Vule AI Recipe Organizer

Paste a recipe link, snap your fridge, or describe a craving - Vule uses AI to organize recipes, plan meals, track groceries, and manage your kitchen ingredients in one app.

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Inspiration

Eitan Bernath's brief resonated immediately — cooking should be fun, not admin. I've all saved dozens of recipes across screenshots, bookmarks, and DMs, only to stand in the grocery store wondering what I actually need. Vule was built to collapse that entire workflow into one place: see a recipe, save it, plan your week, shop with confidence.

What it does

Paste any recipe link — including TikTok — and Vule extracts everything automatically. Ingredients, steps, cook times, and nutrition. No manual entry.

From there, the app builds your week:

  • Meal Planner — drag recipes into breakfast, lunch, dinner, and snack
    slots across the week
  • Smart Grocery Lists — auto-generated from your meal plan, deduplicated
    and categorized by aisle
  • Fridge Scanner — snap a photo of your fridge and AI identifies what you already have, so you only buy what's missing
  • AI Recipe Generation — tell Vule what's in your kitchen and it creates
    recipes that match your dietary preferences and macro targets

How we built it

Vule is a native iOS app built with SwiftUI and SwiftData, with CloudKit sync so your recipes and plans follow you across devices. Recipe extraction uses a multi-strategy pipeline: HTML parsing for standard sites, oEmbed + transcript analysis for TikTok, and OpenAI/Claude vision APIs for the fridge-scanning feature. Monetization is handled through RevenueCat, powering a subscription that unlocks AI features and unlimited recipe imports.

Challenges we ran into

TikTok was the hardest source to crack — no public API, frequent changes to embed formats, and video-only content with no written recipe. I built a multi-layered fallback system: oEmbed metadata, video transcript extraction, and AI summarization of cooking instructions from raw transcripts.

Balancing AI accuracy with speed was another challenge. Fridge scanning needs to be fast enough to feel magical, but accurate enough to be useful. I tuned the vision prompts extensively and added a quick-edit step so users can correct any misidentified items before they hit the grocery list.

Accomplishments that we're proud of

  • One-tap recipe import from TikTok — most recipe apps ignore short-form video entirely. Vule parses video transcripts and metadata to extract full structured recipes from a single link.
  • Fridge scanning that actually works — point your camera at your fridge and AI identifies ingredients in seconds, bridging the gap between what you have and what you need.
  • Zero manual entry workflow — a user can go from seeing a recipe on social media to having a categorized grocery list without typing a single ingredient.
  • Full CloudKit sync — recipes, meal plans, grocery lists, and inventory stay in sync across all devices with no account creation required.
  • Native iOS 26 design — built with SwiftUI and Liquid Glass from the ground up, not a web wrapper.

What we learned

The biggest insight: people don't want another recipe app — they want fewer steps between "that looks good" and "dinner is ready." Every feature in Vule is designed to remove a step, not add a screen.

What's next for Vule AI Recipe Organizer

  • Shared meal plans — let families and roommates collaborate on weekly plans and split grocery lists
  • Pantry expiration tracking — notify users when ingredients are about to expire and suggest recipes that use them up first
  • Nutritional weekly summaries — show macro and calorie totals across the full meal plan, not just per-recipe
  • Apple Watch companion — quick grocery list access and step-by-step cooking mode on your wrist
  • Android release — bring the same experience to a wider audience

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