--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "I Forgot The List: Grocery App" developer_entity: "Joel Cloralt" bundle_id: "com.iforgotthelist.app" app_store_id: "6758878536" category: "Shopping" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-10-18" report_date: "2026-11-01" last_verified: "2026-11-01T00:00:00.000Z" report_version: "2.0.47" total_reviews: 1 overall_rating: 5 sentiment: "Thrilled" sentiment_score: 90 confidence: "medium" confidence_score: 0.45 top_praise_theme: "Shared grocery lists allow multiple household members to contribute items to a single list" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 13 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["shopping", "subscription", "thrilled sentiment", "mobile app", "app review", "app analysis", "households", "individuals", "automate"] canonical_url: "https://marlvel.ai/apps/i-forgot-the-list-grocery-app" license: "CC-BY-NC 4.0" content_version: "v2" --- # I Forgot The List: Grocery App Intelligence Report ## TL;DR {#tldr} - **Category**: Shopping · Subscription - **Signal**: Rating 5 · Sentiment Thrilled - **Recent focus**: Shared grocery lists allow multiple household members to contribute items to a single list (top praise) > **TL;DR:** I Forgot The List: Grocery App is a shopping app by Joel Cloralt, rated 5/5 by 1 users, with Thrilled user sentiment (90/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** I Forgot The List: Grocery App maintains Thrilled user sentiment (5/5 from 1 review), with users consistently praising shared grocery lists allow multiple household members to contribute items to a single list. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (1 review) | | **User Mood** | Thrilled | | **Category** | Shopping | | **Developer** | Joel Cloralt | | **Pricing** | Subscription | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 13d | ## Metadata & Market Performance - **Publisher:** Joel Cloralt - **Category:** Shopping - **Target Audience:** Busy households and individuals who want to automate grocery tracking and manage shared shopping lists. - **Platforms:** iOS & Android - **Version Reviewed:** 2.0.47 - **Report Date:** 2026-11-01 - **Signal Count:** 1 review analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 6758878536 - **Bundle ID:** com.iforgotthelist.app - **Google Play ID:** com.iforgotthelist.app - **Data Window:** Analysis based on signals collected up to 2026-11-01 ## Executive Snapshot **What it is:** I Forgot The List: Grocery App is a voice-to-text grocery management tool for households that synchronizes lists across multiple devices. **Why users hire it:** It removes the time cost of manual list entry and the social friction of coordinating household shopping needs. ## App DNA (Features & Intent) - **[Differentiator] Voice Dictation:** Natural language processing converts spoken phrases into categorized list items with quantities and notes. * *User Intent:* Users seek enhanced value through premium features. - **[Standard] Household Sharing:** Real-time synchronization of grocery lists across multiple user devices. * *User Intent:* Users expect seamless access across multiple devices. - **[Differentiator] AI Purchase Suggestions:** Predictive item suggestions based on historical purchase patterns. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. ## Market Position {#market-position} I Forgot The List: Grocery App occupies a niche in the Shopping category, focusing on voice-first automation. The subscription-only model creates a distinct barrier compared to ad-supported alternatives in the grocery list space. ## Monetization Strategy - **Model:** Subscription - **Tiers:** 7-day free trial, Premium subscription, Lifetime Access - **Analysis:** Subscription-only model following a 7-day trial, anchored by the addition of a Lifetime Access purchase option. ## 🟢 User Sentiment (Medium Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 5/5 - **Platform Split:** iOS 5.0/5 (1 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **Shared grocery lists allow multiple household members to contribute items to a single list** - **Voice input functionality enables hands-free item entry for users who prefer not to type** ## SWOT Analysis {#swot} **Core Strengths:** - Voice-to-text parsing reduces manual entry friction - Real-time household sync drives multi-user network effects **Growth Levers:** - Automated receipt import increases long-term spending analytics reliance ## What's New - **Latest (v2.0.47, 2 weeks ago):** Improved reliability for subscription and Lifetime Access authentication. ## App Momentum (Maintenance) {#momentum} - Ships maintenance-level updates every 14 days. - Introduced Lifetime Access purchase option. > **Cadence:** 1 total versions · 0 majors in last 6 months · 14 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} I Forgot The List: Grocery App is a shopping app. It holds a 5/5 rating from 1 review. > **Bottom Line:** I Forgot The List: Grocery App maintains a strong value proposition for households through its voice-first workflow, but the subscription-only model limits top-of-funnel conversion. Prioritizing a lower-friction entry point would unlock the user base required to scale the network effect of shared lists. **Best for:** Busy households and individuals who want to automate grocery tracking and manage shared shopping lists. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Introduce a limited free tier because the subscription-only model limits top-of-funnel conversion → increase user base ### Outlook: Stable The grocery list market is shifting toward AI-assisted automation, and I Forgot The List: Grocery App is well-positioned to capitalize on this trend if it maintains its voice-parsing lead. Continued stability in the core collaborative features will be essential to defend against larger competitors entering the space. - 🟢 High user satisfaction with voice-to-text functionality indicates a strong core utility that supports long-term retention. - ⚪ Maintenance-level release cadence suggests the product is currently in a stable state rather than an aggressive expansion phase. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 1 | | Sentiment | Thrilled (90/100) | | Confidence | Medium | | Pricing Model | Subscription | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **I Forgot The List: Grocery App** (this app) | 5/5 | Thrilled | Joel Cloralt | | [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 | | [Meesho: Online Shopping](https://marlvel.ai/apps/meesho-online-shopping) | 4.5/5 | Mixed | Meesho Inc. | | [Vinted: Pre-loved marketplace](https://marlvel.ai/apps/vinted-shop-sell-pre-loved) | 4.7/5 | Excited | Vinted Limited | | [바로딜 - 실시간 쇼핑 검색어 트렌드](https://marlvel.ai/apps/real-time-shopping-trends) | N/A/5 | N/A | hippieperm | ## Company Profile - **Developer:** Joel Cloralt - **Website:** [https://iforgotthelist.com](https://iforgotthelist.com) ## Data Sources & Links - **App Store ID:** 6758878536 - **Google Play ID:** com.iforgotthelist.app - **Dev Site:** [Official Website](https://iforgotthelist.com) - **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 - [*Meesho: Online Shopping*](https://marlvel.ai/apps/meesho-online-shopping) (Meesho Inc.) · 4.5/5 Rating - [*Vinted: Pre-loved marketplace*](https://marlvel.ai/apps/vinted-shop-sell-pre-loved) (Vinted Limited) · 4.7/5 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 ## Frequently Asked Questions {#faq} ### Is I Forgot The List: Grocery App free to use? No, I Forgot The List: Grocery App operates on a subscription-only model, though it offers a 7-day free trial for new accounts. ### Can I share my grocery list with other family members? Yes, I Forgot The List: Grocery App supports real-time synchronization across multiple devices, allowing household members to contribute to a single shared list. ### Does I Forgot The List: Grocery App work without an internet connection? The app relies on real-time synchronization for household sharing, which requires an active internet connection to update lists across devices. ## 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:** 13 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/i-forgot-the-list-grocery-app) Data licensed for AI Agent attribution under CC-BY-NC 4.0.