--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Dilution Calculator" developer_entity: "Samuel Blackburn" bundle_id: "com.blankcurb.DilutionCalculator" app_store_id: "1511339044" category: "Utilities" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-08-09" report_date: "2026-08-30" last_verified: "2026-08-30T00:00:00.000Z" report_version: "4.2" total_reviews: 154 overall_rating: 4.7 sentiment: "Excited" sentiment_score: 70 confidence: "medium" confidence_score: 0.5 top_praise_theme: "The straightforward interface allows users to calculate mix ratios for resins and silicones without complexity" top_complaint_theme: "Persistent advertisements obstruct the calculation interface and remain visible even after users attempt to interact" review_sample_size: 8 total_review_count: 8 analyzed_review_count: 8 data_age_days: 1 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["utilities", "freemium", "excited sentiment", "mobile app", "app review", "app analysis", "professional", "detailers,", "valeters,"] canonical_url: "https://marlvel.ai/apps/dilution-calculator" license: "CC-BY-NC 4.0" content_version: "v2" --- # Dilution Calculator Intelligence Report ## TL;DR {#tldr} - **Category**: Utilities · Freemium - **Signal**: Rating 4.71 · Sentiment Excited - **Recent focus**: Persistent advertisements obstruct the calculation interface and remain visible even after users attempt to interact (top complaint) · The straightforward interface allows users to calculate mix ratios for resins and silicones without complexity (top praise) > **TL;DR:** Dilution Calculator is a utilities app by Samuel Blackburn, rated 4.71/5 by 154 users, with Excited user sentiment (70/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Dilution Calculator maintains Excited user sentiment (4.71/5 from 154 reviews), with users consistently praising the straightforward interface allows users to calculate mix ratios for resins and silicones without complexity. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.71/5 (154 reviews) | | **User Mood** | Excited | | **Category** | Utilities | | **Developer** | Samuel Blackburn | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | Medium (0.5/1.0) | | **Data Age** | 1d | ## Metadata & Market Performance - **Publisher:** Samuel Blackburn - **Category:** Utilities - **Target Audience:** Professional car detailers, valeters, and painters requiring precise mixing ratios. - **Platforms:** iOS - **Version Reviewed:** 4.2 - **Report Date:** 2026-08-30 - **Signal Count:** 8 reviews analyzed - **Confidence:** Medium (0.5/1.0) - **App Store ID (iOS):** 1511339044 - **Bundle ID:** com.blankcurb.DilutionCalculator - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-30 ## Executive Snapshot **What it is:** Dilution Calculator is a utility app for iOS that automates dilution ratio math for professional detailers and painters. **Why users hire it:** The tool removes the cognitive friction of manual mixing math, allowing professionals to calculate exact volumes instantly without switching to general-purpose assistants. ## App DNA (Features & Intent) - **[Standard] Dilution Ratio Calculation:** Calculates exact water and solution volumes based on user-defined ratios and container sizes. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Simple UI Mode:** Provides a distraction-free interface for quick data entry. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Result Rounding:** Generates easy-to-measure values for manual mixing. ## Market Position {#market-position} Dilution Calculator serves a specialized professional niche, maintaining a 4.7-star rating across 154 total ratings. The lack of imperial measurement support in the latest version limits its reach in US-based professional markets. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free version with ads, One-time purchase to remove ads - **Analysis:** The freemium model uses an ad-supported free tier to drive adoption, with a one-time purchase gate for ad removal. ## 🟢 User Sentiment (Medium Confidence: 8 of 8 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.71/5 - **Platform Split:** iOS 4.7/5 (154 ratings) - **Overall Sentiment:** Excited ### Top Praises - **The straightforward interface allows users to calculate mix ratios for resins and silicones without complexity** - **Professional detailers find the quick calculation speed superior to using general purpose artificial intelligence tools** ### Top Complaints (Impact Areas) - **Persistent advertisements obstruct the calculation interface and remain visible even after users attempt to interact** ## SWOT Analysis {#swot} **Core Strengths:** - Dedicated calculation logic outperforms general-purpose AI for field speed. - Simple UI mode minimizes distraction during professional tasks. **Growth Levers:** - Add imperial unit toggle to capture US-based professional detailers. - Introduce pro-tier features for professional inventory management. ## Recent Changes (v2 → v3) {#recent-changes} The app remains in a maintenance-level state with no new features or performance shifts. The primary evolution is