Cherrypick is a meal planning and grocery shopping utility that integrates recipe ingredients directly into supermarket baskets for iOS and Android users.
Product velocity
Maintenance
Daily rank 🇺🇸
—
Food & Drink
Sentiment
1.0
1 reviews
Nemesis
Fragmented field
The App DNA
What makes this app unique?
Users hire Cherrypick to reduce food waste and save time on weekly grocery planning by automating the transition from recipe selection to checkout.
For Budget-conscious home cooks looking to minimize food waste and simplify the weekly grocery shopping process.
What does it look like?
Key features
Automatically adds ingredients from selected recipes into a digital shopping basket for supermarket checkout.
Learns user-owned ingredients to prevent duplicate purchases and reduce food waste.
How much does it cost?
The app operates as a free utility, monetizing via grocery retail partnerships rather than direct user subscription fees.
Velocity
Maintenance developmentUX improvementsnew contentShow more...
The app currently ships at a maintenance cadence, with only one release recorded in the provided history. The latest version focuses on minor UX adjustments, specifically reducing onboarding questions and adding recipe content. There is no evidence of a high-frequency feature pipeline or live operations. Development appears stable but limited to incremental improvements.
Who built it?
User Sentiment
What do users think recently?
Review voice lately leans frustrated. Users appreciate meal planning functionality helps users reduce food waste and save money on weekly grocery bills and direct integration with major supermarket baskets simplifies the online grocery shopping experience for busy households, but report frequent application freezing and crashing during recipe selection or cooking sessions disrupts the user experience.
How are ratings & reviews evolving?
What users say, by theme
- 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
- Frequent application freezing and crashing during recipe selection or cooking sessions disrupts the user experience
50 of 50 recent reviews analyzed · high confidence · Frustrated overall
Read the full review analysisUnlock 2 more frustration themes and 2 user requests, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Cherrypick: Plan | Shop | Cook
How's the Food & Drink market?
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.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for Cherrypick: Plan | Shop | Cook
Where is it heading?
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.
The SWOT
- Shoppable recipe integration creates a high-friction barrier to entry for competitors.
- Cupboard inventory tracking builds switching costs by personalizing the grocery list.
- Expansion into Morrisons, Lidl, and Aldi addresses the #1 requested shopping flexibility.
- Offline mode implementation improves usability in low-signal supermarket environments.
Next best moves
Rebuild navigation flow because frequent crashes are the top complaint → stabilize retention
+ 1 more prioritized moveThe counter-intuitive read
Cherrypick's #2 Grossing rank is a liability…
Read the full takeSince the last report: 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.
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.
Unlock 2 critical frictions, 2 market threats, 1 more prioritized move and the analyst’s take.
Access the full report for freeSources
- [1] App Store, source
Report last updated