--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Cherrypick: Plan | Shop | Cook" developer_entity: "Cherrypick" bundle_id: "com.lollipopai.lollipop" app_store_id: "1567423761" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-08-04" report_date: "2026-08-07" last_verified: "2026-08-07T00:00:00.000Z" report_version: "2.72.0" total_reviews: 1 overall_rating: 1 sentiment: "Frustrated" sentiment_score: 35 confidence: "high" confidence_score: 0.75 top_praise_theme: "Meal planning functionality helps users reduce food waste and save money on weekly grocery bills" top_complaint_theme: "Frequent application freezing and crashing during recipe selection or cooking sessions disrupts the user experience" review_sample_size: 50 total_review_count: 50 analyzed_review_count: 50 data_age_days: 10 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["food & drink", "free", "frustrated sentiment", "mobile app", "app review", "app analysis", "budget-conscious", "cooks", "looking"] canonical_url: "https://marlvel.ai/apps/cherrypick-plan-shop-cook" license: "CC-BY-NC 4.0" content_version: "v2" --- # Cherrypick: Plan | Shop | Cook Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Free - **Signal**: Rating 1 · Sentiment Frustrated - **Recent focus**: Frequent application freezing and crashing during recipe selection or cooking sessions disrupts the user experience (top complaint) · Meal planning functionality helps users reduce food waste and save money on weekly grocery bills (top praise) > **TL;DR:** Cherrypick: Plan | Shop | Cook is a food & drink app by Cherrypick, rated 1/5 by 1 users, with Frustrated user sentiment (35/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Cherrypick: Plan | Shop | Cook faces Frustrated user sentiment (1/5 from 1 review), with users reporting frequent application freezing and crashing during recipe selection or cooking sessions disrupts the user experience as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 1/5 (1 review) | | **User Mood** | Frustrated | | **Category** | Food & Drink | | **Developer** | Cherrypick | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | High (0.75/1.0) | | **Data Age** | 10d | ## Metadata & Market Performance - **Publisher:** Cherrypick - **Category:** Food & Drink - **Target Audience:** Budget-conscious home cooks looking to minimize food waste and simplify the weekly grocery shopping process. - **Platforms:** iOS & Android - **Version Reviewed:** 2.72.0 - **Report Date:** 2026-08-07 - **Signal Count:** 50 reviews analyzed - **Confidence:** High (0.75/1.0) - **App Store ID (iOS):** 1567423761 - **Bundle ID:** com.lollipopai.lollipop - **Google Play ID:** com.lollipopai.lollipop - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-08-07 - **Short Description:** Your meals & groceries, sorted ## Executive Snapshot **What it is:** Cherrypick is a meal planning and grocery shopping utility that integrates recipe ingredients directly into supermarket baskets for iOS and Android users. **Why users hire it:** Users hire Cherrypick to reduce food waste and save time on weekly grocery planning by automating the transition from recipe selection to checkout. ## App DNA (Features & Intent) - **[Differentiator] Shoppable Recipe Integration:** Automatically adds ingredients from selected recipes into a digital shopping basket for supermarket checkout. - **[Differentiator] Cupboard Inventory Tracking:** Learns user-owned ingredients to prevent duplicate purchases and reduce food waste. * *User Intent:* Users want visibility into their own performance and progress. ## Market Position {#market-position} Cherrypick holds the #2 Grossing position in the GB Food & Drink category, but its 1-star rating on iOS indicates significant user dissatisfaction with the current build. The gap between high monetization and low sentiment suggests that technical friction is currently the primary barrier to sustainable growth. ## Monetization Strategy - **Model:** Free - **Tiers:** Completely free to use - **Analysis:** The app operates as a free utility, monetizing via grocery retail partnerships rather than direct user subscription fees. ## 🔴 User Sentiment (High Confidence: 50 of 50 reviews analyzed) {#user-sentiment} - **Overall Rating:** 1/5 - **Platform Split:** iOS 1.0/5 (1 ratings) - **Overall Sentiment:** Frustrated ### Top Praises - **Meal planning functionality helps users reduce food waste and save money on weekly grocery bills** - **Direct integration with major supermarket baskets simplifies the online grocery shopping experience for busy households** ### Top Complaints (Impact Areas) - **Frequent application freezing and crashing during recipe selection or cooking sessions disrupts the user experience** ## SWOT Analysis {#swot} **Core Strengths:** - Shoppable recipe integration creates a high-friction barrier to entry for competitors. - Cupboard inventory tracking builds switching costs by personalizing the grocery list. **Growth Levers:** - Expansion into Morrisons, Lidl, and Aldi addresses the #1 requested shopping flexibility. - Offline mode implementation improves usability in low-signal supermarket environments. ## Recent Changes (v2 → v3) {#recent-changes} The analysis shifted from purely technical performance concerns to a broader assessment of market-level threats and the risks associated with the app's current monetization model. **Overall