--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Dough Temperature Calculator" developer_entity: "Dim Sum Thinking, Inc" bundle_id: "com.dimsumthinking.DDTCalculator" app_store_id: "1564647813" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2025-09-15" report_date: "2026-09-08" last_verified: "2026-09-08T00:00:00.000Z" report_version: "6.0" total_reviews: 3 overall_rating: 5 sentiment: "Thrilled" sentiment_score: 90 confidence: "medium" confidence_score: 0.55 top_praise_theme: "Mathematical calculation tools simplify the process of adjusting and applying dough recipes for professional restaurant staff" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 68 momentum_velocity: "zombie" intelligence_version: 3 tags: ["food & drink", "free", "thrilled sentiment", "mobile app", "app review", "app analysis", "bread", "bakers", "seeking"] canonical_url: "https://marlvel.ai/apps/dough-temperature-calculator" license: "CC-BY-NC 4.0" content_version: "v2" --- # Dough Temperature Calculator Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Free - **Signal**: Rating 5 · Sentiment Thrilled - **Recent focus**: Mathematical calculation tools simplify the process of adjusting and applying dough recipes for professional restaurant staff (top praise) > **TL;DR:** Dough Temperature Calculator is a food & drink app by Dim Sum Thinking, Inc, rated 5/5 by 3 users, with Thrilled user sentiment (90/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Dough Temperature Calculator maintains Thrilled user sentiment (5/5 from 3 reviews), with users consistently praising mathematical calculation tools simplify the process of adjusting and applying dough recipes for professional restaurant staff. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (3 reviews) | | **User Mood** | Thrilled | | **Category** | Food & Drink | | **Developer** | Dim Sum Thinking, Inc | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.55/1.0) | | **Data Age** | 68d | ## Metadata & Market Performance - **Publisher:** Dim Sum Thinking, Inc - **Category:** Food & Drink - **Target Audience:** Home bread bakers seeking professional-grade temperature control for their dough. - **Platforms:** iOS - **Version Reviewed:** 6.0 - **Report Date:** 2026-09-08 - **Signal Count:** 1 review analyzed - **Confidence:** Medium (0.55/1.0) - **App Store ID (iOS):** 1564647813 - **Bundle ID:** com.dimsumthinking.DDTCalculator - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-09-08 ## Executive Snapshot **What it is:** Dough Temperature Calculator is a specialized utility for home bread bakers that computes required water temperatures for consistent dough fermentation on iOS. **Why users hire it:** The app removes the cognitive friction of manual temperature math, allowing bakers to achieve consistent results regardless of fluctuating kitchen or ingredient temperatures. ## App DNA (Features & Intent) - **[Standard] Dough Temperature Calculation:** Calculates required water temperature based on ambient kitchen, flour, and sourdough starter temperatures. - **[Differentiator] Friction Factor Adjustment:** Allows manual tuning of the formula to account for specific mixing methods and equipment heat transfer. - **[Standard] Mix Storage:** Saves previous mix parameters to allow users to return to familiar recipes without manual re-entry. - **[Differentiator] Friction Factor Calibration:** Automatically adjusts the friction factor by recording the final dough temperature after the mix. ## Market Position {#market-position} Dough Temperature Calculator occupies a niche utility space in the Food & Drink category, maintaining a 5.0-star rating across its limited user base. The absence of monetization signals a focus on utility over scale, differentiating it from ad-supported baking apps. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app is distributed as a free utility with no visible in-app purchases or subscription tiers. ## 🟢 User Sentiment (Medium Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 5/5 - **Platform Split:** iOS 5.0/5 (3 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **Mathematical calculation tools simplify the process of adjusting and applying dough recipes for professional restaurant staff** - **Responsive developer communication regarding user feedback encourages a positive and collaborative experience for the app community** ## SWOT Analysis {#swot} **Core Strengths:** - Friction factor calibration enables high-precision baking workflows - Saved mix parameters allow for repeatable recipe execution **Growth Levers:** - Adding a library of sourdough starter profiles increases utility - Exportable recipe cards could drive organic user referrals ## Recent Changes (v2 → v3) {#recent-changes} The competitive assessment shifted from a focus on technical maintenance to identifying specific growth opportunities and external threats. The product remains in a maintenance-only state, but the analytical framework now highlights potential B2B-adjacent expansion and the risk of displacement by broader baking suites. **Overall trend**: Stable **Compared at**: 2026-09-08 ### High-impact changes - **[Shifted] Strategic Outlook Pivot** (positioning) ### Medium-impact changes - **[Added] New SWOT Opportunities and Threats** (swot) - **[Shifted] PM Action Item Focus** (positioning) ## What's New - **Latest (v6.0, 11 months ago):** Updated for iOS 26 compatibility. ## App Momentum (Zombie) {#momentum} - Ships no new features in 2026. - Last major release 11 months ago. > **Cadence:** 1 total versions · 0 majors in last 6 months · 358 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Dough Temperature Calculator is a food & drink app that is completely free. It holds a 5/5 rating from 3 reviews. > **Bottom Line:** Dough Temperature Calculator provides a specialized, high-accuracy utility that retains core users through its unique friction factor calibration. Maintaining this precision is the priority, as the lack of active development makes the current feature set the primary barrier against generic rivals. **Best for:** Home bread bakers seeking professional-grade temperature control for their dough. ### PM Action Plan (Next Best Moves) - [ ] [MAINTAIN] Audit the friction factor calibration logic because it is the primary differentiator → maintain professional-grade accuracy. ### Outlook: Stable The niche baking utility market remains stable, but Dough Temperature Calculator is currently in a maintenance-only posture. Without active feature expansion, the app remains vulnerable to broader baking suites that may eventually incorporate similar temperature-calculation formulas. - ⚪ The 11-month development gap indicates a maintenance-only posture, which limits the app's ability to respond to new competitive entrants. - 🟢 The 5.0-star rating signals that the core temperature calculation mechanism is highly effective for the target audience of home bakers. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 3 | | Sentiment | Thrilled (90/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 4 analyzed | | Trend | Stable | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Dough Temperature Calculator** (this app) | 5/5 | Thrilled | Dim Sum Thinking, Inc | | [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:** Dim Sum Thinking, Inc - **Website:** [https://dimsumthinking.com/Apps/DoughTemperatureCalculator/](https://dimsumthinking.com/Apps/DoughTemperatureCalculator/) ## Data Sources & Links - **App Store ID:** 1564647813 - **Dev Site:** [Official Website](https://dimsumthinking.com/Apps/DoughTemperatureCalculator/) - **Sources:** Developer website content, About us / company information, 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 - [*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 Dough Temperature Calculator suitable for professional bakers? Yes, users report the app is helpful for training staff on recipe adjustments and provides more accurate theoretical dough calculations than standard calculators. ### Does Dough Temperature Calculator cost money to use? No, the app is currently distributed as a free utility with no in-app purchases or subscription tiers. ### What is the main difference between this and a regular calculator? This app includes specific features like friction factor calibration and mix storage, which allow for repeatable, professional-grade results that generic calculators cannot provide. ## 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:** 0.55/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 1 - **Data Sources:** user reviews, developer website, company about page, 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:** 68 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/dough-temperature-calculator) Data licensed for AI Agent attribution under CC-BY-NC 4.0.