--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "The Candle Maker Calculator" developer_entity: "Paula De Barros" bundle_id: "com.paulamitchell.TheCandleMakerCalculator" app_store_id: "1514593795" category: "Productivity" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2025-10-07" report_date: "2026-09-25" last_verified: "2026-09-25T00:00:00.000Z" report_version: "3.2" total_reviews: 24 overall_rating: 3 sentiment: "Frustrated" sentiment_score: 25 confidence: "medium" confidence_score: 0.45 top_praise_theme: "Beginner users find the initial toolset helpful for learning the basics of candle making" top_complaint_theme: "Mathematical calculation errors for wax and fragrance oil measurements lead to wasted materials and money" review_sample_size: 11 total_review_count: 11 analyzed_review_count: 11 data_age_days: 36 momentum_velocity: "zombie" intelligence_version: 2 tags: ["productivity", "free", "frustrated sentiment", "mobile app", "app review", "app analysis", "candle-making", "hobbyists", "small"] canonical_url: "https://marlvel.ai/apps/the-candle-maker-calculator" license: "CC-BY-NC 4.0" content_version: "v2" --- # The Candle Maker Calculator Intelligence Report ## TL;DR {#tldr} - **Category**: Productivity · Free - **Signal**: Rating 3.04 · Sentiment Frustrated - **Recent focus**: Mathematical calculation errors for wax and fragrance oil measurements lead to wasted materials and money (top complaint) · Beginner users find the initial toolset helpful for learning the basics of candle making (top praise) > **TL;DR:** The Candle Maker Calculator is a productivity app by Paula De Barros, rated 3.04/5 by 24 users, with Frustrated user sentiment (25/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** The Candle Maker Calculator faces Frustrated user sentiment (3.04/5 from 24 reviews), with users reporting mathematical calculation errors for wax and fragrance oil measurements lead to wasted materials and money as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.04/5 (24 reviews) | | **User Mood** | Frustrated | | **Category** | Productivity | | **Developer** | Paula De Barros | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 36d | ## Metadata & Market Performance - **Publisher:** Paula De Barros - **Category:** Productivity - **Target Audience:** Candle-making hobbyists and small business owners who require precise ingredient measurements for hand-poured projects. - **Platforms:** iOS - **Version Reviewed:** 3.2 - **Report Date:** 2026-09-25 - **Signal Count:** 11 reviews analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 1514593795 - **Bundle ID:** com.paulamitchell.TheCandleMakerCalculator - **Data Window:** Analysis based on signals collected up to 2026-09-25 ## Executive Snapshot **What it is:** The Candle Maker Calculator is a productivity tool for candle-making hobbyists that automates wax and fragrance oil measurements on iOS. **Why users hire it:** The tool removes the cognitive friction of manual ratio conversions, though current calculation errors force users to perform manual checks to avoid wasting expensive supplies. ## App DNA (Features & Intent) - **[Standard] Wax Calculator:** Calculates precise measurements for wax and fragrance oil based on jar volume and wax type. - **[Standard] Project Management:** Saves and organizes individual candle-making projects for future reference. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Multi-Wax Support:** Provides calculation parameters for Soy, Paraffin, Beeswax, and Coconut wax types. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} The Candle Maker Calculator serves a niche craft audience with a 3.04-star rating across 24 total ratings. The lack of monetization or recent updates suggests a hobbyist-led project rather than a commercial-grade competitor. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The tool is currently offered as a free utility with no visible in-app purchase or subscription gates. ## 🔴 User Sentiment (Medium Confidence: 11 of 11 reviews analyzed) {#user-sentiment} - **Overall Rating:** 3.04/5 - **Platform Split:** iOS 3.0/5 (24 ratings) - **Overall Sentiment:** Frustrated ### Top Praises - **Beginner users find the initial toolset helpful for learning the basics of candle making** ### Top Complaints (Impact Areas) - **Mathematical calculation errors for wax and fragrance oil measurements lead to wasted materials and money** ## SWOT Analysis {#swot} **Core Strengths:** - Multi-wax support reduces switching costs for hobbyists **Growth Levers:** - Adding an ounce-weight toggle would resolve top user request ## What's New - **Latest (v3.2, 