--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Frisbee: Rewards for Receipts" developer_entity: "Klover Holdings, Inc." bundle_id: "io.attaindata.boomerang" app_store_id: "6446371504" category: "Shopping" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-08-13" report_date: "2026-08-15" last_verified: "2026-08-15T00:00:00.000Z" report_version: "2026.6.10" total_reviews: 93786 overall_rating: 4.7 sentiment: "Excited" sentiment_score: 65 confidence: "high" confidence_score: 0.7 top_praise_theme: "The reward system provides a reliable way to earn extra money through consistent receipt scanning" top_complaint_theme: "Technical failures during receipt scanning and account linking prevent users from earning points after the latest update" review_sample_size: 50 total_review_count: 50 analyzed_review_count: 50 data_age_days: 1 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["shopping", "free", "excited sentiment", "mobile app", "app review", "app analysis", "budget-conscious", "shoppers", "looking"] canonical_url: "https://marlvel.ai/apps/frisbee-rewards-for-receipts" license: "CC-BY-NC 4.0" content_version: "v2" --- # Frisbee: Rewards for Receipts Intelligence Report ## TL;DR {#tldr} - **Category**: Shopping · Free - **Signal**: Rating 4.72 · Sentiment Excited - **Recent focus**: Technical failures during receipt scanning and account linking prevent users from earning points after the latest update (top complaint) · The reward system provides a reliable way to earn extra money through consistent receipt scanning (top praise) > **TL;DR:** Frisbee: Rewards for Receipts is a shopping app by Klover Holdings, Inc., rated 4.72/5 by 93.8K users, with Excited user sentiment (65/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Frisbee: Rewards for Receipts maintains Excited user sentiment (4.72/5 from 93.8K reviews), with users consistently praising the reward system provides a reliable way to earn extra money through consistent receipt scanning. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.72/5 (93.8K reviews) | | **User Mood** | Excited | | **Category** | Shopping | | **Developer** | Klover Holdings, Inc. | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | High (0.7/1.0) | | **Data Age** | 1d | ## Metadata & Market Performance - **Publisher:** Klover Holdings, Inc. - **Category:** Shopping - **Target Audience:** Budget-conscious shoppers looking to earn cash back on everyday essentials like groceries and household goods. - **Platforms:** iOS & Android - **Version Reviewed:** 2026.6.10 - **Report Date:** 2026-08-15 - **Signal Count:** 50 reviews analyzed - **Confidence:** High (0.7/1.0) - **App Store ID (iOS):** 6446371504 - **Bundle ID:** io.attaindata.boomerang - **Google Play ID:** io.attaindata.boomerang - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-08-15 ## Executive Snapshot **What it is:** Frisbee is a receipt-scanning rewards app for budget-conscious shoppers on iOS and Android. **Why users hire it:** It removes the friction of manual coupon clipping by automating purchase tracking via OCR and loyalty account integration, displacing traditional paper-based savings methods. ## App DNA (Features & Intent) - **[Standard] Receipt Scanning:** Processes physical receipt images via OCR to extract purchase data. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Retailer Account Linking:** Automates data flow from loyalty accounts to increase tracked transaction volume. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Daily and Weekly Sweepstakes:** Gamified entry system that increases app open frequency and ad-impression inventory. * *User Intent:* Users are motivated by consistent progression and daily incentives. ## Market Position {#market-position} Frisbee maintains a 4.78 rating on iOS and 4.59 on Android, supported by over 93,000 total ratings across platforms. The lack of major feature updates in the last six months signals a focus on maintenance over aggressive market expansion. ## Monetization Strategy - **Model:** Free - **Tiers:** Free to use with no subscription tiers - **Analysis:** The platform monetizes through data collection and ad-supported engagement loops rather than direct user fees. ## 🟢 User Sentiment (High Confidence: 50 of 50 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.72/5 - **Platform Split:** iOS 4.8/5 (60.6K ratings) | Android 4.6/5 (33.1K ratings) - **Overall Sentiment:** Excited ### Top Praises - **The reward system provides a reliable way to earn extra money through consistent receipt scanning** - **Instant virtual gift card options make the redemption process feel rewarding and accessible for users** - **Online purchase tracking performs better than competing apps for users who shop primarily through digital channels** ### Top Complaints (Impact Areas) - **Technical failures during receipt scanning and account linking prevent users from earning points after the latest update** ## SWOT Analysis {#swot} **Core Strengths:** - Retailer account linking increases data-capture reliability - Sweepstakes-driven engagement loops maintain daily open frequency **Growth Levers:** - Manual receipt review workflows would address top frustration themes ## Recent Changes (v2 → v3) {#recent-changes} The