--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "DoughLab - Baking Recipe Lab" developer_entity: "Jeong-soo Park" bundle_id: "com.clpak.doughlab" app_store_id: "6781079793" category: "Productivity" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-08-29" report_date: "2026-09-29" last_verified: "2026-09-29T00:00:00.000Z" report_version: "1.5.3" total_reviews: 0 confidence: "low" confidence_score: 0.2 data_age_days: 46 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["productivity", "free", "mobile app", "app review", "app analysis", "serious", "bakers", "small-scale"] canonical_url: "https://marlvel.ai/apps/doughlab-baking-recipe-lab" license: "CC-BY-NC 4.0" content_version: "v2" --- # DoughLab - Baking Recipe Lab Intelligence Report ## TL;DR {#tldr} - **Category**: Productivity · Free > **TL;DR:** DoughLab - Baking Recipe Lab is a productivity app by Jeong-soo Park, available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** DoughLab - Baking Recipe Lab is a productivity app by Jeong-soo Park. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Productivity | | **Developer** | Jeong-soo Park | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | Low (0.2/1.0) | | **Data Age** | 46d | ## Metadata & Market Performance - **Publisher:** Jeong-soo Park - **Category:** Productivity - **Target Audience:** Serious home bakers and small-scale bakery operators who manage sourdough or naturally leavened bread production. - **Platforms:** iOS & Android - **Version Reviewed:** 1.4.0 - **Report Date:** 2026-09-29 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.2/1.0) - **App Store ID (iOS):** 6781079793 - **Bundle ID:** com.clpak.doughlab - **Google Play ID:** com.clpak.doughlab - **Data Window:** Analysis based on signals collected up to 2026-09-29 ## Executive Snapshot **What it is:** DoughLab is a specialized baking recipe notebook for home bread bakers, featuring a baker's percentage calculator and process scheduler on iOS and Android. **Why users hire it:** It removes the manual arithmetic friction of scaling sourdough recipes, allowing bakers to adjust hydration and batch size instantly without connectivity dependencies. ## App DNA (Features & Intent) - **[Differentiator] Baker's Percentage Engine:** Calculates ingredient ratios based on flour weight at 100% and scales batch sizes automatically. - **[Differentiator] Bake Plan Scheduler:** Generates timelines from process steps and sends start reminders for fermentation and baking. * *User Intent:* Users want timely prompts to stay engaged without missing updates. - **[Differentiator] Ingredient Stock Inventory:** Tracks on-hand ingredient quantities and expiry dates with automatic deduction per recipe. * *User Intent:* Users want visibility into their own performance and progress. ## Market Position {#market-position} DoughLab operates as a niche productivity tool for bread bakers, maintaining a 31-day update gap since the last release. Its focus on baker's percentage calculations provides a specialized utility that general recipe apps lack. ## Monetization Strategy - **Model:** Free - **Tiers:** Free access to all features - **Analysis:** The app is currently offered for free with no visible subscription or IAP gates in the provided metadata. ## SWOT Analysis {#swot} **Core Strengths:** - Baker's percentage engine automates scaling, creating high switching costs for precision-focused bakers. - Offline-first architecture ensures reliability in kitchen environments where connectivity is often limited. **Growth Levers:** - Social sharing of bake logs could drive organic acquisition in visual bread-making communities. - Subscription-based inventory management could monetize the existing power-user base. ## What's New - **Latest (v1.4.0, 1 months ago):** General maintenance update with no specific feature changes. ## App Momentum (Maintenance) {#momentum} - Ships bug fixes at monthly cadence. - Maintains maintenance-only release velocity. > **Cadence:** 1 total versions · 0 majors in last 6 months · 31 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} DoughLab - Baking Recipe Lab is a productivity app that is completely free. > **Bottom Line:** DoughLab's core utility for sourdough precision retains power users, but the current maintenance-only cadence risks stagnation against more active recipe-management tools. Prioritizing a social-sharing loop would unlock organic growth by turning private bake logs into public proof of skill. **Best for:** Serious home bakers and small-scale bakery operators who manage sourdough or naturally leavened bread production. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship social sharing for bake logs because it is the top missing organic growth lever → increase install velocity ### Outlook: Stable The home-baking productivity market is consolidating around tools that offer both precision and community sharing. DoughLab's current posture is stable but exposed: without a social-sharing loop, it risks being displaced by rivals that offer both the calculator utility and the social validation bakers seek. - ⚪ The monthly maintenance cadence ensures stability but limits the app's ability to capture new users through feature-driven marketing. - 🟢 The offline-first architecture provides a reliable utility that remains immune to the connectivity issues plaguing cloud-dependent competitors. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **DoughLab - Baking Recipe Lab** (this app) | N/A/5 | N/A | Jeong-soo Park | | [VPN 360: Fast & Secure Proxy](https://marlvel.ai/apps/co-infinitysoft-vpn360) | 4.5/5 | Mixed | Pango GmbH | | [ChatGPT](https://marlvel.ai/apps/chatgpt) | 4.8/5 | n/a | OpenAI OpCo, LLC | | [Clean Swell](https://marlvel.ai/apps/clean-swell) | 3.9/5 | n/a | Ocean Conservancy | | [Data Tree Manager](https://marlvel.ai/apps/data-tree-manager) | N/A/5 | N/A | Vsevolod Migdisov | | [HitWave](https://marlvel.ai/apps/ciendor-applications-hitwave) | 2.5/5 | Mixed | Ciendor Holdings Corp. LTD | ## Company Profile - **Developer:** Jeong-soo Park - **Website:** [https://claypark.github.io/dev-page](https://claypark.github.io/dev-page) ## Data Sources & Links - **App Store ID:** 6781079793 - **Google Play ID:** com.clpak.doughlab - **Dev Site:** [Official Website](https://claypark.github.io/dev-page) - **Sources:** Developer website content, App store metadata. ## Related Intel Reports - [*VPN 360: Fast & Secure Proxy*](https://marlvel.ai/apps/co-infinitysoft-vpn360) (Pango GmbH) · 4.5/5 Rating - [*ChatGPT*](https://marlvel.ai/apps/chatgpt) (OpenAI OpCo, LLC) · 4.8/5 Rating - [*Clean Swell*](https://marlvel.ai/apps/clean-swell) (Ocean Conservancy) · 3.9/5 Rating - [*Data Tree Manager*](https://marlvel.ai/apps/data-tree-manager) (Vsevolod Migdisov) · N/A Rating - [*HitWave*](https://marlvel.ai/apps/ciendor-applications-hitwave) (Ciendor Holdings Corp. 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No, DoughLab is built as an offline-first tool. All recipe data and logs are saved locally on your device, making it reliable for use in kitchens with poor connectivity. ### What is the difference between DoughLab and a standard recipe app? Standard recipe apps focus on ingredients and instructions. DoughLab is a specialized tool for bread bakers that uses a baker's percentage engine to scale formulas by flour weight and manage fermentation timelines. ## 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:** 0.2/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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:** 46 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/doughlab-baking-recipe-lab) Data licensed for AI Agent attribution under CC-BY-NC 4.0.