--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "SnapCart Grocery Calculator" developer_entity: "sunguk park" bundle_id: "com.sunguk.jangbogo" app_store_id: "6763238313" category: "Shopping" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-09-21" report_date: "2026-10-07" last_verified: "2026-10-07T00:00:00.000Z" report_version: "2.04" total_reviews: 1 overall_rating: 4 sentiment: "Excited" sentiment_score: 70 confidence: "medium" confidence_score: 0.45 review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 39 momentum_velocity: "active" intelligence_version: 2 tags: ["shopping", "free", "excited sentiment", "mobile app", "app review", "app analysis", "budget-conscious", "grocery", "shoppers"] canonical_url: "https://marlvel.ai/apps/snapcart-grocery-calculator" license: "CC-BY-NC 4.0" content_version: "v2" --- # SnapCart Grocery Calculator Intelligence Report ## TL;DR {#tldr} - **Category**: Shopping · Free - **Signal**: Rating 4 · Sentiment Excited > **TL;DR:** SnapCart Grocery Calculator is a shopping app by sunguk park, rated 4/5 by 1 users, with Excited user sentiment (70/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** SnapCart Grocery Calculator has Excited user sentiment with a 4/5 rating from 1 review. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4/5 (1 review) | | **User Mood** | Excited | | **Category** | Shopping | | **Developer** | sunguk park | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 39d | ## Metadata & Market Performance - **Publisher:** sunguk park - **Category:** Shopping - **Target Audience:** Budget-conscious grocery shoppers who need to track spending in real-time while at the store. - **Platforms:** iOS - **Version Reviewed:** 2.04 - **Report Date:** 2026-10-07 - **Signal Count:** 1 review analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 6763238313 - **Bundle ID:** com.sunguk.jangbogo - **Data Window:** Analysis based on signals collected up to 2026-10-07 ## Executive Snapshot **What it is:** SnapCart Grocery Calculator is a mobile utility for iOS that uses OCR and voice input to track grocery spending against a set budget. **Why users hire it:** It removes the cognitive friction of manual mental math at the store, serving users who must adhere to a strict grocery budget. ## App DNA (Features & Intent) - **[Differentiator] AI Price Tag Recognition:** Uses Apple OCR to extract price data from tags, reducing manual entry time. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Real-time Budget Tracking:** Calculates running totals against a set budget to prevent overspending. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Voice Input:** Parses natural language commands for hands-free list management. ## Market Position {#market-position} SnapCart Grocery Calculator occupies a niche in the Shopping category as a zero-monetization utility. Its focus on privacy and offline-capable OCR differentiates it from ad-supported budget trackers. ## Monetization Strategy - **Model:** Free - **Tiers:** Completely free with no ads or login requirements - **Analysis:** The app functions as a non-commercial utility with no monetization, prioritizing user privacy and simplicity to drive adoption. ## 🟢 User Sentiment (Medium Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 4/5 - **Platform Split:** iOS 4.0/5 (1 ratings) - **Overall Sentiment:** Excited ## SWOT Analysis {#swot} **Core Strengths:** - Apple OCR integration removes manual entry friction - Zero-login design enables immediate in-store utility **Growth Levers:** - Localized tax-rate presets would improve checkout precision ## What's New - **Latest (v2.04, 2 weeks ago):** Optimized camera usability with persistent screen wake, localized guidance, and a simplified zoom indicator. Refined swipe-to-delete gestures for improved vertical scrolling interaction. ## App Momentum (Active) {#momentum} - Shipped camera usability enhancements in latest release. - Maintains ~13-day average update cadence. > **Cadence:** 2 total versions · 1 majors in last 6 months · 16 days since last update · 13 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} SnapCart Grocery Calculator is a shopping app that is completely free. It holds a 4/5 rating from 1 review. > **Bottom Line:** SnapCart Grocery Calculator provides immediate value through its OCR-based price tracking, but the lack of tax calculation limits its utility for final checkout planning. Implementing tax logic would address the primary user friction point and solidify its position as a complete budget tool. **Best for:** Budget-conscious grocery shoppers who need to track spending in real-time while at the store. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship tax-rate calculation logic because users report difficulty tracking final costs -> increase utility for checkout planning ### Outlook: Stable The app is currently in a stable growth phase, with a consistent update cadence focused on refining the core OCR workflow. Addressing the tax-calculation gap will be critical to maintaining user trust and preventing churn to more comprehensive financial tools. - 🟢 The latest release (v2.04) demonstrates active development on camera usability, which improves the core in-store experience for all users. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4/5 | | Total Reviews | 1 | | Sentiment | Excited (70/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **SnapCart Grocery Calculator** (this app) | 4/5 | Excited | sunguk park | | [Courtyard: TCG, Watches, Cards](https://marlvel.ai/apps/courtyard-trading-cards) | 4.5/5 | n/a | Courtyard, Inc. | | [Denkmako](https://marlvel.ai/apps/denkmako) | 5.0/5 | N/A | DENKMAKO SARL | | [Vinted: Pre-loved marketplace](https://marlvel.ai/apps/vinted-shop-sell-pre-loved) | 4.6/5 | Excited | Vinted Limited | | [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:** sunguk park - **Website:** [https://homeninja.vercel.app](https://homeninja.vercel.app) ## Data Sources & Links - **App Store ID:** 6763238313 - **Dev Site:** [Official Website](https://homeninja.vercel.app) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*Courtyard: TCG, Watches, Cards*](https://marlvel.ai/apps/courtyard-trading-cards) (Courtyard, Inc.) · 4.5/5 Rating - [*Denkmako*](https://marlvel.ai/apps/denkmako) (DENKMAKO SARL) · 5.0/5 Rating - [*Vinted: Pre-loved marketplace*](https://marlvel.ai/apps/vinted-shop-sell-pre-loved) (Vinted Limited) · 4.6/5 Rating | Positive Sentiment - [*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 SnapCart Grocery Calculator free to use? Yes, SnapCart Grocery Calculator is completely free, with no ads, fees, or login requirements. ### Does SnapCart Grocery Calculator calculate sales tax? Currently, the app does not include an automatic tax calculation feature, which is a requested improvement by users. ### Can I use SnapCart Grocery Calculator offline? The app uses on-device Apple OCR, allowing for price tag recognition without requiring an active internet connection. ### What are the alternatives to SnapCart Grocery Calculator? Users seeking more complex financial tracking may consider general-purpose budget apps, though these often include ads or subscription models. ## 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:** 1 - **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:** 39 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/snapcart-grocery-calculator) Data licensed for AI Agent attribution under CC-BY-NC 4.0.