Pluck Recipes's answer

Pluck is the only recipe app that extracts recipes from video. Most recipe managers clip text from food blogs - Pluck goes further:

• Watches cooking videos on TikTok, Instagram Reels, YouTube, and Facebook
• Analyzes audio, on-screen text, and visuals to produce a complete recipe
• Strips food blog clutter down to just ingredients and steps
• Scans photos of cookbook pages and handwritten recipe cards

One app that handles every recipe source - not just text.

Handler's answer:

Handler is built specifically for app marketers who want to find what is already working on TikTok. Instead of guessing content ideas, Handler helps teams discover outlier TikToks, understand winning patterns, and decide what to test next.

Pluck Recipes's answer

Most recipe apps (Paprika, Mela, Pestle) only work with text-based food blogs. But that's not where people find recipes anymore:

• TikTok and Instagram - short-form video with no written recipe to clip
• YouTube - long tutorials where the recipe is spoken, not typed
• Food blogs - 2000 words of life stories before the ingredients

Pluck handles all of it. Plus:

• A free web tool at Plucks website anyone can try without downloading
• AI cooking assistant that answers questions while you cook
• Offline access to all saved recipes

Handler's answer:

Handler is focused on TikTok research for app growth, not generic social media management. It helps marketers move faster from “what should we post?” to clear creative direction based on real winning TikToks.

Pluck Recipes's answer

Home cooks who discover recipes on social media and food blogs. Specifically:

• People who save TikTok cooking videos but never find them again
• People who screenshot Instagram recipes that get buried in their camera roll
• People who scroll past five minutes of life stories on food blogs to reach the ingredients
• Anyone who wants their recipes organized in one place, ready to cook

Handler's answer:

Handler is made for app founders, growth marketers, mobile app teams, indie app builders, and agencies that use TikTok to grow consumer apps.

Pluck Recipes's answer

We built Pluck because saving recipes from social media is broken.

You find an amazing pasta recipe on TikTok, but there's no written recipe - just a 60-second video. Screenshot it? You'll never find it. Bookmark it? Lost in a sea of other bookmarks.

We wanted one app that handles any recipe source - video, blogs, photos - and turns it into something you can actually cook from.

The hardest part was video extraction:

• Combining audio transcription (what they say)
• On-screen text recognition (what they show)
• Visual analysis (what they do)

...to piece together a complete recipe from a fast-paced cooking video.

Handler's answer:

Handler was created because app teams spend too much time manually scrolling TikTok trying to understand what content works. We built it to make TikTok research faster, clearer, and more repeatable for app marketers.

Pluck Recipes's answer

• Mobile app - React Native with Expo
• Backend - Supabase (auth, database, edge functions)
• AI extraction - Claude AI for recipe parsing, with backup from GPT-5 and Gemini!
• Video processing - OpenAI Whisper for audio transcription
• Website - Astro, hosted on Netlify

Handler's answer:

Handler uses AI analysis, TikTok content research, video metadata extraction, creative pattern detection, and a web-based dashboard to help app marketers find and understand winning TikToks.

Handler's answer:

Handler is currently early, so we are not publishing customer names yet. The product is built for app founders, consumer app teams, growth marketers, and agencies working on TikTok-based app growth.