DreamSeeds · App Research Report · 2026-03-29

StripCook
Cook Clean. No Bloat.

Paste any recipe URL → AI strips ads and fluff → scale servings → swap ingredients → voice-guided cooking, entirely on-device.

Food & Drink $5.8B market One-Time $4.99 ad-free recipes
🟢
Research Verdict
GO
Large growing market with clear differentiation in voice + on-device AI + one-time pricing
7.5
out of 10
01 — Name Research

Candidate names

Recommended
StripCook
com.stripcook.app
.com Free — $11.25/yr ✅ App Store: Clear
Name .com .io App Store Clear? Trademark Risk Score
StripCook ✅ Free ❌ Taken ✅ Clear Low 8/10
RecipePure ❌ Taken ✅ Free ⚠️ Similar Medium 6/10
CleanPlate ✅ Free ✅ Free ✅ Clear Low 7/10
RecipeCut ❌ Taken ❌ Taken ❌ Taken Medium 4/10
VoiceMeal ✅ Free ✅ Free ✅ Clear Low 7/10
02 — Market

Market overview

TAM
$5.8B
Straits Research, 2025
Growth Rate
10.5% YoY
Year over year
Target User
Busy home cooks who hate recipe blog bloat

The recipe app market is valued at $5.8B (2025) growing at 10.5% CAGR to $14.3B by 2033. Over 1B monthly active recipe app users globally, but the #1 complaint across Reddit and app reviews is ad-bloated recipe websites with 15-30 ads per page. Paprika dominates with a one-time model ($4.99) proving willingness to pay, yet no app combines on-device AI extraction + voice-guided cooking + one-time pricing.

03 — Competition

Top 5 competitors

Monetization model, marketing strategy, and the #1 complaint from users for each.

#1 Paprika 3 ⭐ 4.9 · ~120K/yr
💵 Est. Monthly Revenue

$40K/mo

💰 Monetization
One-Time Purchase

$4.99 iOS, $29.99 Mac — separate purchases per platform. No subscription. Meal planning + grocery lists included.

📣 Marketing

Word-of-mouth, App Store ranking (#30 Food & Drink), Reddit recommendations. Zero paid ads.

😤 #1 Complaint

Per-device payment friction — must buy separately for iOS, Mac, Android. Unintuitive meal planning UI.

#2 ReciMe ⭐ 4.7 · 800K+ total
💵 Est. Monthly Revenue

Unverified

💰 Monetization
Subscription

Freemium → $9.99/mo subscription. Extracts from TikTok/Instagram/YouTube. 2025 price increase angered users.

📣 Marketing

Social media integration (TikTok extraction), influencer partnerships, app store optimization.

😤 #1 Complaint

Subscription cost increase to $9.99/mo alienated budget-conscious users. Requires internet for extraction.

#3 AnyList ⭐ 4.4 · 500K+
💵 Est. Monthly Revenue

Unverified

💰 Monetization
Freemium

$9.99/yr individual, $14.99/yr household. Recipe import from 1000+ sites plus grocery list features.

📣 Marketing

Browser extension, partnership integrations, word-of-mouth. Family sharing as growth lever.

😤 #1 Complaint

Premium features gated behind subscription. No voice guidance. Limited recipe extraction accuracy.

#4 Just the Recipe ⭐ 4.5 · 200K+
💵 Est. Monthly Revenue

Unverified

💰 Monetization
Subscription

$2/mo or $15/yr. Recipe de-cluttering, organization, shopping lists. Positioned as 'ad-free' alternative.

📣 Marketing

Direct 'anti-bloat' positioning on social media. Reddit presence in r/cooking. App Store SEO.

😤 #1 Complaint

No auto-save — manual saving creates friction. No voice guidance. Requires subscription for unlimited use.

#5 Hestia ⭐ 4.3 · 50K+
💵 Est. Monthly Revenue

Unverified

💰 Monetization
Freemium

Free tier + premium for voice-guided features. Newly launched, validating voice-cooking demand.

📣 Marketing

Early-stage. Voice-first cooking positioning. Product Hunt launch. Food blogger outreach.

😤 #1 Complaint

Limited recipe library at launch. Voice recognition struggles with kitchen background noise.

