--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "about time coffee" developer_entity: "About Time Systems Inc." bundle_id: "com.abouttime.coffee" app_store_id: "1614563016" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2023-11-28" report_date: "2026-09-06" last_verified: "2026-09-06T00:00:00.000Z" report_version: "1.5.7" total_reviews: 189 overall_rating: 4.7 sentiment: "Mixed" sentiment_score: 45 confidence: "low" confidence_score: 0.3 top_praise_theme: "High-quality coffee and unique menu items keep daily drinkers engaged with the brand experience" top_complaint_theme: "Payment processing failures with Apple Pay and credit card entry prevent users from completing orders" review_sample_size: 18 total_review_count: 18 analyzed_review_count: 18 data_age_days: 53 momentum_velocity: "zombie" intelligence_version: 3 tags: ["food & drink", "free", "mixed sentiment", "mobile app", "app review", "app analysis", "coffee", "snack", "consumers"] canonical_url: "https://marlvel.ai/apps/about-time-coffee" license: "CC-BY-NC 4.0" content_version: "v2" --- # about time coffee Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Free - **Signal**: Rating 4.66 · Sentiment Mixed - **Recent focus**: Payment processing failures with Apple Pay and credit card entry prevent users from completing orders (top complaint) · High-quality coffee and unique menu items keep daily drinkers engaged with the brand experience (top praise) > **TL;DR:** about time coffee is a food & drink app by About Time Systems Inc., rated 4.66/5 by 189 users, with Mixed user sentiment (45/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** about time coffee shows Mixed sentiment (4.66/5 from 189 reviews) - users praise high-quality coffee and unique menu items keep daily drinkers engaged with the brand experience but report issues with payment processing failures with apple pay and credit card entry prevent users from completing orders. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.66/5 (189 reviews) | | **User Mood** | Mixed | | **Category** | Food & Drink | | **Developer** | About Time Systems Inc. | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 53d | ## Metadata & Market Performance - **Publisher:** About Time Systems Inc. - **Category:** Food & Drink - **Target Audience:** Coffee and snack consumers who frequent About Time Coffee locations and prefer mobile ordering to skip in-store lines. - **Platforms:** iOS - **Version Reviewed:** 1.5.7 - **Report Date:** 2026-09-06 - **Signal Count:** 18 reviews analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 1614563016 - **Bundle ID:** com.abouttime.coffee - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-09-06 ## Executive Snapshot **What it is:** About Time Coffee is a mobile ordering app for coffee and food pickup, available on iOS. **Why users hire it:** The app removes the friction of in-store waiting for daily commuters, though technical instability in the latest version now forces users back into physical queues. ## App DNA (Features & Intent) - **[Standard] Order Ahead:** Select items from the menu and place orders for pickup via the app interface. - **[Standard] Multi-Channel Payment:** Supports Apple Pay, Venmo, PayPal, and card payments within the checkout flow. ## Market Position {#market-position} About Time Coffee maintains a 4.6-star rating across 189 total ratings, though the lack of updates for over 1000 days has stalled its competitive evolution. ## Monetization Strategy - **Model:** Free - **Tiers:** Free app with no subscription or paid-tier gates - **Analysis:** The app functions as a direct ordering channel for physical retail locations with no in-app subscription or premium tier. ## 🟡 User Sentiment (Low Confidence: 18 of 18 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.66/5 - **Platform Split:** iOS 4.7/5 (189 ratings) - **Overall Sentiment:** Mixed ### Top Praises - **High-quality coffee and unique menu items keep daily drinkers engaged with the brand experience** - **Convenient mobile ordering flow allows users to secure their drinks in seconds during busy mornings** ### Top Complaints (Impact Areas) - **Payment processing failures with Apple Pay and credit card entry prevent users from completing orders** ## SWOT Analysis {#swot} **Core Strengths:** - High-quality coffee menu sustains daily engagement - Mobile-first ordering flow reduces in-store wait times **Growth Levers:** - Add default-store selection to prevent order errors - Expand customization options for specialty lattes ## Recent Changes (v2 → v3) {#recent-changes} The app's competitive position has shifted toward addressing specific UX friction points, notably the lack of default-store selection, while the core payment instability remains the primary revenue blocker. **Overall trend**: Declining **Compared at**: 2026-09-06 ### Medium-impact changes - **[Added] New SWOT items** (swot) - **[Added] New PM action item** (features) ### Low-impact changes - **[Declined] Rating adjustment** (positioning) ## What's New - **Latest (v1.5.7, 2 years ago):** General bug fixes and performance improvements. ## App Momentum (Zombie) {#momentum} - Dormant for 33 months - No major releases since 2023 > **Cadence:** 1 total versions · 0 majors in last 6 months · 1013 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} about time coffee is a food & drink app that is completely free. With a 4.66/5 rating from 189 reviews, it shows mixed user reception. > **Bottom Line:** Restoring payment stability is the only path to retaining the daily-drinker base, as current crashes directly block revenue. If the payment flow remains broken, the app will continue to lose users to competitors with reliable digital ordering infrastructure. **Best for:** Coffee and snack consumers who frequent About Time Coffee locations and prefer mobile ordering to skip in-store lines. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Audit payment gateway integration because Apple Pay failures are the top-reported crash theme → restore checkout conversion ### Outlook: Declining The market for coffee-ordering apps is consolidating around platforms that integrate loyalty rewards and stable payment flows. About Time Coffee is currently exposed due to its 1000-day update gap, which has allowed technical regressions to degrade the user experience and threaten its primary value proposition. - 🔴 Payment processing failures in the latest version block orders, which directly erodes the daily-ordering habit. - 🔴 The 33-month release gap signals a shift to maintenance-only status, leaving the app vulnerable to modern competitors. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.66/5 | | Total Reviews | 189 | | Sentiment | Mixed (45/100) | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 2 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **about time coffee** (this app) | 4.66/5 | Mixed | About Time Systems 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:** About Time Systems Inc. ## Data Sources & Links - **App Store ID:** 1614563016 - **Sources:** 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) · 4.7/5 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 About Time Coffee good for daily use? While the coffee quality is highly praised, recent technical issues with payment processing and app crashes make it unreliable for daily use until these bugs are resolved. ### Does About Time Coffee support Apple Pay? The app supports Apple Pay, but recent user reports indicate that payment processing frequently fails, preventing users from completing their orders. ### Why can't I save my favorite store in the app? The app currently lacks a feature to save a default location, which users report leads to accidental orders at the wrong store during their commute. ## 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:** 0.3/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 18 - **Data Sources:** user reviews, 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:** 53 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/about-time-coffee) Data licensed for AI Agent attribution under CC-BY-NC 4.0.