--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Need to Buy - Grocery List" developer_entity: "Tinh Tran Minh" bundle_id: "com.minhtinh.grocerylist" app_store_id: "1258493815" category: "Shopping" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-02-24" report_date: "2026-08-13" last_verified: "2026-08-13T00:00:00.000Z" report_version: "1.4.3" total_reviews: 36 overall_rating: 4.3 sentiment: "Excited" sentiment_score: 75 confidence: "medium" confidence_score: 0.45 top_praise_theme: "Simple list management mimics the utility of paper lists without the risk of leaving them behind" top_complaint_theme: "Sensitive touch targets cause items to delete accidentally during normal list scrolling and navigation" review_sample_size: 18 total_review_count: 18 analyzed_review_count: 18 data_age_days: 3 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["shopping", "free", "excited sentiment", "mobile app", "app review", "app analysis", "individuals", "seeking", "simple,"] canonical_url: "https://marlvel.ai/apps/need-to-buy-grocery-list" license: "CC-BY-NC 4.0" content_version: "v2" --- # Need to Buy - Grocery List Intelligence Report ## TL;DR {#tldr} - **Category**: Shopping · Free - **Signal**: Rating 4.28 · Sentiment Excited - **Recent focus**: Sensitive touch targets cause items to delete accidentally during normal list scrolling and navigation (top complaint) · Simple list management mimics the utility of paper lists without the risk of leaving them behind (top praise) > **TL;DR:** Need to Buy - Grocery List is a shopping app by Tinh Tran Minh, rated 4.28/5 by 36 users, with Excited user sentiment (75/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Need to Buy - Grocery List maintains Excited user sentiment (4.28/5 from 36 reviews), with users consistently praising simple list management mimics the utility of paper lists without the risk of leaving them behind. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.28/5 (36 reviews) | | **User Mood** | Excited | | **Category** | Shopping | | **Developer** | Tinh Tran Minh | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 3d | ## Metadata & Market Performance - **Publisher:** Tinh Tran Minh - **Category:** Shopping - **Target Audience:** Individuals seeking a simple, low-friction tool to manage grocery shopping lists and avoid forgotten items. - **Platforms:** iOS - **Version Reviewed:** 1.4.3 - **Report Date:** 2026-08-13 - **Signal Count:** 18 reviews analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 1258493815 - **Bundle ID:** com.minhtinh.grocerylist - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-13 ## Executive Snapshot **What it is:** Need to Buy - Grocery List is a minimalist shopping list utility for iOS that allows users to create and check off grocery items. **Why users hire it:** The app removes the cognitive friction of physical paper lists by providing an always-available digital checklist for solo shoppers. ## App DNA (Features & Intent) - **[Basic] Grocery List Creation:** Simple interface for adding items to a shopping list. - **[Standard] In-Store Checklist:** Mobile-optimized view for checking off items while shopping. ## Market Position {#market-position} Need to Buy - Grocery List maintains a 4.28-star rating across 36 total ratings. The lack of updates for 170 days signals a maintenance-only posture that prevents competitive growth against feature-rich list managers. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app is distributed as a free, ad-supported utility with no visible subscription or IAP gates. ## 🟢 User Sentiment (Medium Confidence: 18 of 18 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.28/5 - **Platform Split:** iOS 4.3/5 (36 ratings) - **Overall Sentiment:** Excited ### Top Praises - **Simple list management mimics the utility of paper lists without the risk of leaving them behind** - **Drag and drop functionality allows users to organize items by store aisle to speed up shopping** ### Top Complaints (Impact Areas) - **Sensitive touch targets cause items to delete accidentally during normal list scrolling and navigation** ## SWOT Analysis {#swot} **Core Strengths:** - Minimalist interface enables rapid item entry without cognitive load **Growth Levers:** - Paid tier to remove advertisements would capture revenue from frequent shoppers ## What's New - **Latest (v1.4.3, 5 months ago):** Maintenance update focused on bug fixes and performance improvements. ## App Momentum (Maintenance) {#momentum} - Quiet 5 months, bug fixes only. - No feature