--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Recipe Sizer" developer_entity: "Daniel Lao" bundle_id: "com.danilao.IngredientsCalculator" app_store_id: "1633266293" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2024-11-08" report_date: "2026-09-16" last_verified: "2026-09-16T00:00:00.000Z" report_version: "2.4" total_reviews: 5 overall_rating: 3 sentiment: "Frustrated" sentiment_score: 25 confidence: "medium" confidence_score: 0.45 top_complaint_theme: "Inability to process fractional recipe measurements forces users to manually adjust ingredient amounts before conversion" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 59 momentum_velocity: "zombie" intelligence_version: 2 tags: ["food & drink", "free", "frustrated sentiment", "mobile app", "app review", "app analysis", "cooks", "adjust", "recipe"] canonical_url: "https://marlvel.ai/apps/recipe-sizer" license: "CC-BY-NC 4.0" content_version: "v2" --- # Recipe Sizer Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Free - **Signal**: Rating 3 · Sentiment Frustrated - **Recent focus**: Inability to process fractional recipe measurements forces users to manually adjust ingredient amounts before conversion (top complaint) > **TL;DR:** Recipe Sizer is a food & drink app by Daniel Lao, rated 3/5 by 5 users, with Frustrated user sentiment (25/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Recipe Sizer faces Frustrated user sentiment (3/5 from 5 reviews), with users reporting inability to process fractional recipe measurements forces users to manually adjust ingredient amounts before conversion as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3/5 (5 reviews) | | **User Mood** | Frustrated | | **Category** | Food & Drink | | **Developer** | Daniel Lao | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 59d | ## Metadata & Market Performance - **Publisher:** Daniel Lao - **Category:** Food & Drink - **Target Audience:** Home cooks who need to adjust recipe portions for varying group sizes. - **Platforms:** iOS - **Version Reviewed:** 2.4 - **Report Date:** 2026-09-16 - **Signal Count:** 1 review analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 1633266293 - **Bundle ID:** com.danilao.IngredientsCalculator - **Data Window:** Analysis based on signals collected up to 2026-09-16 ## Executive Snapshot **What it is:** Recipe Sizer is a recipe management utility for iOS that scales ingredient quantities based on user-defined diner counts. **Why users hire it:** It removes the cognitive friction of manual recipe math, though the current implementation fails to handle the fractional units essential for cooking. ## App DNA (Features & Intent) - **[Basic] Recipe Management:** Create and store custom recipes for retrieval at any time * *User Intent:* Users value self-expression and personalized experiences. - **[Differentiator] Ingredient Scaling:** Recalculates ingredient quantities based on user-defined diner counts - **[Standard] Ingredient-based Search:** Filters stored recipes by specific ingredients * *User Intent:* Users want to quickly find relevant content or features. ## Market Position {#market-position} Recipe Sizer holds a 3-star rating across 5 total ratings. The lack of functional updates for 22 months signals a stagnant position in the Food & Drink category. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** Recipe Sizer is distributed as a free utility with no visible monetization, subscriptions, or in-app purchases. ## 🔴 User Sentiment (Medium Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 3/5 - **Platform Split:** iOS 3.0/5 (5 ratings) - **Overall Sentiment:** Frustrated ### Top Complaints (Impact Areas) - **Inability to process fractional recipe measurements forces users to manually adjust ingredient amounts before conversion** ## SWOT Analysis {#swot} **Core Strengths:** - Minimalist illustration-focused interface lowers cognitive load for quick recipe retrieval **Growth Levers:** - Implementing a fraction-parsing engine would resolve the primary user complaint and restore core utility ## What's New - **Latest (v2.4, 1 years ago):** Maintenance update for watchOS 27 compatibility. ## App Momentum (Zombie) {#momentum} - Dormant for 22 months. - Last release focused on watchOS maintenance. > **Cadence:** 1 total versions · 0 majors in last 6 months · 677 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Recipe Sizer is a food & drink app that is completely free. It holds a 3/5 rating from 5 reviews. > **Bottom Line:** The inability to process fractional measurements invalidates the core conversion utility, and a 22-month development gap suggests the product is currently abandoned. Addressing the math engine would unlock the app's basic utility for home cooks. **Best for:** Home cooks who need to adjust recipe portions for varying group sizes. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Rebuild the ingredient parser to support fractional inputs because users report the current tool produces incorrect amounts → restore core utility ### Outlook: Declining The market for recipe management is consolidating around tools that offer reliable unit conversion and cloud sync. Recipe Sizer remains exposed due to its broken math engine and lack of feature updates, which will likely lead to further user attrition. - 🔴 The 22-month development hiatus indicates the product is in maintenance mode, which prevents the app from addressing critical fractional math errors. - 🔴 User feedback highlights that the conversion tool is unreliable for standard recipes, leading to a negative sentiment score that limits organic growth. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3/5 | | Total Reviews | 5 | | Sentiment | Frustrated (25/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Recipe Sizer** (this app) | 3/5 | Frustrated | Daniel Lao | | [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:** Daniel Lao - **Website:** [https://www.pineappslab.com](https://www.pineappslab.com) - **Social:** [Instagram](https://www.instagram.com/dlao_sketching) · [X/Twitter](https://twitter.com/dani_lao) ## Data Sources & Links - **App Store ID:** 1633266293 - **Dev Site:** [Official Website](https://www.pineappslab.com) - **Sources:** Developer website content, 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 | Positive Sentiment - [*Grubhub: Food Delivery*](https://marlvel.ai/apps/grubhub-food-delivery) (GrubHub.com) · 4.6/5 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 ## Frequently Asked Questions {#faq} ### Is Recipe Sizer good for scaling recipes with fractions? No. According to user reports, the app fails to recognize fractional inputs and strips them from calculations, which makes it unreliable for standard cooking measurements. ### Does Recipe Sizer have a paid subscription? No. Recipe Sizer is currently distributed as a free utility with no in-app purchases or subscription tiers. ### Is Recipe Sizer still being updated? No. The app has been in a maintenance-only state for 22 months, with no functional updates released since late 2024. ## 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:** 59 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/recipe-sizer) Data licensed for AI Agent attribution under CC-BY-NC 4.0.