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36 chains are now fully( 100%) documented, and you can see the list in the app

Quick update on the data side.

A chain counts as fully documented when every item on its menu comes from the chain's own published fat numbers instead of our estimate. As of today that is 36 US chains, including McDonald's, Starbucks, Taco Bell, Wendy's, Chipotle, Chick-fil-A, Subway, Burger King, Dunkin' and Domino's.

You can see the whole list in the app now: Settings, then Learn, then Fully documented chains. It updates itself as we finish more. The site has the same list on the…

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What is the reasoning for premium? (and what it actually is)

Everything that matters in this app is free and always will be.
The tracker, the whole restaurant database, the receipts behind every number, the scanner, reading and replying here in the forum.
None of that will ever go behind a paywall. Not the best features, not the main features. That is a promise.

So what does premium unlock?
My blog.
The ability to post more than 3 times a week here (the 3 post limit exists to keep spam…

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Changelog, August 1. Gas stations join the tracker.

You can now check the pump snacks too. Plus the biggest week of menu growth we have ever had.

What's new:
- Gas Station Survival Guide: 15 US gas station chains scored, so you know the best and worst grabs at the pump
- Canada jumps to over 260 chains, 150 new this week with about 4,350 menu items
- UK grows to over 250 chains, 60 more since Thursday
- Australia hits 100 chains
- 18 new US chains too
- new totals: 1,260 chains and over…

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Changelog: July 31, 2026. UK expansion complete.

The UK just went from 30 chains to 190.

What's new:
- 160 new UK chains this week: pub groups like Hungry Horse, Chef and Brewer and Miller and Carter, bakeries like Gail's and Cooplands, plus chicken shops, dessert spots, sushi, pizza and coffee
- around 5,800 new menu items today alone, 68,674 items across 931 chains total
- every chain is scored on the oil it actually fries in, which in the UK usually means rapeseed or sunflower
- the…

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