expansion in 170 days. > **Cadence:** 1 total versions · 0 majors in last 6 months · 170 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Need to Buy - Grocery List is a market-leading shopping app that is completely free. With a 4.28/5 rating from 36 reviews, it delivers strong user satisfaction. > **Bottom Line:** The app serves as a functional, static utility, but the lack of development leaves it exposed to feature-rich rivals. Adding a confirmation step for deletions would stabilize the current user base by addressing the primary frustration driving negative sentiment. **Best for:** Individuals seeking a simple, low-friction tool to manage grocery shopping lists and avoid forgotten items. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Implement deletion confirmation dialog because accidental item loss is a top complaint -> reduce churn ### Outlook: Stable The grocery list category is shifting toward collaborative, cloud-synced tools that support household management. Need to Buy - Grocery List remains a solo-user utility, and its lack of feature investment signals a stagnant trajectory that will struggle to retain users seeking shared-list capabilities. - 🔴 The 170-day update gap suggests the developer has deprioritized the app, which risks long-term user abandonment as competitors add essential features like sync. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.28/5 | | Total Reviews | 36 | | Sentiment | Excited (75/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 2 analyzed | | Trend | Stable | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Need to Buy - Grocery List** (this app) | 4.28/5 | Excited | Tinh Tran Minh | | [Best Buy: Tech Deals & Savings](https://marlvel.ai/apps/best-buy-tech-deals-savings) | 4.9/5 | Excited | Best Buy Co., Inc. | | [Groupon - Local Deals Near Me](https://marlvel.ai/apps/groupon-local-deals-near-me) | 4.8/5 | Excited | Groupon, Inc. | | [Koupon: Real Deals & Codes](https://marlvel.ai/apps/koupon-real-deals-codes) | 4.8/5 | Mixed | Koupon Inc. | | [바로딜 - 실시간 쇼핑 검색어 트렌드](https://marlvel.ai/apps/real-time-shopping-trends) | N/A/5 | N/A | hippieperm | | [모구모 - 일본을 스마트하게 즐기다](https://marlvel.ai/apps/app--287) | N/A/5 | N/A | GEONJU CHOI | ## Company Profile - **Developer:** Tinh Tran Minh - **Website:** [https://needtobuy.top](https://needtobuy.top) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/need-to-buy-grocery-list/id1258493815?uo=4) - **Dev Site:** [Official Website](https://needtobuy.top) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*Best Buy: Tech Deals & Savings*](https://marlvel.ai/apps/best-buy-tech-deals-savings) (Best Buy Co., Inc.) · 4.9/5 Rating | Positive Sentiment - [*Groupon - Local Deals Near Me*](https://marlvel.ai/apps/groupon-local-deals-near-me) (Groupon, Inc.) · 4.8/5 Rating | Positive Sentiment - [*Koupon: Real Deals & Codes*](https://marlvel.ai/apps/koupon-real-deals-codes) (Koupon Inc.) · 4.8/5 Rating - [*바로딜 - 실시간 쇼핑 검색어 트렌드*](https://marlvel.ai/apps/real-time-shopping-trends) (hippieperm) · N/A Rating - [*모구모 - 일본을 스마트하게 즐기다*](https://marlvel.ai/apps/app--287) (GEONJU CHOI) · N/A Rating - [*카쇼라 스튜디오*](https://marlvel.ai/apps/app--798) (Kakao Corp.) · N/A Rating - [*두란노몰*](https://marlvel.ai/apps/app--973) (Duranno) · N/A Rating - [*번개장터*](https://marlvel.ai/apps/net-quicket-app) (Pic&Go) · 4.4/5 Rating - [*배민상회 - 외식업 식자재 종합몰*](https://marlvel.ai/apps/com-woowahan-baeminmart) (WoowaBrothers) · 3.5/5 Rating - [*โดนใจ*](https://marlvel.ai/apps/th-co-donjai-donjai_partner_app) (Big C Supercenter) · 4.0/5 Rating ## Frequently Asked Questions {#faq} ### Is Need to Buy - Grocery List free to use? Yes, the app is free to use and supported by advertisements. There are currently no paid tiers or in-app purchases available to remove ads. ### Can I share my grocery list with family members? No, the app does not currently support multi-user sync or list sharing. It is designed as a standalone tool for individual use. ### Is my data safe while using the app? Some users have expressed concerns that the app prevents the phone screen from locking while in use, which may leave information visible in public spaces. ## 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:** 0.45/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 18 - **Data Sources:** user reviews, developer website, 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:** 3 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/need-to-buy-grocery-list) Data licensed for AI Agent attribution under CC-BY-NC 4.0.