--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Zoho Analytics - Dashboards" developer_entity: "Zoho Corporation" bundle_id: "com.zoho.zadashboards" app_store_id: "1562808051" category: "Business" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-06-25" report_date: "2026-09-14" last_verified: "2026-09-14T00:00:00.000Z" report_version: "2.5.0" total_reviews: 63 overall_rating: 3 sentiment: "Mixed" sentiment_score: 55 confidence: "medium" confidence_score: 0.6 top_praise_theme: "Productivity tools provide a sense of organization and focus for users managing daily professional tasks" top_complaint_theme: "Users report concerns regarding data privacy and the handling of personal information within the application" review_sample_size: 9 total_review_count: 9 analyzed_review_count: 9 data_age_days: 45 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["business", "freemium", "mixed sentiment", "mobile app", "app review", "app analysis", "business", "professionals", "analysts"] canonical_url: "https://marlvel.ai/apps/zoho-analytics-dashboards" license: "CC-BY-NC 4.0" content_version: "v2" --- # Zoho Analytics - Dashboards Intelligence Report ## TL;DR {#tldr} - **Category**: Business · Freemium - **Signal**: Rating 3 · Sentiment Mixed - **Recent focus**: Users report concerns regarding data privacy and the handling of personal information within the application (top complaint) · Productivity tools provide a sense of organization and focus for users managing daily professional tasks (top praise) > **TL;DR:** Zoho Analytics - Dashboards is a business app by Zoho Corporation, rated 3/5 by 63 users, with Mixed user sentiment (55/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Zoho Analytics - Dashboards shows Mixed sentiment (3/5 from 63 reviews) - users praise productivity tools provide a sense of organization and focus for users managing daily professional tasks but report issues with users report concerns regarding data privacy and the handling of personal information within the application. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3/5 (63 reviews) | | **User Mood** | Mixed | | **Category** | Business | | **Developer** | Zoho Corporation | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.6/1.0) | | **Data Age** | 45d | ## Metadata & Market Performance - **Publisher:** Zoho Corporation - **Category:** Business - **Target Audience:** Business professionals and data analysts who require mobile access to their existing Zoho Analytics dashboards and reports. - **Platforms:** iOS & Android - **Version Reviewed:** 2.5.0 - **Report Date:** 2026-09-14 - **Signal Count:** 9 reviews analyzed - **Confidence:** Medium (0.6/1.0) - **App Store ID (iOS):** 1562808051 - **Bundle ID:** com.zoho.zadashboards - **Google Play ID:** com.zoho.zadashboards - **Data Window:** Analysis based on signals collected up to 2026-09-14 ## Executive Snapshot **What it is:** Zoho Analytics - Dashboards is a native mobile app for viewing and exploring business dashboards on iOS and Android. **Why users hire it:** The app removes the friction of accessing complex business metrics on mobile devices, allowing users to track performance trends without needing a desktop workstation. ## App DNA (Features & Intent) - **[Standard] Native Dashboard Access:** Purpose-built mobile interface for viewing business dashboards and reports. - **[Standard] Interactive Data Exploration:** Supports drill-down, chart type switching, and data filtering via touch gestures. * *User Intent:* Users want to quickly find relevant content or features. - **[Differentiator] AI-Powered Insights:** Provides visual and textual insights, including Key Driver Analysis (KDA). * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} Zoho Analytics - Dashboards serves as a mobile companion to the Zoho Analytics platform, which holds a stable position in the Business category. The app's value rests on providing mobile-first access to data, though its 3-star rating across 63 total ratings indicates significant room for usability improvement. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free mobile access for existing Zoho Analytics users, Subscription-based access to the Zoho Analytics platform - **Analysis:** The app functions as a mobile extension for the Zoho Analytics platform, which uses a subscription-based model. ## 🟡 User Sentiment (Medium Confidence: 9 of 9 reviews analyzed) {#user-sentiment} - **Overall Rating:** 3/5 - **Platform Split:** Android 3.0/5 (63 ratings) - **Overall Sentiment:** Mixed ### Top Praises - **Productivity tools provide a sense of organization and focus for users managing daily professional tasks** - **Reporting features offer reliable support for users tracking data and performance metrics within the app** ### Top Complaints (Impact Areas) - **Users report concerns regarding data privacy and the handling of personal information within the application** ## SWOT Analysis {#swot} **Core Strengths:** - Native touch-gesture exploration enables faster data interpretation. - AI-powered diagnostic insights provide automated performance recommendations. **Growth Levers:** - Localized UI improvements could address navigation complaints. ## What's New - **Latest (v2.5.0, 2 months ago):** Introduced