Pluck vs Preplo: Which AI Recipe Extraction App Is Better in 2026?

Preplo made a splash by winning the RevenueCat Shipyard 2026 Creator Contest. The concept (share a cooking video, get a structured recipe) resonated with judges and users alike. And for good reason: it’s a real problem that millions of home cooks face every day.

Note: Preplo hasn’t publicly launched yet. Our comparison is based on what was shown in the Shipyard contest demo and their public materials. We’ll update this post when Preplo becomes available.

But Pluck has been solving this problem with a more comprehensive approach. If you’re evaluating both apps, here’s what actually matters.

The core difference: extraction depth

Both apps let you share a video and get a recipe back. The difference is in how they extract it.

Preplo parses video transcripts and descriptions. When a creator writes out the full recipe in the YouTube description or has accurate auto-captions, Preplo works well. It’s simple and fast.

Pluck uses 5 distinct AI extraction modes:

1. Video frame analysis - captures ingredients and steps shown on screen
2. Audio transcription - AI speech recognition catches spoken instructions
3. OCR - reads text overlays, ingredient lists shown in the video
4. Caption parsing - analyzes written descriptions and metadata
5. Image extraction - AI vision for photos, screenshots, and cookbook pages

These modes work together. When a TikTok creator says “a quarter cup of soy sauce” but only writes “marinade recipe!!” in the caption, Pluck catches the full recipe. Preplo gets the caption.

Source coverage: 6 vs. 3

Preplo supports three platforms: YouTube, TikTok, and Instagram.

Pluck supports all three, plus:

• Facebook groups and pages, where recipe communities share content daily
• Any food blog URL - extract clean recipes from ad-heavy blog posts
• Photos - scan cookbook pages, handwritten family recipes, screenshots from group chats

If your recipe discovery happens entirely on YouTube and TikTok, Preplo covers you. But most home cooks find recipes everywhere: a friend’s Facebook post, a food blog, a photo of grandma’s recipe card. Pluck handles all of it.

AI cooking assistant: Pluck’s biggest differentiator

Preplo offers preset recipe modifications. Toggle a recipe to vegan, spicy, or low-carb, and the recipe updates automatically. It’s useful for common dietary changes.

Pluck takes a different approach with an AI cooking assistant that works contextually with whatever recipe you’re making:

• “I don’t have rice vinegar, what can I use?” → gets a substitution based on the specific recipe
• “How do I scale this to 8 servings?” → recalculates everything proportionally
• “What does ‘fold in’ mean for this batter?” → explains the technique in context
• “Is the chicken done if it’s slightly pink near the bone?” → real-time cooking guidance

This isn’t a generic chatbot. It understands the recipe you’re cooking and gives answers specific to your situation.

When Preplo might be enough

Be fair: Preplo isn’t trying to be everything. If your use case is specifically:

• Saving YouTube cooking video recipes with good descriptions
• Quick video-to-recipe conversion from TikTok creators who write things out
• Wanting cooking streaks and gamification to build a habit
• Preferring a cheaper option ($4.99/mo vs $6.99/mo)

Then Preplo serves that narrow use case competently. The RevenueCat win wasn’t accidental; the core concept works.

When you need Pluck

If any of these apply, Pluck is the better choice:

• You find recipes on more than just YouTube and TikTok (Facebook groups, food blogs, Instagram stories, photos)
• You want recipes extracted from videos where the creator speaks but doesn’t write. Pluck’s audio transcription catches what transcript-only parsing misses.
• You want help while cooking, not just a recipe card. Pluck’s AI assistant answers questions in real time.
• You photograph recipes from cookbooks, handwritten cards, or screenshots. Pluck’s vision AI handles them all.
• Privacy matters to you. Pluck is GDPR/CCPA compliant with no data selling.

The bottom line

OK, cards on the table: we built Pluck, so of course we think it’s the better choice. But we didn’t build it because we wanted to win a comparison chart. We built it because we were the people screenshotting recipes from Instagram at 11pm, losing them in our camera roll, and then Googling “that chicken thing with the crispy skin” three weeks later.

Preplo is a solid MVP that proves something we already knew: people desperately want to turn cooking videos into actual recipes. The RevenueCat win is well-deserved validation of that idea. We just think the solution needs to go further: more sources, deeper AI that actually watches the video instead of just reading the transcript, and an assistant that sticks with you from “ooh that looks good” all the way through plating.

The best way to compare? Don’t trust either of us. Try extracting the same recipe in both apps. Specifically, find a TikTok where the creator talks through the recipe without writing it down. See which app gives you the full recipe, and which one gives you “Full recipe in the video!”

See how Pluck’s 5 AI extraction modes work →