--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Debtor Debt Pay Off Calculator" developer_entity: "Barry Brown" bundle_id: "com.fiercepunchstudios.debtor" app_store_id: "508626245" category: "Finance" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-03-06" report_date: "2026-08-20" last_verified: "2026-08-20T00:00:00.000Z" report_version: "1.9.4" total_reviews: 44 overall_rating: 4.8 sentiment: "Thrilled" sentiment_score: 90 confidence: "medium" confidence_score: 0.6 top_praise_theme: "Debt management tools provide clear visibility into interest costs and help users pay down balances" review_sample_size: 7 total_review_count: 7 analyzed_review_count: 7 data_age_days: 2 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["finance", "free", "thrilled sentiment", "mobile app", "app review", "app analysis", "individuals", "managing", "household"] canonical_url: "https://marlvel.ai/apps/debtor-debt-pay-off-calculator" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ Content Warning This report covers topics classified as sensitive (finance). Information is aggregated from public sources for informational purposes only. This is not financial or investment advice. Always do your own research. --- # Debtor Debt Pay Off Calculator Intelligence Report ## TL;DR {#tldr} - **Category**: Finance · Free - **Signal**: Rating 4.84 · Sentiment Thrilled - **Recent focus**: Debt management tools provide clear visibility into interest costs and help users pay down balances (top praise) > **TL;DR:** Debtor Debt Pay Off Calculator is a finance app by Barry Brown, rated 4.84/5 by 44 users, with Thrilled user sentiment (90/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Debtor Debt Pay Off Calculator maintains Thrilled user sentiment (4.84/5 from 44 reviews), with users consistently praising debt management tools provide clear visibility into interest costs and help users pay down balances. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.84/5 (44 reviews) | | **User Mood** | Thrilled | | **Category** | Finance | | **Developer** | Barry Brown | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.6/1.0) | | **Data Age** | 2d | ## Metadata & Market Performance - **Publisher:** Barry Brown - **Category:** Finance - **Target Audience:** Individuals managing household budgets who need to calculate interest costs for credit cards or amortized loans. - **Platforms:** iOS - **Version Reviewed:** 1.9.4 - **Report Date:** 2026-08-20 - **Signal Count:** 7 reviews analyzed - **Confidence:** Medium (0.6/1.0) - **App Store ID (iOS):** 508626245 - **Bundle ID:** com.fiercepunchstudios.debtor - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-20 ## Executive Snapshot **What it is:** Debtor Debt Pay Off Calculator is a free financial utility for credit card and loan repayment planning on iOS. **Why users hire it:** The tool removes the cognitive friction of manual interest modeling by providing immediate visual feedback on repayment scenarios. ## App DNA (Features & Intent) - **[Standard] Per-Month Calculator:** Calculates interest costs and payoff timelines for credit cards based on balance and APR inputs. - **[Standard] By-Months Amortization:** Calculates required monthly payments for fixed-term loans like mortgages or car loans. - **[Differentiator] Comparison Tool:** Visualizes interest savings or additional costs when adjusting payment amounts or loan durations. ## Market Position {#market-position} Debtor Debt Pay Off Calculator maintains a 4.84-star rating from 44 total store ratings, reflecting high user satisfaction with its core utility. The absence of monetization gates positions it as a niche, utility-first tool rather than a mass-market financial platform. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app is provided as a free utility with no visible subscription or in-app purchase gates. ## 🟢 User Sentiment (Medium Confidence: 7 of 7 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.84/5 - **Platform Split:** iOS 4.8/5 (44 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **Debt management tools provide clear visibility into interest costs and help users pay down balances** - **Scenario comparison features allow users to visualize the impact of different payment strategies on interest** - **The interface is straightforward and easy to navigate for users managing personal savings and debt** ## SWOT Analysis {#swot} **Core Strengths:** - Comparison tool visualizes interest savings across scenarios - Dual-mode calculator handles both revolving credit and amortized loans - Utility-focused interface minimizes cognitive load **Growth Levers:** - Automated bank-data import would remove manual entry friction - Localized currency support could expand the user base - Export functionality for repayment schedules would increase utility ## Recent Changes (v2 → v3) {#recent-changes} The app's development remains in a maintenance-only