visual insights, AI-powered Diagnostic Insights for automated Key Driver Analysis, and actionable performance recommendations. ## App Momentum (Maintenance) {#momentum} - Shipped AI-powered diagnostic insights. - Integrated visual analytics enhancements. - Quiet 2 months, maintenance mode. > **Cadence:** 1 total versions · 1 majors in last 6 months · 81 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Zoho Analytics - Dashboards is a business app that is free with in-app purchases. With a 3/5 rating from 63 reviews, it shows mixed user reception. > **Bottom Line:** Zoho Analytics - Dashboards provides a necessary mobile bridge for the core platform, but navigation friction and privacy concerns currently limit its adoption. Addressing these usability barriers would unlock higher daily usage among existing subscribers. **Best for:** Business professionals and data analysts who require mobile access to their existing Zoho Analytics dashboards and reports. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Audit navigation flow because users describe the interface as unintuitive → increase daily active usage ### Outlook: Mixed The market for mobile business intelligence is consolidating around platforms that offer both deep data exploration and high-trust privacy standards. Zoho Analytics - Dashboards remains in a mixed state: while the latest release adds sophisticated AI capabilities, the core navigation experience continues to frustrate users, which risks churn before the app can become a daily habit. - 🟢 The latest release introduced AI-powered diagnostic insights, demonstrating active feature investment rather than maintenance-only updates. - 🔴 User complaints regarding data privacy and navigation friction persist, which may erode the daily active habit among professional users. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3/5 | | Total Reviews | 63 | | Sentiment | Mixed (55/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Zoho Analytics - Dashboards** (this app) | 3/5 | Mixed | Zoho Corporation | | [Groupon Merchant](https://marlvel.ai/apps/groupon-merchant) | 3.0/5 | n/a | Groupon, Inc. | | [긱톡 - 재택부업, 프리랜서, 단기알바 정보 플랫폼](https://marlvel.ai/apps/com-gigtalk-gigtalk) | 4.5/5 | N/A | Nextstep Inc. | | [두란노](https://marlvel.ai/apps/app--971) | N/A/5 | N/A | Duranno | | [쿠펀치](https://marlvel.ai/apps/coupang-app-coupunch) | 1.0/5 | N/A | Coupang Corp. | | [아지트 - 함께 소통하는 업무용 커뮤니티](https://marlvel.ai/apps/app--797) | 3.0/5 | N/A | Kakao Corp. | ## Company Profile - **Developer:** Zoho Corporation - **Website:** [https://www.zoho.com/analytics/](https://www.zoho.com/analytics/) - **Social:** [Instagram](https://www.instagram.com/zohoteaminbox) · [Facebook](https://www.facebook.com/zoho) · [X/Twitter](https://twitter.com/zohoteaminbox) · [YouTube](https://www.youtube.com/@zohoteaminbox9164) ## Data Sources & Links - **App Store ID:** 1562808051 - **Google Play ID:** com.zoho.zadashboards - **Dev Site:** [Official Website](https://www.zoho.com/analytics/) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*Groupon Merchant*](https://marlvel.ai/apps/groupon-merchant) (Groupon, Inc.) · 3.0/5 Rating - [*긱톡 - 재택부업, 프리랜서, 단기알바 정보 플랫폼*](https://marlvel.ai/apps/com-gigtalk-gigtalk) (Nextstep Inc.) · 4.5/5 Rating - [*두란노*](https://marlvel.ai/apps/app--971) (Duranno) · N/A Rating - [*쿠펀치*](https://marlvel.ai/apps/coupang-app-coupunch) (Coupang Corp.) · 1.0/5 Rating - [*아지트 - 함께 소통하는 업무용 커뮤니티*](https://marlvel.ai/apps/app--797) (Kakao Corp.) · 3.0/5 Rating - [*シフオプ*](https://marlvel.ai/apps/shift-management-service-to-support-optimal-placem) (Recruit Co.,Ltd.) · N/A Rating - [*아임히어 - 모바일 출결 관리 앱*](https://marlvel.ai/apps/com-imhere-client-student) (LFin) · 2.9/5 Rating - [*카매니저 - 중고차 딜러전용 전국 매물공유 플랫폼*](https://marlvel.ai/apps/kr-co-autocafe-carmanager) (atonmobility appmaster) · 3.0/5 Rating - [*금호고속 셔틀*](https://marlvel.ai/apps/kr-co-kumhobuslines-shuttle-route-passengernew) (kumhoexpress) · 2.1/5 Rating - [*쿠팡이츠 배달 파트너*](https://marlvel.ai/apps/coupang-eats-delivery) (Coupang Corp.) · 2.6/5 Rating ## Frequently Asked Questions {#faq} ### Is Zoho Analytics - Dashboards free to use? The app is free to download and provides mobile access to existing Zoho Analytics users, who typically access the platform via a subscription-based model. ### Does the app support offline data viewing? The app is designed as a mobile extension for the Zoho Analytics platform, and users generally require an active connection to access and explore live business dashboards. ### Is my data secure when using this app? Some users have expressed concerns regarding data privacy and information management; users should review the developer's privacy policy for specific details on data handling. ### What are the main alternatives for mobile business dashboards? Users should consider other business intelligence platforms that offer mobile-native dashboarding, though Zoho Analytics - Dashboards is specifically optimized for the Zoho ecosystem. ## 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:** 9 - **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:** 45 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/zoho-analytics-dashboards) Data licensed for AI Agent attribution under CC-BY-NC 4.0.