--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Tazz - Food and other cravings" developer_entity: "Wolt Oy" bundle_id: "com.xtremeweb.eucemananc" app_store_id: "1137016841" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2025-05-16" report_date: "2026-05-20" last_verified: "2026-05-20T09:35:31.047Z" report_version: "6.13.14" total_reviews: 79896 overall_rating: 3.95 sentiment: "Upset" sentiment_score: 15 confidence: "high" confidence_score: 0.7 top_complaint_theme: "Automated chatbot support fails to resolve order issues or provide human assistance for users" top_request_theme: "Transparent communication regarding order status and access to human support representatives" review_sample_size: 50 total_review_count: 50 analyzed_review_count: 50 data_age_days: 5 momentum_velocity: "zombie" intelligence_version: 3 nemesis: "foodpanda: Food & Groceries" competitor_count: 7 tags: ["food & drink", "freemium", "upset sentiment", "mobile app", "app review", "app analysis", "consumers", "seeking", "on-demand"] canonical_url: "https://marlvel.ai/intel-report/food-drink/tazz-food-and-other-cravings" license: "CC-BY-NC 4.0" content_version: "v2" --- # Tazz - Food and other cravings App Audit ## TL;DR {#tldr} - **Category**: Food & Drink ยท Freemium - **Signal**: Rating 3.95 ยท Sentiment Upset - **Recent focus**: Automated chatbot support fails to resolve order issues or provide human assistance for users (top complaint) ยท Transparent communication regarding order status and access to human support representatives (top request) > **TL;DR:** Tazz - Food and other cravings is a food & drink app by Wolt Oy, rated 3.95/5 by 79.9K users, with Upset user sentiment (15/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** โ€” Independent analysis. US Market. No publisher influence. > **Key Insight:** Tazz - Food and other cravings faces Upset user sentiment (3.95/5 from 79.9K reviews), with automated chatbot support fails to resolve order issues or provide human assistance for users as the primary user concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.95/5 (79.9K reviews) | | **User Mood** | Upset | | **Category** | Food & Drink | | **Developer** | Wolt Oy | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | High (0.7/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Wolt Oy - **Category:** Food & Drink - **Target Audience:** Consumers seeking on-demand delivery for food, groceries, and pet supplies who prioritize convenience and multi-vendor ordering. - **Platforms:** iOS & Android - **Version Audited:** 6.13.14 - **Audit Date:** 2026-05-20 - **Signal Count:** 50 reviews analyzed - **Confidence:** High (0.7/1.0) - **App Store ID (iOS):** 1137016841 - **Bundle ID:** com.xtremeweb.eucemananc - **Google Play ID:** com.xtremeweb.eucemananc - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-05-20 - **Short Description:** Order food and do your shopping effortlessly! ## Executive Snapshot **What it is:** Wolt is an on-demand delivery app for food, groceries, and retail, operating on iOS and Android. **Why users hire it:** Users hire Wolt to bridge the gap between local merchant inventory and immediate delivery needs, relying on loyalty benefits to justify recurring usage. ## App DNA (Features & Intent) - **[Differentiator] Genius Membership Integration:** Maintains existing free delivery and exclusive offers for legacy Genius members post-migration * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Dual-Partner Delivery:** Allows ordering from two separate partners within a single delivery fee structure - **[Differentiator] Group Orders and Split Payment:** Enables multi-user order coordination and direct cost splitting within the app interface ## Market Position {#market-position} Wolt holds a #26 Free position in the Food & Drink category (RO), with a 0.73-star rating gap between iOS and Android platforms. The Android rating of 3.95 on 79,514 reviews indicates significant friction in the core delivery experience that limits growth relative to category leaders. