--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "AtoB: Find and Save on Fuel" developer_entity: "CElegans Labs, Inc" bundle_id: "com.atob.drivers" app_store_id: "1618855693" category: "Navigation" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-06-25" report_date: "2026-08-19" last_verified: "2026-08-19T00:00:00.000Z" report_version: "1.73.0" total_reviews: 3180 overall_rating: 4.6 sentiment: "Mixed" sentiment_score: 55 confidence: "high" confidence_score: 0.8 top_praise_theme: "Business owners value the ability to track fuel expenses and manage fleet spending in one place" top_complaint_theme: "Fuel map performance issues and missing distance data frustrate drivers trying to plan routes efficiently" review_sample_size: 99 total_review_count: 99 analyzed_review_count: 62 data_age_days: 51 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["navigation", "free", "mixed sentiment", "mobile app", "app review", "app analysis", "fleet", "managers", "owner-operators"] canonical_url: "https://marlvel.ai/apps/atob-find-and-save-on-fuel" license: "CC-BY-NC 4.0" content_version: "v2" --- # AtoB: Find and Save on Fuel Intelligence Report ## TL;DR {#tldr} - **Category**: Navigation · Free - **Signal**: Rating 4.65 · Sentiment Mixed - **Recent focus**: Fuel map performance issues and missing distance data frustrate drivers trying to plan routes efficiently (top complaint) · Business owners value the ability to track fuel expenses and manage fleet spending in one place (top praise) > **TL;DR:** AtoB: Find and Save on Fuel is a navigation app by CElegans Labs, Inc, rated 4.65/5 by 3.2K users, with Mixed user sentiment (55/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** AtoB: Find and Save on Fuel shows Mixed sentiment (4.65/5 from 3.2K reviews) - users praise business owners value the ability to track fuel expenses and manage fleet spending in one place but report issues with fuel map performance issues and missing distance data frustrate drivers trying to plan routes efficiently. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.65/5 (3.2K reviews) | | **User Mood** | Mixed | | **Category** | Navigation | | **Developer** | CElegans Labs, Inc | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | High (0.8/1.0) | | **Data Age** | 51d | ## Metadata & Market Performance - **Publisher:** CElegans Labs, Inc - **Category:** Navigation - **Target Audience:** Fleet managers and owner-operators of local, OTR, and mixed fleets. - **Platforms:** iOS & Android - **Version Reviewed:** 1.73.0 - **Report Date:** 2026-08-19 - **Signal Count:** 99 reviews analyzed - **Confidence:** High (0.8/1.0) - **App Store ID (iOS):** 1618855693 - **Bundle ID:** com.atob.drivers - **Google Play ID:** com.atob.drivers - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-08-19 - **Short Description:** The transportation industry’s solution to unlocking big discounts on fuel ## Executive Snapshot **What it is:** AtoB is a fleet management and fuel-savings platform for owner-operators and fleet managers on iOS and Android. **Why users hire it:** The platform removes the manual overhead of tracking fuel expenses and provides automated discounts that lower the operational cost of hauling and landscaping fleets. ## App DNA (Features & Intent) - **[Differentiator] Fuel Discount Network:** Provides average savings of 42¢ per gallon on truck diesel at over 30,000 partner stations. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Fleet Spend Controls:** Admin dashboard for setting transaction limits and merchant whitelists to reduce fraud risk. - **[Differentiator] Secure Card Unlock:** Mandatory app-based card activation at the pump to prevent unauthorized use. * *User Intent:* Users prioritize data protection and trust in the platform. ## Market Position {#market-position} AtoB currently holds the #162 position in the US Auto & Vehicles category. The gap between its high-utility financial features and the recent performance regressions in the latest release suggests a vulnerability to competitors with more stable navigation interfaces. ## Monetization Strategy - **Model:** Free - **Analysis:** AtoB operates as a B2B financial service, deriving revenue from transaction-based fees and service agreements rather than consumer subscriptions. ## 🟡 User Sentiment (High Confidence: 62 of 99 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.65/5 - **Platform Split:** iOS 4.7/5 (2.5K ratings) | Android 4.5/5 (655 ratings) - **Overall Sentiment:** Mixed ### Top Praises - **Business owners value the ability to track fuel expenses and manage fleet spending in one place** - **Automated fuel discounts and rewards provide tangible cost savings for small business and fleet operations** - **Integration with business credit reporting agencies helps small companies build their credit profile over time** ### Top Complaints (Impact Areas) - **Fuel map performance issues and missing distance data frustrate drivers trying to plan routes efficiently** ## SWOT Analysis {#swot} **Core Strengths:** - Proprietary discount network provides 42¢/gallon diesel savings - Card-unlock mechanism prevents unauthorized fuel spend - Credit-reporting integration builds long-term user lock-in **Growth Levers:** - Expand distance-to-station metrics to reduce range anxiety - Implement offline-caching for fuel maps in low-connectivity zones ## Recent Changes (v2 → v3) {#recent-changes} AtoB has refined its market positioning to emphasize its role as