a more targeted strategic focus on the US market and a clearer articulation of the competitive threat from AI-driven alternatives. **Overall trend**: Stable **Compared at**: 2026-08-30 ### High-impact changes - **[Shifted] Refined Competitive Threat** (swot) ### Medium-impact changes - **[Shifted] US Market Focus** (positioning) - **[Added] Inventory Management Opportunity** (swot) ## What's New - **Latest (v4.2, 2 weeks ago):** Version 4.2 focuses on accessibility enhancements and general bug fixes. ## App Momentum (Maintenance) {#momentum} - Ships bug fixes at 3-week cadence. - Latest release focuses on accessibility. > **Cadence:** 1 total versions · 0 majors in last 6 months · 20 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Dilution Calculator is a market-leading utilities app that is free with in-app purchases. With a 4.71/5 rating from 154 reviews, it delivers strong user satisfaction. > **Bottom Line:** Implementing an imperial unit toggle would directly address the top-requested feature and unlock the US professional market, which is currently underserved by the metric-only design. **Best for:** Professional car detailers, valeters, and painters requiring precise mixing ratios. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship imperial unit toggle because it is the top-requested feature → increase US market adoption ### Outlook: Stable The professional detailing utility market remains stable, but Dilution Calculator is currently exposed by its metric-only design. Addressing the imperial unit gap is necessary to prevent churn to more flexible alternatives in the US market. - 🔴 Persistent ad obstruction in the latest version drives user churn, which compounds the negative sentiment regarding the lack of imperial units. - 🟢 High rating (4.7 stars) confirms the core calculation logic is reliable, providing a strong foundation for future professional-tier feature expansion. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.71/5 | | Total Reviews | 154 | | Sentiment | Excited (70/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Dilution Calculator** (this app) | 4.71/5 | Excited | Samuel Blackburn | | [Sota Connect: Secure Network](https://marlvel.ai/apps/fi-catconnect-sota) | 4.9/5 | N/A | Cat Connect | | [V2Box - V2ray Client](https://marlvel.ai/apps/v2box-v2ray-client) | 4.6/5 | n/a | techlaim | | [avoVPN Desktop](https://marlvel.ai/apps/avovpn-desktop) | N/A/5 | N/A | Avocado VPN Technologies | | [Free VPN by Free VPN .org™](https://marlvel.ai/apps/free-vpn-by-free-vpn-org) | 4.5/5 | Mixed | Free VPN LLC | | [Fusvob VPN : Super VPN 2026](https://marlvel.ai/apps/com-toplinkc-foxexcellent) | 4.5/5 | Mixed | Fuxin Technology | ## Company Profile - **Developer:** Samuel Blackburn - **Website:** [https://samuelblackburn.com](https://samuelblackburn.com) - **Social:** [Instagram](https://instagram.com/samuelblackburn.dev) · [X/Twitter](https://twitter.com/BLANKCURB1) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/dilution-calculator/id1511339044?uo=4) - **Dev Site:** [Official Website](https://samuelblackburn.com) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*Sota Connect: Secure Network*](https://marlvel.ai/apps/fi-catconnect-sota) (Cat Connect) · 4.9/5 Rating - [*V2Box - V2ray Client*](https://marlvel.ai/apps/v2box-v2ray-client) (techlaim) · 4.6/5 Rating - [*avoVPN Desktop*](https://marlvel.ai/apps/avovpn-desktop) (Avocado VPN Technologies) · N/A Rating - [*Free VPN by Free VPN .org™*](https://marlvel.ai/apps/free-vpn-by-free-vpn-org) (Free VPN LLC) · 4.5/5 Rating - [*Fusvob VPN : Super VPN 2026*](https://marlvel.ai/apps/com-toplinkc-foxexcellent) (Fuxin Technology) · 4.5/5 Rating - [*Potatso*](https://marlvel.ai/apps/potatso) (Potatso Lab LTD) · 4.4/5 Rating - [*Quantumult X*](https://marlvel.ai/apps/quantumult-x) (Cross Utility Ltd) · 3.8/5 Rating - [*카톡 분석 - 오픈채팅, 카톡 채팅 분석, 통계, 검색*](https://marlvel.ai/apps/com-liger-katalkanalysispaid) (Park Sung Cheol) · N/A Rating - [*로또 황금번호 생성기*](https://marlvel.ai/apps/lotto-lottogold) (jaehwan lee) · N/A Rating - [*도사폰 (만세력 역학도구)*](https://marlvel.ai/apps/app--656) (Softchaser Company Limited) · 5.0/5 Rating ## Frequently Asked Questions {#faq} ### Is Dilution Calculator suitable for professional use? Yes, professional detailers and painters use the app for its speed and precision in calculating mixing ratios compared to manual methods. ### Does Dilution Calculator support imperial measurements like ounces? Currently, the app supports milliliters and liters. Users have requested an imperial toggle, but it is not yet available in the latest version. ### Are there intrusive advertisements in the free version? Yes, users report that advertisements can obstruct input fields, though a one-time purchase is available to remove them entirely. ## 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:** 0.5/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 8 - **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:** 1 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/dilution-calculator) Data licensed for AI Agent attribution under CC-BY-NC 4.0.