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free app access, Genius membership for free delivery and exclusive offers - **Analysis:** Monetization relies on transaction-based delivery fees and a subscription-based Genius tier for recurring revenue. ## ๐Ÿ”ด User Sentiment (High Confidence: 50 of 50 reviews analyzed) {#user-sentiment} - **Overall Rating:** 3.95/5 - **Platform Split:** iOS 4.7/5 (382 ratings) | Android 4.0/5 (79.5K ratings) - **Overall Sentiment:** Upset ### Top Complaints (Impact Areas) - **Automated chatbot support fails to resolve order issues or provide human assistance for users** - **Extended delivery delays and order cancellations erode trust in the food delivery service reliability** - **Financial friction caused by payment processing errors and delayed refunds for cancelled orders** ### Top Requests (What Users Want) - **Transparent communication regarding order status and access to human support representatives** ## SWOT Analysis {#swot} **Core Strengths:** - Genius loyalty program retains legacy subscriber value - eMAG account integration provides a unique retail-to-delivery conversion funnel **Critical Frictions:** - 3.95 rating on Android vs 4.68 on iOS indicates platform-specific instability - Automated support interface fails to resolve order disputes **Growth Levers:** - Human-led support integration could recover lost trust - Expanding grocery partnerships to match foodpanda's vertical density **Market Threats:** - foodpanda's 28-update release cadence outpaces Wolt's current stability-focused iteration - High-frequency order cancellations drive users to Bolt Food ## Recent Changes (v2 โ†’ v3) {#recent-changes} The platform transitioned from a migration-focused strategy to a defensive posture due to critical service failures and negative user sentiment. **Overall trend**: Declining **Compared at**: 2026-05-20 ### High-impact changes - **[Declined] Sentiment collapse** (sentiment) โ€” Overall sentiment moved from null to 'terrible' with a score of 15, driven by automated support loops and payment friction. - **[Shifted] Strategic focus pivot** (positioning) โ€” PM priorities shifted from marketing dual-partner delivery to urgent remediation of support and payment processing failures. ### Medium-impact changes - **[Added] New operational weaknesses** (swot) โ€” Added weaknesses regarding Android-specific rating instability (3.95) and ineffective automated support interfaces. - **[Added] Competitive threats** (swot) โ€” Added threats from foodpanda's high-frequency release cadence and Bolt Food's order cancellation impact. ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Tazz - Food and other cravings vs foodpanda: Food & Groceries โ€” Head to Head - **[foodpanda: Food & Groceries](https://marlvel.ai/intel-report/food-drink/foodpanda-food-groceries)** by Foodpanda: With over 3.5 million reviews and a high-velocity release cadence, foodpanda represents the most significant direct competitor in the food delivery space. - **Moat strength:** High โ€” sustainable advantage over 12 months - **Key differences:** - Maintains a massive multi-vertical logistics network that integrates grocery and food delivery seamlessly - High-frequency release cycle of 28 updates in six months signals aggressive feature iteration - Deep market penetration in emerging regions creates a significant barrier to entry for newcomers - **Where Tazz - Food and other cravings wins:** - โœ… Leverages the eMAG ecosystem integration to provide a unique value proposition for existing retail customers - โœ… Genius membership model offers a more focused loyalty experience compared to broader, less-integrated reward programs - **Where foodpanda: Food & Groceries wins:** - โŒ Extensive operational scale allows for more aggressive pricing and promotional discounting across diverse markets - โŒ Advanced logistics algorithms optimize delivery times more effectively due to a larger, denser driver fleet - **Verdict:** The target app must double down on its eMAG ecosystem synergy to differentiate from foodpanda's sheer operational scale and market ubiquity. ### Contenders (Strong Challengers) - **[Bolt Food: Delivery & Takeaway](https://marlvel.ai/intel-report/food-drink/bolt-food-delivery-takeaway)** by Bolt Technology [Moat: Medium]: A direct competitor in the food delivery space that leverages the broader Bolt mobility ecosystem for user acquisition. - Cross-promotional