The gap: No voice + AI + one-time app

Every recipe app either charges a subscription (ReciMe, Just the Recipe) or lacks voice guidance (Paprika). No competitor combines on-device AI recipe extraction + voice step-by-step cooking + one-time $4.99 pricing. The intersection of privacy, voice, and affordability is completely uncontested.

04 — ASO

Keyword strategy

🔴 High volume / High competition — use in description only
recipe app recipe organizer meal planning app
🟡 Medium volume / Medium competition — title + subtitle targets
voice recipe guide ad-free recipes cooking without ads
🟢 Low competition / Niche — quick ranking wins
hands-free cooking app recipe bloat remover on-device AI recipes
ElementRecommended CopyChar Count
App Store TitleStripCook: AI Recipe Guide26/30
SubtitleVoice-Led, Ad-Free Cooking26/30
Primary CategoryFood & Drink
05 — Scoring

Opportunity score

Market Size
8
Competition Level
7
Differentiation
7
Monetization Clarity
8
Tech Feasibility
8
ASO Opportunity
7
🟢 Overall: 7.5 / 10 — GO

StripCook targets a $5.8B market growing 10.5% YoY with a genuinely differentiated product: on-device AI + voice cooking + one-time $4.99. Paprika proves the one-time model works ($40K/mo revenue), but lacks voice. ReciMe validates recipe extraction demand but charges $9.99/mo subscription. StripCook sits in the uncontested intersection. Technical feasibility is high — iOS 26 Foundation Models + Speech framework handle all inference on-device with zero API cost.

Biggest RiskBiggest Opportunity
Recipe extraction accuracy varies wildly across blog formats — requires robust parser. Kitchen noise degrades voice recognition. Recipe blogs generate $1B+ in ad revenue that users actively hate. An app that eliminates that friction captures massive word-of-mouth. Potential B2B licensing to meal kit services.
06 — Spec

MVP app spec

Register these in App Store Connect before opening Xcode.

Bundle ID and IAP product IDs must be created in App Store Connect first. Mismatches are the #1 cause of upload failures.

Bundle ID — register this first
com.stripcook.app

Register in Apple Developer Portal → Certificates, IDs & Profiles → Identifiers

Monetization
One-Time IAP

$4.99 one-time premium unlock. Free tier: 3 URLs/month. Premium: unlimited imports, voice guidance, offline mode.

IAP Product IDs — create in App Store Connect → In-App Purchases
  • com.stripcook.premium.unlock — $4.99 (Full access)
  • com.stripcook.credits.5pack — $0.99 (5 extra imports)
  • com.stripcook.credits.20pack — $2.99 (20 extra imports)
  • com.stripcook.offline.boost — $1.99 (Enhanced offline pack)
Tech Stack
  • iOS 17+, SwiftUI, Swift 6
  • @Observable for state
  • StoreKit 2 for IAP
  • None — fully on-device
  • Foundation Models, Speech, NaturalLanguage, StoreKit 2
Target User
Busy Home Cooks

Parents and professionals who cook 3-5x/week, hate recipe blog ads, want hands-free guidance while cooking, and refuse to pay monthly subscriptions.

MVP Core Features

#FeatureWhy It MattersSession
1URL → AI Recipe ExtractionCore value prop — strips ads and blog fluff to extract clean recipeS2
2Voice Step-by-Step GuidanceHands-free cooking — no touching phone with messy handsS5
3Serving Size ScalingAI adjusts all ingredients proportionally for any serving countS2
4Smart Ingredient SubstitutionDietary swaps (gluten-free, vegan) powered by on-device AIS6
5Offline Recipe VaultCook anywhere without internet — recipes stored locallyS2

9-Session Build Plan

S1
Scaffold + Auth
S2
Recipe extraction engine + scaling + offline vault
S3
StoreKit 2 / IAP
S4
Onboarding flow
S5
Voice-guided cooking pipeline (Speech + TTS)
S6
AI ingredient substitution + dietary profiles
S7
Timer integration + Live Activities + haptic alerts
S8
Settings + account management
S9
Push notifications + TestFlight upload
DreamSeeds · App Research · 2026-03-29
StripCook Score: 7.5/10 GO