How Pluck Extracts Recipes from
Videos, Photos & Social Media

Most recipe apps can only read food blogs. Pluck uses five AI extraction modes to turn cooking videos, Instagram Reels, TikTok clips, and even handwritten recipe cards into clean, structured recipes - automatically.

Share or paste a link

Send a cooking video URL from Instagram, TikTok, YouTube, or Facebook. Or upload a photo.

AI analyzes everything

Pluck watches the video, listens to narration, reads on-screen text, and parses captions - all at once.

Review and save

Get a complete recipe with ingredients, instructions, and a confidence score. Edit if needed and save.

Five extraction modes, one complete recipe

Each mode captures different evidence from the source. Pluck combines all five to produce the most accurate recipe extraction available in any app.

Video Frame Analysis

Pluck watches the video so you don't have to pause and screenshot.

Most cooking videos show ingredients being measured, poured, and combined - but the recipe is never written down. Pluck's AI samples key frames from the video at intelligent intervals, identifies ingredients and cooking actions on screen, and reconstructs the full recipe from the visual evidence.

How it works:

Pluck downloads the video and extracts key frames at strategic intervals - scene changes, close-ups of ingredients, and plating shots.
Multi-modal AI analyzes each frame to identify ingredients, quantities (measuring cups, spoons), and cooking techniques.
The AI cross-references visual evidence across frames to build a complete ingredient list and step-by-step instructions.

Competitor gap: No other recipe app analyzes video frames. Competitors that claim "video support" typically only read captions or subtitles - they never actually look at the video content.

Competitors without this capability: ReciMe, Flavorish, Paprika, Mela, Pestle, Honeydew, Recipe Keeper, Yummly, NYT Cooking, Deglaze

Audio Transcription

When the creator says "a pinch of salt," Pluck hears it.

Many cooking videos communicate critical details through narration - "add a generous tablespoon of olive oil," "let it simmer for about 20 minutes," "season to taste with salt and pepper." These spoken instructions often contain details that never appear on screen or in captions. Pluck transcribes the full audio track and feeds it to the AI alongside the visual data.

How it works:

The audio track is extracted from the video and processed through a speech-to-text model optimized for cooking vocabulary.
The transcription captures ingredient mentions, quantities, timing cues, temperatures, and technique descriptions.
The AI merges spoken instructions with visual evidence from frame analysis to fill gaps and resolve ambiguities.

Competitor gap: No competitor transcribes cooking video audio. Apps like Pestle and Flavorish rely on platform-generated captions, which are often incomplete, auto-generated, or missing entirely on short-form content.

Competitors without this capability: ReciMe, Flavorish, Paprika, Mela, Pestle, Honeydew, Recipe Keeper, Yummly, NYT Cooking, Deglaze

On-Screen Text Recognition (OCR)

Ingredient lists flashed on screen for 2 seconds? Pluck catches them.

Content creators frequently overlay text on their videos - ingredient lists, step numbers, temperatures, cooking times, and recipe titles. These text overlays appear for a few seconds and are easy to miss. Pluck's OCR capabilities read every piece of on-screen text, including stylized fonts, handwritten annotations, and multi-language text.

How it works:

During frame analysis, the AI identifies and reads all text overlays, captions, and on-screen graphics.
OCR runs on every sampled frame, capturing ingredient lists, quantities, and instructions that appear briefly on screen.
Extracted text is cross-referenced with audio and visual data to validate accuracy and resolve conflicts.

Competitor gap: Traditional recipe apps cannot read text from images or video frames. Even apps with basic image support (like Pestle) process static photos - they don't analyze text embedded in video content.

Competitors without this capability: ReciMe, Paprika, Mela, Honeydew, Recipe Keeper, Yummly, NYT Cooking, Deglaze

Caption & Subtitle Parsing

Captions are a starting point - but Pluck doesn't stop there.

Platform-generated captions and creator-provided subtitles are the easiest source of recipe information. Pluck parses them as a first pass, but treats captions as supplementary data - not the primary source. This matters because auto-generated captions frequently misspell ingredient names, miss quantities, and garble cooking terminology. Pluck uses captions alongside video, audio, and OCR data for a complete picture.

