--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Dialed - AI Barista Assistant" developer_entity: "Christian Rodriguez" bundle_id: "com.cthdev.Dialed" app_store_id: "6739745384" category: "Productivity" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2024-12-29" report_date: "2026-09-05" last_verified: "2026-09-05T00:00:00.000Z" report_version: "1.0" total_reviews: 1 overall_rating: 5 sentiment: "Thrilled" sentiment_score: 90 confidence: "medium" confidence_score: 0.45 top_praise_theme: "The coffee preparation workflow provides a helpful and intuitive experience for long-term home brewing enthusiasts" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 68 momentum_velocity: "zombie" intelligence_version: 3 tags: ["productivity", "free", "thrilled sentiment", "mobile app", "app review", "app analysis", "baristas", "coffee", "professionals"] canonical_url: "https://marlvel.ai/apps/dialed-ai-barista-assistant" license: "CC-BY-NC 4.0" content_version: "v2" --- # Dialed - AI Barista Assistant Intelligence Report ## TL;DR {#tldr} - **Category**: Productivity · Free - **Signal**: Rating 5 · Sentiment Thrilled - **Recent focus**: The coffee preparation workflow provides a helpful and intuitive experience for long-term home brewing enthusiasts (top praise) > **TL;DR:** Dialed - AI Barista Assistant is a productivity app by Christian Rodriguez, rated 5/5 by 1 users, with Thrilled user sentiment (90/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Dialed - AI Barista Assistant maintains Thrilled user sentiment (5/5 from 1 review), with users consistently praising the coffee preparation workflow provides a helpful and intuitive experience for long-term home brewing enthusiasts. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (1 review) | | **User Mood** | Thrilled | | **Category** | Productivity | | **Developer** | Christian Rodriguez | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 68d | ## Metadata & Market Performance - **Publisher:** Christian Rodriguez - **Category:** Productivity - **Target Audience:** Home baristas and coffee professionals seeking to document and refine espresso brewing parameters. - **Platforms:** iOS - **Version Reviewed:** 1.0 - **Report Date:** 2026-09-05 - **Signal Count:** 1 review analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 6739745384 - **Bundle ID:** com.cthdev.Dialed - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-09-05 ## Executive Snapshot **What it is:** Dialed is a mobile espresso recipe documentation and AI-assisted dialing tool for home baristas on iOS. **Why users hire it:** It replaces manual paper logs with a structured digital interface to reduce the cognitive load of tracking espresso variables. ## App DNA (Features & Intent) - **[Standard] Espresso Recipe Documentation:** Digital log for recording espresso variables including bean type and brew method. - **[Differentiator] AI Barista Assistant:** Automated guidance for dialing in espresso shots. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Recipe Refinement Tools:** Interface for adjusting and iterating on espresso parameters. ## Market Position {#market-position} Dialed occupies a niche productivity segment for coffee enthusiasts, holding a 5-star rating on the App Store based on a single review. The absence of monetization signals a focus on community utility rather than revenue-driven growth. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** Dialed is currently offered as a free utility with no visible in-app purchases or subscription gates. ## 🟢 User Sentiment (Medium Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 5/5 - **Platform Split:** iOS 5.0/5 (1 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **The coffee preparation workflow provides a helpful and intuitive experience for long-term home brewing enthusiasts** ## SWOT Analysis {#swot} **Core Strengths:** - AI-guided recipe refinement provides a clear value-add over static logging tools **Growth Levers:** - Adding social sharing features for recipes could build a community-driven data set for bean-specific dialing profiles ## Recent Changes (v2 → v3) {#recent-changes} The competitive outlook for Dialed has shifted from stable to declining, as the lack of development is now explicitly linked to the app's inability to integrate with modern smart-scale hardware. **Overall trend**: Declining **Compared at**: 2026-09-05 ### High-impact changes - **[Shifted] Outlook Trend Downgrade** (positioning) ### Medium-impact changes - **[Added] Hardware Integration Threat** (swot) - **[Added] Cloud-Sync Weakness** (swot) - **[Shifted] Monetization Perspective** (positioning) ## App Momentum (Zombie) {#momentum} - Last major release December 2024. - No updates in 20 months. > **Cadence:** 1 total versions · 1 majors in last 6 months · 614 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Dialed - AI Barista Assistant is a productivity app that is completely free. It holds a 5/5 rating from 1 review. > **Bottom Line:** Dialed provides a functional, free utility for espresso enthusiasts, but the 20-month development gap signals a lack of active support that limits its long-term viability as a primary brewing tool. **Best for:** Home baristas and coffee professionals seeking to document and refine espresso brewing parameters. ### PM Action Plan (Next Best Moves) - [ ] [MAINTAIN] Audit user retention because the 20-month update gap suggests a stalled user base → inform sunset or pivot decision ### Outlook: Declining The coffee-tech market is shifting toward hardware-connected ecosystems that automate data entry from smart scales. Dialed's manual-entry focus and stalled development leave it exposed to obsolescence as users migrate to platforms that offer seamless data synchronization. - 🔴 The 20-month release gap indicates a maintenance-only cadence, which prevents the app from competing with modern, hardware-integrated coffee assistants. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 1 | | Sentiment | Thrilled (90/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Dialed - AI Barista Assistant** (this app) | 5/5 | Thrilled | Christian Rodriguez | | [Mitsu: AI Life Coach](https://marlvel.ai/apps/mitsu-ai-life-coach) | N/A/5 | N/A | C2 Insights | | [ChatGPT](https://marlvel.ai/apps/chatgpt) | 4.8/5 | n/a | OpenAI OpCo, LLC | | [HitWave](https://marlvel.ai/apps/ciendor-applications-hitwave) | 2.6/5 | Mixed | Ciendor Holdings Corp. LTD | | [Paper: Sketch, Draw & Create](https://marlvel.ai/apps/paper-sketch-draw-create) | 4.6/5 | N/A | Evernote Corporation | | [Pattrn - Discipline Tracker](https://marlvel.ai/apps/pattrn-discipline-tracker) | 4.8/5 | Thrilled | Pedro Schott | ## Company Profile - **Developer:** Christian Rodriguez - **Website:** [https://www.christianthedev.com/](https://www.christianthedev.com/) ## Data Sources & Links - **App Store ID:** 6739745384 - **Dev Site:** [Official Website](https://www.christianthedev.com/) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*Mitsu: AI Life Coach*](https://marlvel.ai/apps/mitsu-ai-life-coach) (C2 Insights) · N/A Rating - [*ChatGPT*](https://marlvel.ai/apps/chatgpt) (OpenAI OpCo, LLC) · 4.8/5 Rating - [*HitWave*](https://marlvel.ai/apps/ciendor-applications-hitwave) (Ciendor Holdings Corp. LTD) · 2.6/5 Rating - [*Paper: Sketch, Draw & Create*](https://marlvel.ai/apps/paper-sketch-draw-create) (Evernote Corporation) · 4.6/5 Rating - [*Pattrn - Discipline Tracker*](https://marlvel.ai/apps/pattrn-discipline-tracker) (Pedro Schott) · 4.8/5 Rating | Excellent Sentiment - [*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 - [*VPN - Super Unlimited Proxy*](https://marlvel.ai/apps/vpn-super-unlimited-proxy) (Mobile Jump Pte Ltd) · 4.7/5 Rating | Excellent Sentiment - [*한음달-한국인에게 꼭 맞는 음력달력, 캘린더*](https://marlvel.ai/apps/app--103) (YunaSoft Inc.) · 4.6/5 Rating - [*바로메모 - 매일 바로 작성하는 메모장*](https://marlvel.ai/apps/cswpd-memo) (SuWon Choi) · N/A Rating ## Frequently Asked Questions {#faq} ### Is Dialed suitable for professional baristas? Dialed is designed for both home and professional use, but its current lack of updates since 2024 may limit its reliability for professional workflows requiring modern integrations. ### Does Dialed require a subscription? No, Dialed is currently free to use with no in-app purchases or subscription gates. ### What are the limitations of Dialed? The primary limitation is the lack of recent updates, as the app has not been updated since December 2024, which may impact compatibility with newer iOS versions. ## 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:** 1 - **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:** 68 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/dialed-ai-barista-assistant) Data licensed for AI Agent attribution under CC-BY-NC 4.0.