a B2B financial service, while the outlook trend has shifted from declining to mixed due to the persistent retention value of its fuel discount network. **Overall trend**: Mixed **Compared at**: 2026-08-19 ### High-impact changes - **[Shifted] Market Position Clarification** (positioning) - **[Shifted] Outlook Trend Update** (positioning) ### Medium-impact changes - **[Added] Financial Utility SWOT Items** (swot) - **[Shifted] PM Action Item Prioritization** (features) ## What's New - **Latest (v1.73.0, 1 months ago):** Maintenance release focused on bug fixes and performance optimizations. ## App Momentum (Maintenance) {#momentum} - Ships minor bug fixes every 57 days. - Latest release introduced authentication friction. > **Cadence:** 1 total versions · 0 majors in last 6 months · 57 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} AtoB: Find and Save on Fuel is a navigation app that is completely free. With a 4.65/5 rating from 3.2K reviews, it shows mixed user reception. > **Bottom Line:** AtoB must prioritize authentication stability to protect its core fleet-management utility. The current friction in the latest release threatens to drive users toward more stable navigation alternatives, which would undermine the platform's financial-lock-in mechanism. **Best for:** Fleet managers and owner-operators of local, OTR, and mixed fleets. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Rebuild authentication flow because login bugs are the top-cited frustration in the latest release → restore daily active usage ### Outlook: Mixed The market for fleet-fuel management is consolidating around platforms that offer both financial control and reliable navigation. AtoB is currently exposed due to stability regressions in the latest release, which risks alienating the very fleet managers who rely on its expense-tracking utility. - 🔴 Authentication bugs in the latest release disrupt daily driver workflows, which compounds the existing frustration with map performance and route planning. - 🟢 The core value proposition of 42¢/gallon diesel savings remains a strong retention hook for small-fleet operators who rely on these operational cost reductions. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.65/5 | | Total Reviews | 3.2K | | Sentiment | Mixed (55/100) | | Confidence | High | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **AtoB: Find and Save on Fuel** (this app) | 4.65/5 | Mixed | CElegans Labs, Inc | | [Google Maps](https://marlvel.ai/apps/google-maps) | 4.0/5 | Mixed | Google | | [전국 시외버스 승차권 통합 예매(버스타고)](https://marlvel.ai/apps/com-ebcard-bustago) | 1.6/5 | N/A | EZL Corp. | | [손편지 - 내 손안에 편의점 지도](https://marlvel.ai/apps/app--288) | N/A/5 | N/A | GEONJU CHOI | | [탐나는맵](https://marlvel.ai/apps/com-tamnann-tamnannmapapp) | 3.3/5 | N/A | hyunseo Jung | | [10-4 by WEX](https://marlvel.ai/apps/com-wex-backoff) | 4.8/5 | N/A | WEX, Inc. | ## Company Profile - **Developer:** CElegans Labs, Inc - **Website:** [https://atob.com](https://atob.com) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/atob-find-and-save-on-fuel/id1618855693?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.atob.drivers) - **Dev Site:** [Official Website](https://atob.com) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*Google Maps*](https://marlvel.ai/apps/google-maps) (Google) · 4.0/5 Rating - [*전국 시외버스 승차권 통합 예매(버스타고)*](https://marlvel.ai/apps/com-ebcard-bustago) (EZL Corp.) · 1.6/5 Rating - [*손편지 - 내 손안에 편의점 지도*](https://marlvel.ai/apps/app--288) (GEONJU CHOI) · N/A Rating - [*탐나는맵*](https://marlvel.ai/apps/com-tamnann-tamnannmapapp) (hyunseo Jung) · 3.3/5 Rating - [*10-4 by WEX*](https://marlvel.ai/apps/com-wex-backoff) (WEX, Inc.) · 4.8/5 Rating - [*13:20:Sync*](https://marlvel.ai/apps/com-redhouseamsterdam-mayaapp) (The RedHouse Apps) · 4.9/5 Rating - [*3D Earth Map Street View*](https://marlvel.ai/apps/com-naikurrehman-globeapp) (Naik Ur Rehman) · 4.7/5 Rating - [*3D GIS Digital Elevation Model*](https://marlvel.ai/apps/com-ladesignes-3dgis) (Andres Narvaez) · 3.0/5 Rating - [*3D Map New Zealand*](https://marlvel.ai/apps/com-mappendix-3dmapnz) (Mappendix Limited) · 5.0/5 Rating - [*3D Offline Maps: GPS tracker*](https://marlvel.ai/apps/3d-offline-maps-gps-tracker) (SERGEI BEZDENEZHNYKH) · 4.6/5 Rating ## Frequently Asked Questions {#faq} ### Is AtoB suitable for individual drivers or only large fleets? AtoB is designed for both owner-operators and fleet managers. Its expense-tracking and fuel-discount features provide value to small businesses and individual drivers looking to lower operational costs. ### Does AtoB work offline for route planning? Recent user feedback indicates that the fuel map functionality requires an active connection, and drivers have reported frustration with map responsiveness and missing data when planning routes. ### What are the main alternatives to AtoB for fuel savings? While AtoB focuses on fleet-specific financial controls and diesel discounts, other navigation and fuel-tracking apps exist. Users should compare AtoB's integrated spend-control features against general-purpose fuel-finder apps that may offer broader retail coverage. ## 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:** 0.8/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 99 - **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:** 51 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/atob-find-and-save-on-fuel) Data licensed for AI Agent attribution under CC-BY-NC 4.0.