How it works:

Pluck fetches available captions and subtitles from the platform (YouTube auto-captions, TikTok text, Instagram captions).
The AI parses the caption text for recipe-relevant content - ingredients, steps, and contextual notes.
Caption data is merged with frame analysis, audio transcription, and OCR results, with higher-confidence sources taking priority when conflicts arise.

Competitor gap: This is the only extraction mode that a few competitors partially support. Pestle and Flavorish parse captions from some platforms, but they rely on captions as their only source - so if captions are missing or inaccurate, the extraction fails.

Competitors without this capability: ReciMe, Paprika, Mela, Honeydew, Recipe Keeper, Yummly, NYT Cooking, Deglaze

Image & Photo Extraction

Screenshot of a recipe? Photo of grandma's handwritten card? Pluck reads it.

Not every recipe comes from a video. Pluck also handles static images - photos of handwritten recipe cards, screenshots of recipes from social media, scanned pages from cookbooks, and images shared in group chats. The AI reads handwriting, printed text, and even messy kitchen-stained recipe cards to produce a clean, structured digital recipe.

How it works:

Upload or share a photo directly to Pluck - handwritten cards, cookbook pages, screenshots, or any image with recipe content.
The AI analyzes the image using OCR and visual understanding to identify the recipe title, ingredients, quantities, and instructions.
The extracted recipe is structured into Pluck's standard format with editable fields, so you can review and adjust before saving.

Competitor gap: Some apps (Pestle, Flavorish) offer basic photo-to-recipe features, but they struggle with handwritten text, non-English recipes, and low-quality images. None match Pluck's accuracy on real-world recipe photos.

Competitors without this capability: ReciMe, Paprika, Mela, Honeydew, Recipe Keeper, Yummly, NYT Cooking

Why multi-modal extraction matters

A TikTok cooking video might show ingredients being measured (visual), say "about two cups of flour" (audio), flash "2 cups all-purpose flour" on screen for three seconds (OCR), and have a caption that just says "flour" (text). No single source tells the full story. Pluck's AI cross-references all five extraction modes to produce the most complete recipe possible.

Single-source apps

Read captions only (often auto-generated and inaccurate)
Miss spoken instructions entirely
Can't see what's happening on screen
Fail when captions are missing or sparse

Pluck (multi-modal)

Combines video, audio, OCR, captions, and images
Cross-validates data across sources
Handles missing or conflicting information
Produces complete recipes with confidence scores

Frequently asked questions

How accurate is Pluck's AI recipe extraction?

Pluck uses multi-modal AI that combines evidence from multiple sources - video frames, audio, on-screen text, and captions - to cross-validate the extracted recipe. This multi-source approach produces significantly more accurate results than apps that rely on a single extraction method. Each extraction includes a confidence score so you know how reliable the result is.

Which social media platforms does Pluck support?

Pluck extracts recipes from Instagram (posts, Reels, Stories), TikTok, YouTube (full videos and Shorts), Facebook (posts, Reels, Groups), and any website with recipe content. You can also extract from photos and screenshots shared via any app.

What happens if the AI can't fully extract a recipe?

Pluck shows you a confidence score for each extraction. If the AI is uncertain about specific ingredients or steps, those fields are flagged for your review. You can edit any part of the extracted recipe before saving it to your recipe box.

Do I need a paid plan to use AI extraction?

Pluck's free tier includes 3 AI extractions per month - enough to try it out. The Plus plan ($6.99/mo) gives you 50 extractions, and the Pro plan ($11.99/mo) gives you 200. All tiers use the same multi-modal AI technology.

How is Pluck different from apps that "support" video recipes?

Most apps that claim video support only read captions or subtitles from the platform. They never analyze the actual video content. Pluck's five extraction modes (frame analysis, audio transcription, OCR, caption parsing, and image extraction) work together to reconstruct the recipe from everything the creator shows and says - not just what's written in a caption.

Can Pluck extract recipes from handwritten recipe cards?

Yes. Pluck's image extraction mode can read handwritten recipe cards, cookbook pages, and scanned documents. The AI handles different handwriting styles, faded ink, and kitchen-stained cards. Take a photo with your phone and Pluck will produce a clean digital recipe you can edit and save.