trend**: Declining **Compared at**: 2026-08-07 ### High-impact changes - **[Added] New Competitive Threats** (swot) - **[Shifted] Monetization Risk Assessment** (positioning) ### Medium-impact changes - **[Added] Market Addressability Constraint** (swot) ## What's New - **Latest (v2.72.0, 3 days ago):** Streamlined onboarding by reducing initial questions and added new recipes. ## App Momentum (Maintenance) {#momentum} - Ships minor updates at maintenance cadence. - Latest release reduced onboarding friction. > **Cadence:** 1 total versions · 0 majors in last 6 months · 7 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Cherrypick: Plan | Shop | Cook is a food & drink app that is completely free. With a 1/5 rating from 1 review, it faces significant user friction. > **Bottom Line:** Cherrypick provides a high-utility bridge between meal planning and grocery shopping, but technical instability and limited retail partnerships undermine its retention, so the team must prioritize performance hygiene over new feature expansion to stabilize the user base. **Best for:** Budget-conscious home cooks looking to minimize food waste and simplify the weekly grocery shopping process. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Rebuild navigation flow because frequent crashes are the top complaint → stabilize retention ### Outlook: Declining The grocery-tech market is consolidating around high-reliability platforms, and Cherrypick's current maintenance-mode cadence leaves it exposed to more stable rivals. The immediate so-what is that technical hygiene must take precedence over new recipe acquisition to prevent total churn of the existing user base. - 🔴 Performance instability during the core shopping flow correlates with the current negative sentiment trend, driving user churn. - 🔴 Lack of supermarket variety limits the addressable market for users who do not shop at the currently supported chains. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 1/5 | | Total Reviews | 1 | | Sentiment | Frustrated (35/100) | | Confidence | High | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 2 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Cherrypick: Plan | Shop | Cook** (this app) | 1/5 | Frustrated | Cherrypick | | [Beyond Menu Food Delivery](https://marlvel.ai/apps/beyond-menu-food-delivery) | 4.6/5 | N/A | BeyondMenu | | [Caviar - Order Food Delivery](https://marlvel.ai/apps/caviar-order-food-delivery) | 4.6/5 | n/a | Caviar, Inc. | | [ChowNow: Local Food Ordering](https://marlvel.ai/apps/chownow-local-food-ordering) | 4.7/5 | n/a | ChowNow | | [Dairy Queen® Food & Treats](https://marlvel.ai/apps/dairy-queen-food-treats) | 4.4/5 | n/a | International Dairy Queen, Inc. | | [EatStreet Local Food Delivery](https://marlvel.ai/apps/eatstreet-local-food-delivery) | 4.7/5 | n/a | EatStreet | ## Company Profile - **Developer:** Cherrypick - **Website:** [https://www.cherrypick.co/](https://www.cherrypick.co/) - **Social:** [Instagram](https://www.instagram.com/lollipop.ai_) · [Facebook](https://www.facebook.com/wearecherrypick) · [X/Twitter](https://twitter.com/wearecherrypick) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/gb/app/cherrypick-plan-shop-cook/id1567423761?uo=2) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.lollipopai.lollipop&hl=en&gl=us) - **Dev Site:** [Official Website](https://www.cherrypick.co/) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*Beyond Menu Food Delivery*](https://marlvel.ai/apps/beyond-menu-food-delivery) (BeyondMenu) · 4.6/5 Rating - [*Caviar - Order Food Delivery*](https://marlvel.ai/apps/caviar-order-food-delivery) (Caviar, Inc.) · 4.6/5 Rating - [*ChowNow: Local Food Ordering*](https://marlvel.ai/apps/chownow-local-food-ordering) (ChowNow) · 4.7/5 Rating - [*Dairy Queen® Food & Treats*](https://marlvel.ai/apps/dairy-queen-food-treats) (International Dairy Queen, Inc.) · 4.4/5 Rating - [*EatStreet Local Food Delivery*](https://marlvel.ai/apps/eatstreet-local-food-delivery) (EatStreet) · 4.7/5 Rating - [*Gopuff - Grocery Delivery*](https://marlvel.ai/apps/gopuff-grocery-delivery) (Gopuff) · 4.7/5 Rating - [*Grubhub: Food Delivery*](https://marlvel.ai/apps/grubhub-food-delivery) (GrubHub.com) · 4.7/5 Rating - [*Instacart: Groceries & Food*](https://marlvel.ai/apps/instacart-groceries-food) (Maplebear Inc) · 4.8/5 Rating - [*Postmates - Food Delivery*](https://marlvel.ai/apps/postmates-food-delivery) (Uber Technologies, Inc.) · 4.6/5 Rating - [*Seamless: Local Food Delivery*](https://marlvel.ai/apps/seamless-local-food-delivery) (Seamless North America, LLC) · 4.7/5 Rating ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** - Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** - Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** - Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** - Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** - Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.75/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 50 - **Data Sources:** user reviews, developer website, company about page, App Store metadata - **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform - **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence. - **Report Age:** 10 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/cherrypick-plan-shop-cook) Data licensed for AI Agent attribution under CC-BY-NC 4.0.