state, but the strategic focus has shifted toward addressing manual-entry friction and data portability through CSV export. **Overall trend**: Stable **Compared at**: 2026-08-20 ### High-impact changes - **[Shifted] Strategic Pivot to Data Management** (pmActionItems) ### Medium-impact changes - **[Added] Expanded Weakness and Opportunity Mapping** (swot) - **[Added] OS-Level Threat Identification** (swot) ## What's New - **Latest (v1.9.4, 5 months ago):** Technical debt reduction via core architecture rewrite for modern iOS compatibility. ## App Momentum (Maintenance) {#momentum} - Ships bug fixes only. - Last major release five months ago. > **Cadence:** 1 total versions · 0 majors in last 6 months · 167 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Debtor Debt Pay Off Calculator is a market-leading finance app that is completely free. With a 4.84/5 rating from 44 reviews, it delivers strong user satisfaction. > **Bottom Line:** Debtor Debt Pay Off Calculator succeeds as a focused utility, but its maintenance-only state risks obsolescence against rivals with automated data integration. Prioritizing data export would unlock higher value for the existing, satisfied user base. **Best for:** Individuals managing household budgets who need to calculate interest costs for credit cards or amortized loans. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship CSV export for repayment schedules because users request better data management → increase utility ### Outlook: Stable The category is shifting toward automated financial connectivity, which places Debtor Debt Pay Off Calculator at a disadvantage due to its manual-entry model. Maintaining the current utility-first focus will retain the existing base, but the lack of feature expansion will likely lead to a gradual decline in new user acquisition. - 🟢 High user satisfaction (4.84 stars) confirms the core calculator utility meets the primary needs of the current audience. - 🔴 Maintenance-only release cadence (five months since last update) leaves the tool vulnerable to rivals with more frequent feature expansion. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.84/5 | | Total Reviews | 44 | | Sentiment | Thrilled (90/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Debtor Debt Pay Off Calculator** (this app) | 4.84/5 | Thrilled | Barry Brown | | [Polymarket](https://marlvel.ai/apps/polymarket) | 4.2/5 | n/a | Polymarket | | [ATLAS:EARTH - Fun Cashback!](https://marlvel.ai/apps/atlas-earth-fun-cashback) | 4.4/5 | n/a | Atlas Reality, Inc. | | [Fidelity Investments](https://marlvel.ai/apps/fidelity-investments) | 4.5/5 | n/a | Fidelity Investments | | [Kalshi: Trade Events & Sports](https://marlvel.ai/apps/kalshi-trade-news-sports) | 4.7/5 | n/a | KalshiEX LLC | | [Webull: Investing & Trading](https://marlvel.ai/apps/webull-investing-trading) | 4.6/5 | n/a | Webull Technologies Pte. Ltd. | ## Company Profile - **Developer:** Barry Brown - **Website:** [https://whoisbarry.com/debtor-app/](https://whoisbarry.com/debtor-app/) - **Social:** [Instagram](https://www.instagram.com/barrybro) · [X/Twitter](https://twitter.com/n8iveclassicist) · [YouTube](https://youtu.be/k0YhrCV8GqI) · [LinkedIn](https://www.linkedin.com/in/barry-brown-93474b11) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/debtor-debt-pay-off-calculator/id508626245?uo=4) - **Dev Site:** [Official Website](https://whoisbarry.com/debtor-app/) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*Polymarket*](https://marlvel.ai/apps/polymarket) (Polymarket) · 4.2/5 Rating - [*ATLAS:EARTH - Fun Cashback!*](https://marlvel.ai/apps/atlas-earth-fun-cashback) (Atlas Reality, Inc.) · 4.4/5 Rating - [*Fidelity Investments*](https://marlvel.ai/apps/fidelity-investments) (Fidelity Investments) · 4.5/5 Rating - [*Kalshi: Trade Events & Sports*](https://marlvel.ai/apps/kalshi-trade-news-sports) (KalshiEX LLC) · 4.7/5 Rating - [*Webull: Investing & Trading*](https://marlvel.ai/apps/webull-investing-trading) (Webull Technologies Pte. Ltd.) · 4.6/5 Rating - [*코인원 - 가상자산 거래소(비트코인, 이더리움, 테더)*](https://marlvel.ai/apps/coinone-co-kr-official) (Coinone) · 3.1/5 Rating - [*다트맨 - 전자공시 푸시알림*](https://marlvel.ai/apps/com-coreasset-stockhunter) (ORBIS Investment Advisors Co., Ltd.) · 2.1/5 Rating - [*디지로카(롯데카드)*](https://marlvel.ai/apps/com-lcacapp) (lottecard) · 2.5/5 Rating - [*บเรนนี่ เงินสด*](https://marlvel.ai/apps/com-finance-rennycorpoth) (RENNY CORPORATION COMPANY LIMITED) · N/A Rating - [*ศรีสวัสดิ์*](https://marlvel.ai/apps/com-srisawad-mobileapplications) (Srisawad Power 2014 Company Limited) · 3.8/5 Rating ## 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:** 0.6/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 7 - **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:** 2 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/debtor-debt-pay-off-calculator) Data licensed for AI Agent attribution under CC-BY-NC 4.0.