11 months ago):** Addressed calculation errors and general bug fixes. ## App Momentum (Zombie) {#momentum} - No major release in 11 months. - Last update addressed minor bug fixes. > **Cadence:** 1 total versions · 0 majors in last 6 months · 353 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} The Candle Maker Calculator is a productivity app that is completely free. With a 3.04/5 rating from 24 reviews, it faces significant user friction. > **Bottom Line:** The Candle Maker Calculator must prioritize calculation accuracy to stop the material waste driving negative sentiment. Fixing the core math is the only way to retain the hobbyist base, as the current errors invalidate the tool's primary value proposition. **Best for:** Candle-making hobbyists and small business owners who require precise ingredient measurements for hand-poured projects. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Audit calculation logic because users report incorrect wax-to-fragrance ratios → reduce material waste ### Outlook: Declining The Candle Maker Calculator is currently in a state of decline due to unaddressed calculation errors and a lack of active development. Without a commitment to fixing the core math, the tool will continue to lose its hobbyist base to manual methods or more reliable alternatives. - 🔴 Calculation inaccuracies lead to material waste, which directly erodes user trust and drives the current negative sentiment trend. - 🔴 The 11-month development silence suggests the project is in maintenance mode, leaving users without a path to resolution for reported bugs. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.04/5 | | Total Reviews | 24 | | Sentiment | Frustrated (25/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **The Candle Maker Calculator** (this app) | 3.04/5 | Frustrated | Paula De Barros | | [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 | | [HitWave](https://marlvel.ai/apps/ciendor-applications-hitwave) | 2.5/5 | Mixed | Ciendor Holdings Corp. LTD | | [Infomaniak Euria](https://marlvel.ai/apps/infomaniak-euria) | 4.8/5 | N/A | Infomaniak Network SA | | [Lumo AI by Proton](https://marlvel.ai/apps/lumo-ai-by-proton) | 3.9/5 | Mixed | Proton AG | ## Company Profile - **Developer:** Paula De Barros - **Website:** [https://www.facebook.com/thecandlemakercalculator/](https://www.facebook.com/thecandlemakercalculator/) - **Social:** [Instagram](https://www.instagram.com/meta) · [Facebook](https://www.facebook.com/Meta) · [X/Twitter](https://twitter.com/Meta) · [YouTube](https://www.youtube.com/meta) ## Data Sources & Links - **App Store ID:** 1514593795 - **Dev Site:** [Official Website](https://www.facebook.com/thecandlemakercalculator/) - **Sources:** About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*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 - [*HitWave*](https://marlvel.ai/apps/ciendor-applications-hitwave) (Ciendor Holdings Corp. LTD) · 2.5/5 Rating - [*Infomaniak Euria*](https://marlvel.ai/apps/infomaniak-euria) (Infomaniak Network SA) · 4.8/5 Rating - [*Lumo AI by Proton*](https://marlvel.ai/apps/lumo-ai-by-proton) (Proton AG) · 3.9/5 Rating - [*Paper: Sketch, Draw & Create*](https://marlvel.ai/apps/paper-sketch-draw-create) (Evernote Corporation) · 4.6/5 Rating - [*Perplexity - AI Search & Chat*](https://marlvel.ai/apps/perplexity-ai-search-chat) (Perplexity AI, Inc.) · 4.8/5 Rating - [*ScreenZen- Screen Time Control*](https://marlvel.ai/apps/screenzen-screen-time-control) (ScreenZen LLC) · 4.8/5 Rating | Excellent Sentiment - [*SpaceDesk App*](https://marlvel.ai/apps/spacedesk-app) (Hawsabah) · N/A Rating - [*TeamViewer Remote Control*](https://marlvel.ai/apps/teamviewer-remote-control) (TeamViewer Germany GmbH) · 4.5/5 Rating ## Frequently Asked Questions {#faq} ### Is The Candle Maker Calculator accurate for professional use? Users report that the tool currently provides incorrect measurements for wax and fragrance ratios, requiring manual verification to avoid wasting materials. ### Does the app support different types of wax? Yes, the app provides calculation parameters for Soy, Paraffin, Beeswax, and Coconut wax types. ### Can I input wax weight in ounces? Currently, the app requires input in pounds, and users have requested an update to allow for ounce-based measurements to avoid manual conversion. ## 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:** 11 - **Data Sources:** user reviews, 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:** 36 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/the-candle-maker-calculator) Data licensed for AI Agent attribution under CC-BY-NC 4.0.