode one?
In a weekend, sure. You'd be guessing. Every conversion-critical decision in Toast is backed by what the top earners already proved: the onboarding arc, the paywall placement, the pricing structure. You're not buying code. You're buying the part you can't guess.
The funnel
The entire first-launch flow at five-times speed: every quiz step, the personalized plan reveal, then the hard paywall with its honest trial timeline. Nothing skipped, nothing mocked up. The subscription price you'll see is the demo's. Every buyer sets their own.
The finish line
We call it Toast. You won't. Type the name you'd launch under and watch the listing become yours.
Toast
Health & Fitness · our demo brand
Every owner launches their own name, icon, positioning, and feature mix. None of them launch “Toast.”
The product
Shown wearing our demo brand, Toast. The exact build you download, rebrand, and publish. Nothing here is a mockup. Light and dark mode ship built in. Flip them.
The feel
Watch the tab bar. The glass actually refracts what's behind it and bends the light at its edges. That's Apple's own material, used throughout the app, not a CSS imitation of it. It's the difference between an app that feels current and one that looks like it was built years ago.
What you get
Download it once. It’s complete. No credits, no platform lock-in, no monthly builder fee. You'll never read or edit any of it; it’s what your AI tool works with.
Every app we modeled this on runs on the same business model Toast ships with: a subscription paywall in both stores. That mechanism is included, finished.
Native features, already built
Choose your finish
The same finished app in all three. The only difference is who does the launch work.
Start with App Files. Upgrade later and pay only the difference.
After you pay
Specs
For the technically curious, everything below is handled for you.
Spec sheet
Nº 001
Owners
Nº 001 just launched. The buyer wall opens with its first owners. Real purchases only, nothing seeded.
Questions before buying? ask@applantic.co. We answer within a day.
Maintained
12 months of code updates are included with every license. Pull them whenever you want.
v1.0.0
Aug 27, 2026
Questions
A downloadable folder with the complete, working app: the full iPhone + Android app, everything that powers it behind the scenes, a subscription paywall already wired in, and step-by-step instructions written for AI tools. Download it once; it’s yours to modify and publish. No subscription to us, no credits, no platform.
A basic version, sure. You could vibe code it in a weekend. But you’d be guessing. Every conversion-critical decision in our apps is grounded in category leaders that already grossed millions: the onboarding arc, the paywall placement, the pricing structure, the retention loops. You’re not buying code. You’re buying the part you can’t guess.
Yes. That’s who it’s built for. You open the folder with an AI tool (Cursor, Claude Code, ChatGPT’s Codex, or similar), paste one line from the included rebrand doc, and it does the renaming, recoloring, and setup for you. You never have to read the code. Bigger changes (adding or removing features) work the same way: you describe, it builds.
The folder includes a rebrand document your AI tool executes: your app name, colors, wording, icon, and the technical identifiers the stores require. It handles all of it, you just tell it your brand. For most buyers it’s about 10 minutes from download to a build that carries their name. That’s the rename. Before you submit, the guide walks the deeper pass we strongly recommend: your own positioning, store listing, screenshots, pricing, and feature mix.
You can. We strongly recommend you don’t. App stores reject look-alike submissions when too many near-identical apps arrive (Apple files it under spam; Google calls it repetitive content). The guide walks the full make-it-yours pass: your positioning, your store listing and screenshots, your price, and your feature mix. Your AI tool adds or removes features the same way it renamed the app. An afternoon of making it yours is the difference between a template in the review queue and your app in the store.
Yes, in the plain sense of the words. You get a finished app to rebrand and publish under your own name: no royalties, no revenue share, nothing of ours left in it. The difference is depth. Most white label products stop at a logo swap. Here the guide walks the full make-it-yours pass: your positioning, your listing and screenshots, your price, and your feature mix. What reaches the stores is your app, not a shared shell.
All of it. You publish under your own developer accounts and your own brand, and subscriptions run through your own store accounts. Revenue never touches ours. No royalties, no revenue share, no Applantic branding anywhere in your app.
One commercial app per license. If you ship apps for clients, the agency license (about 3× the tier price) covers unlimited client apps from the same codebase.
Each owner launches under their own name, icon, positioning, and price (the make-it-yours pass the guides walk you through), in categories where the stores already hold hundreds of competing apps. Two full rebrands of the same codebase are just two more of those competitors, sharing nothing a customer ever sees. Nobody launches our working title.
An Apple Developer account ($99/year) and a Google Play developer account ($25 one-time). The playbook walks you through opening both, no code involved. Done For You does the submissions for you, under your accounts.
The submission playbook covers the common review points, and the full rebrand we recommend (your name, icon, positioning, screenshots, pricing, and feature mix) is what makes the app yours in review’s eyes. We keep the codebase updated against store policy changes for 12 months. Done For You resubmits until you’re approved, and refunds in full if we can’t get you there.
14-day refunds, no questions asked, even after you’ve downloaded everything. Updates to the codebase are included for 12 months, pulled whenever you want.
Scans run on a pay-as-you-go AI account you create in about 5 minutes (Anthropic or OpenAI; the setup guide shows exactly where to paste one code). Roughly $0.002 per scan, about 30¢ a month for a user who scans five meals a day. Your account details never ship inside the app.
Yes. Demo mode runs the entire app with zero keys (sample scans, simulated purchases, local-only data) so you can preview and record it immediately. Add Supabase keys for real AI scanning and cloud sync, and RevenueCat keys for real subscriptions. Barcode lookup and food search never need a key at all.
Both are built in. One config flag switches between a hard subscription gate after onboarding (the category standard) and a soft free tier with a daily scan allowance. Ship whichever fits your positioning; no code changes either way.
Nº 001
The winners already ran the experiment. Toast is built on what it proved, finished. Your brand on it, your paywall in it, your price on the paywall. 100% yours, no royalties.
14-day refunds, even after you've downloaded everything