Solve the Measurement ProblemUpdated February 2026

Get Ingredients from Any Cooking Video

You've watched the video 6 times. You still don't know if it's a teaspoon or a tablespoon. Preplo's AI extracts exact ingredients and measurements from any cooking video.

Why Cooking Videos Skip Measurements

It is not your imagination. Cooking videos are getting shorter, faster, and less precise. There is a structural reason for this, and understanding it explains why you keep rewinding the same 30-second clip trying to figure out how much garlic went into that pan.

Algorithm optimization. Platforms reward watch time and engagement, not accuracy. Shorter videos perform better on TikTok and Instagram Reels. Pausing to say “two and a quarter cups of all-purpose flour” kills the pacing. So creators skip it. They pour, they stir, they plate—and the algorithm rewards them for it.

Visual-first content. The goal of most cooking videos is to look beautiful, not to teach you how to replicate the dish. Overhead shots of batter being poured are aesthetically satisfying. A measuring cup with “1¾ cups” written on the side is not. Creators optimize for views, not for your success in the kitchen.

The “season to taste” culture. Experienced cooks eyeball everything. They have made the same dish hundreds of times and can feel when the seasoning is right. But that intuition took years to develop. When a creator says “add some salt” and throws in a handful, they know exactly how much that is. You do not. And the difference between “some salt” and the right amount of salt can be the difference between a great meal and an inedible one.

The “just watch and learn” myth. This advice works for technique—how to properly dice an onion, how to fold dough, when to flip a steak. But it completely fails for quantities. You cannot eyeball two tablespoons of soy sauce from a fast-moving video filmed at an angle. You cannot estimate “a good amount of flour” when the bowl is partially off-screen.

I hate the trend of recipes online saying 'I don't have measurements, season your food until your ancestors tell you to stop'

r/Cooking · Highly upvoted

This problem hits beginners the hardest. If you are just learning to cook, you do not have the muscle memory to know what “a pinch” actually means. You do not know that “a splash of olive oil” in a pasta recipe means roughly two tablespoons, not a quarter cup. Every vague instruction is a potential failure point, and enough failure points turn an exciting new recipe into a frustrating waste of groceries.

Even intermediate cooks struggle. You might know your way around a kitchen but still need measurements when trying a cuisine you are unfamiliar with. The ratio of fish sauce to sugar in a Thai dressing is not something you can guess. The amount of baking powder in a Japanese soufflé pancake matters down to the quarter teaspoon.

How do people know how much to use when there's no recipe?

r/cookingforbeginners · Dec 2023

AI That Extracts What Creators Don’t Share

Preplo does not just transcribe the video. It analyzes the full transcript, description, on-screen text, and contextual clues to reconstruct the complete recipe—including the measurements that the creator never bothered to mention.

When a video shows someone adding “a good amount of flour,” Preplo cross-references the dish type, the other ingredients already identified, and standard recipe ratios to determine that “a good amount” is approximately one and a half cups. When someone says “salt to taste,” the AI estimates the appropriate quantity based on the volume of food being prepared and the flavor profile of the dish.

The result is a structured, measured recipe that you can actually follow. Every ingredient has a quantity. Every step has clear instructions. And if you want to adjust the serving size, Preplo scales all the measurements automatically.

The Video Says...

  • add some sugar
  • a good amount of flour
  • salt to taste
  • throw in some butter
  • cook until it looks done

Preplo Extracts...

  • Sugar — 2 tbsp
  • All-purpose flour — 1½ cups
  • Salt — ¾ tsp
  • Unsalted butter — 3 tbsp
  • Bake at 350°F for 25 min

I don't give a f*** about your video recipe if it doesn't have measurements

r/unpopularopinion · 5,600+ upvotes

From video to ingredient list

Get measured ingredients from any cooking video in seconds.

01

Paste the Video URL

Copy a link from YouTube, TikTok, or Instagram. Long-form tutorials and short-form reels both work.

02

AI Analyzes the Content

Preplo extracts ingredients, quantities, and cooking steps from the video transcript and description.

03

Get Your Measured Recipe

Receive a complete recipe with exact measurements and an auto-generated shopping list ready for the grocery store.

Never guess measurements

Preplo's AI does the measuring so you don't have to.

Exact Measurements

AI extracts precise quantities even when the video doesn't state them. No more "a pinch of this" guesswork.

Extracted Ingredients

All-purpose flour1 1/2 cups
Unsalted butter3 tbsp
Salt3/4 tsp
Sugar2 tbsp

Instant Shopping Lists

Get an auto-generated, categorized shopping list with estimated costs from any video recipe. Merge multiple recipes into one grocery run.

Produce

Garlic$0.75
Onions$1.20
Tomatoes$2.30
Estimated total$12.45

Works with Every Platform

Extract ingredients from YouTube, TikTok, and Instagram cooking videos. Long-form or short-form, Preplo handles both.

Supported Platforms

YouTube
TikTok
Instagram

Start Cooking with Preplo

Available now on iOS. Android coming soon.

Download on the App Store
Coming soon on Google Play

Ingredient Extraction FAQ

Common questions about getting ingredients from cooking videos.

Yes. Preplo's AI analyzes the full video transcript, description, and on-screen text to infer quantities even when the creator never explicitly states them. It cross-references common recipe ratios and cooking conventions to provide accurate measurements for every ingredient.

Preplo extracts ingredients from YouTube, TikTok, and Instagram Reels. Just paste any cooking video URL and the AI handles the rest, whether it's a 15-second TikTok or a 30-minute YouTube tutorial.

Preplo's AI uses context clues from the video, transcript, and common recipe databases to produce measurements that are accurate enough to cook from confidently. When a measurement is inferred rather than explicitly stated, the AI flags it so you know exactly what was estimated.

Yes. Preplo supports cooking videos in multiple languages. The AI can process transcripts in Spanish, French, Italian, Portuguese, German, and many other languages, translating and structuring the recipe into English for you.

Absolutely. Every extracted recipe automatically generates a categorized shopping list with estimated costs. You can combine ingredients from multiple video recipes into a single grocery list for efficient meal planning.

Preplo offers a free tier that includes a limited number of recipe extractions per month. For unlimited extractions and premium features like guided cook mode, AI recipe alterations, and advanced shopping lists, you can upgrade to a premium plan.

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