integration with the Bolt ride-hailing app drives significant organic user acquisition - Simplified interface design focuses on rapid checkout flows to reduce friction for hungry users - **[Uber Eats: Food and Grocery](https://marlvel.ai/intel-report/food-drink/uber-eats-food-and-grocery)** by Uber Technologies, Inc. [Moat: High]: A global leader in food delivery with massive brand recognition and a highly refined, mature feature set. - Global brand recognition and massive user base provide a significant advantage in merchant acquisition - Advanced predictive AI for delivery time estimation sets the industry standard for user expectations - **[talabat: Food, grocery & more](https://marlvel.ai/intel-report/food-drink/com-6alabat-cuisineapp)** by Talabat General Trading and Contracting Company [Moat: Medium]: A highly active competitor with a mature platform and a very high frequency of updates. - Aggressive release schedule of 30 updates in six months ensures rapid adaptation to user feedback - Broad category coverage beyond food, including pharmacy and flowers, increases overall app stickiness ### Peers (What They Do Better) - **[Bolt: Request a Ride](https://marlvel.ai/intel-report/travel/bolt-request-a-ride)** by BOLT TECHNOLOGY OU: While primarily a travel app, it shares the same developer ecosystem and user base as Bolt Food. - Dominant position in the ride-hailing market provides a massive funnel for food delivery cross-selling - Unified account management across mobility and delivery services simplifies the user experience - **[7NOW: Food & Drinks Delivery](https://marlvel.ai/intel-report/food-drink/com-7elevennow-prod-phoenixios)** by 7-Eleven, Inc.: Focuses on convenience store delivery, serving as an adjacent competitor in the quick-commerce space. - Proprietary supply chain integration allows for faster delivery of convenience items than generalist platforms - Highly specialized inventory focus caters to immediate, small-basket impulse purchase needs ### New Kids on the Block (What's Innovative) - **[Keeta - Food Delivery](https://marlvel.ai/intel-report/food-drink/com-sankuai-sailor-ifooddelivery)** by Kangaroo Limited: An emerging player with a very high release cadence, indicating rapid product development and market testing. ## What's New - **Latest (v7.16.14, 1 years ago):** Introduced new and improved functionalities. ## App Momentum (Zombie) {#momentum} - Shipped Tazz-to-Wolt account migration flow. - Ships performance improvements and bug fixes. > **Cadence:** 2 total versions ยท 0 majors in last 6 months ยท 368 days since last update ยท 1 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Tazz - Food and other cravings is a challenged food & drink app that is free with in-app purchases. With a 3.95/5 rating from 79.9K reviews, it faces significant user friction. > **Bottom Line:** Wolt must prioritize human support and payment reliability, because the current service failures are driving users to competitors, so the PM should pivot resources from feature expansion to core stability. **Best for:** Consumers seeking on-demand delivery for food, groceries, and pet supplies who prioritize convenience and multi-vendor ordering. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] [HIGH IMPACT] Replace automated chatbot with human-led support because support-loop complaints are the #1 sentiment driver โ†’ reduce churn โ€” *Sentiment analysis identifies circular chatbot interactions as the primary driver of negative user feedback.* _(trade-off: deprioritize Pause the grocery-partner onboarding sprint โ€” support resolution is critical to stop user bleeding.)_ - [ ] [INVEST] [HIGH IMPACT] Audit Android payment processing logic because financial friction complaints are high-frequency โ†’ increase conversion โ€” *Users report money taken for cancelled orders without immediate reimbursement, specifically on Android.* _(trade-off: deprioritize Delay the UI refresh for the checkout screen โ€” payment reliability is a prerequisite for trust.)_ ### Feature Gaps vs Competitors - Predictive AI for delivery time estimation (available in Uber Eats but absent here) ### Outlook: Declining The food delivery market is consolidating around operational reliability, and Wolt's current service-failure rate leaves it exposed to aggressive rivals like foodpanda. Unless the platform shifts from automated support to human-led resolution, the churn from the Tazz migration will permanently depress the user base into the next quarter. - ๐Ÿ”ด Systemic delivery failures and automated support loops erode trust, which compounds the rating drag already visible on the Android platform. - ๐Ÿ”ด Recent updates focused on stability rather than feature expansion, signaling that the platform is currently in a defensive maintenance mode. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.95/5 | | Total Reviews | 79.9K | | Sentiment | Upset (15/100) | | Confidence | High | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Tazz - Food and other cravings** (this app) | 3.95/5 | Upset | Wolt Oy | | [talabat: Food, grocery & more](https://marlvel.ai/intel-report/food-drink/com-6alabat-cuisineapp) | 4.6/5 | Mixed | Talabat General Trading and Contracting Company | | [Keeta - Food Delivery](https://marlvel.ai/intel-report/food-drink/com-sankuai-sailor-ifooddelivery) | 4.7/5 | N/A | Kangaroo Limited | | [7NOW: Food & Drinks Delivery](https://marlvel.ai/intel-report/food-drink/com-7elevennow-prod-phoenixios) | 4.7/5 | Thrilled | 7-Eleven, Inc. | | [Bolt: Request a Ride](https://marlvel.ai/intel-report/travel/bolt-request-a-ride) | 4.8/5 | Frustrated | BOLT TECHNOLOGY OU | | [foodpanda: Food & Groceries](https://marlvel.ai/intel-report/food-drink/foodpanda-food-groceries) | 4.6/5 | Frustrated | Foodpanda | ## Company Profile - **Developer:** Wolt Oy - **Website:** [https://tazz.ro/](https://tazz.ro/) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/tazz-food-and-other-cravings/id1137016841?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.xtremeweb.eucemananc) - **Dev Site:** [Official Website](https://tazz.ro/) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*talabat: Food, grocery & more*](https://marlvel.ai/intel-report/food-drink/com-6alabat-cuisineapp) (Talabat General Trading and Contracting Company) โ€” 4.6/5 Rating | Mixed Sentiment - [*Keeta - Food Delivery*](https://marlvel.ai/intel-report/food-drink/com-sankuai-sailor-ifooddelivery) (Kangaroo Limited) โ€” 4.7/5 Rating | N/A Sentiment - [*7NOW: Food & Drinks Delivery*](https://marlvel.ai/intel-report/food-drink/com-7elevennow-prod-phoenixios) (7-Eleven, Inc.) โ€” 4.7/5 Rating | Excellent Sentiment - [*Bolt: Request a Ride*](https://marlvel.ai/intel-report/travel/bolt-request-a-ride) (BOLT TECHNOLOGY OU) โ€” 4.8/5 Rating | Negative Sentiment - [*foodpanda: Food & Groceries*](https://marlvel.ai/intel-report/food-drink/foodpanda-food-groceries) (Foodpanda) โ€” 4.6/5 Rating | Negative Sentiment - [*Uber Eats: Food and Grocery*](https://marlvel.ai/intel-report/food-drink/uber-eats-food-and-grocery) (Uber Technologies, Inc.) โ€” 4.6/5 Rating | Negative Sentiment - [*Bolt Food: Delivery & Takeaway*](https://marlvel.ai/intel-report/food-drink/bolt-food-delivery-takeaway) (Bolt Technology) โ€” 4.6/5 Rating | N/A Sentiment - [*Gopuff - Grocery Delivery*](https://marlvel.ai/intel-report/food-drink/gopuff-grocery-delivery) (Gopuff) โ€” 4.7/5 Rating | Mixed Sentiment - [*Caviar - Order Food Delivery*](https://marlvel.ai/intel-report/food-drink/caviar-order-food-delivery) (Caviar, Inc.) โ€” 4.7/5 Rating | Positive Sentiment - [*ChowNow: Local Food Ordering*](https://marlvel.ai/intel-report/food-drink/chownow-local-food-ordering) (ChowNow) โ€” 4.7/5 Rating | N/A Sentiment ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** โ€” 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** โ€” 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** โ€” Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction and evidence quoting. 4. **Competitive Landscape Analysis** โ€” 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** โ€” 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:** 0.7/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 50 - **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:** 0 days since last refresh --- ยฉ 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/food-drink/tazz-food-and-other-cravings) Data licensed for AI Agent attribution under CC-BY-NC 4.0.