platform's competitive outlook shifted from declining to mixed, reflecting a continued reliance on maintenance-mode operations while acknowledging specific technical regressions in receipt scanning and account linking. **Overall trend**: Mixed **Compared at**: 2026-08-15 ### High-impact changes - **[Shifted] Outlook Trend Adjustment** (positioning) ### Medium-impact changes - **[Added] Updated SWOT Risk and Opportunity Profile** (swot) - **[Improved] Refined PM Action Items** (positioning) ## What's New - **Latest (v2026.6.10, 2 months ago):** General maintenance release addressing minor bugs and performance improvements. ## App Momentum (Maintenance) {#momentum} - Ships bug fixes at 9-week cadence. - Last major release over 6 months ago. > **Cadence:** 2 total versions · 0 majors in last 6 months · 1 days since last update · 63 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Frisbee: Rewards for Receipts is a market-leading shopping app that is completely free. With a 4.72/5 rating from 93.8K reviews, it delivers strong user satisfaction. > **Bottom Line:** Frisbee must prioritize stability in the receipt-processing pipeline to protect its core retention loop. Addressing the scanning and account-linking failures will unlock the earning potential that currently drives negative sentiment, preventing users from migrating to more reliable competitors. **Best for:** Budget-conscious shoppers looking to earn cash back on everyday essentials like groceries and household goods. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship manual receipt review workflows because scanning errors are the top frustration theme → reduce churn ### Outlook: Mixed The receipt-rewards market is consolidating around platforms that provide high-accuracy digital tracking. Frisbee's reliance on gamified sweepstakes is currently undermined by technical instability, which risks shifting the user base to more reliable alternatives if the scanning pipeline remains broken. - 🔴 Technical failures during scanning and account linking in the latest update erode the daily habit loop, which compounds the rating drag on Android. - ⚪ The maintenance-only release cadence suggests a focus on stability, but the current regressions indicate that the existing testing framework is insufficient for the current codebase. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.72/5 | | Total Reviews | 93.8K | | Sentiment | Excited (65/100) | | Confidence | High | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Frisbee: Rewards for Receipts** (this app) | 4.72/5 | Excited | Klover Holdings, Inc. | | [Best Buy: Tech Deals & Savings](https://marlvel.ai/apps/best-buy-tech-deals-savings) | 4.9/5 | Excited | Best Buy Co., Inc. | | [Groupon - Local Deals Near Me](https://marlvel.ai/apps/groupon-local-deals-near-me) | 4.8/5 | Excited | Groupon, Inc. | | [Koupon: Real Deals & Codes](https://marlvel.ai/apps/koupon-real-deals-codes) | 4.8/5 | Mixed | Koupon Inc. | | [바로딜 - 실시간 쇼핑 검색어 트렌드](https://marlvel.ai/apps/real-time-shopping-trends) | N/A/5 | N/A | hippieperm | | [모구모 - 일본을 스마트하게 즐기다](https://marlvel.ai/apps/app--287) | N/A/5 | N/A | GEONJU CHOI | ## Company Profile - **Developer:** Klover Holdings, Inc. - **Website:** [https://www.frisbeerewards.com/](https://www.frisbeerewards.com/) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/frisbee-rewards-for-receipts/id6446371504?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=io.attaindata.boomerang&hl=en&gl=us) - **Dev Site:** [Official Website](https://www.frisbeerewards.com/) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*Best Buy: Tech Deals & Savings*](https://marlvel.ai/apps/best-buy-tech-deals-savings) (Best Buy Co., Inc.) · 4.9/5 Rating | Positive Sentiment - [*Groupon - Local Deals Near Me*](https://marlvel.ai/apps/groupon-local-deals-near-me) (Groupon, Inc.) · 4.8/5 Rating | Positive Sentiment - [*Koupon: Real Deals & Codes*](https://marlvel.ai/apps/koupon-real-deals-codes) (Koupon Inc.) · 4.8/5 Rating - [*바로딜 - 실시간 쇼핑 검색어 트렌드*](https://marlvel.ai/apps/real-time-shopping-trends) (hippieperm) · N/A Rating - [*모구모 - 일본을 스마트하게 즐기다*](https://marlvel.ai/apps/app--287) (GEONJU CHOI) · N/A Rating - [*카쇼라 스튜디오*](https://marlvel.ai/apps/app--798) (Kakao Corp.) · N/A Rating - [*두란노몰*](https://marlvel.ai/apps/app--973) (Duranno) · N/A Rating - [*번개장터*](https://marlvel.ai/apps/net-quicket-app) (Pic&Go) · 4.4/5 Rating - [*배민상회 - 외식업 식자재 종합몰*](https://marlvel.ai/apps/com-woowahan-baeminmart) (WoowaBrothers) · 3.5/5 Rating - [*โดนใจ*](https://marlvel.ai/apps/th-co-donjai-donjai_partner_app) (Big C Supercenter) · 4.0/5 Rating ## Frequently Asked Questions {#faq} ### Is Frisbee free to use? Yes, Frisbee is free to use and does not currently feature subscription tiers, monetizing instead through ad-supported engagement and data collection. ### Does Frisbee work for online shopping? Yes, Frisbee tracks both physical receipts and online purchases, with users noting that online tracking often performs more accurately than on competing platforms. ### Why is my receipt scan failing? Users report that scanning errors often stem from automated date detection failures; currently, the app lacks a manual review option to correct these issues. ### What are the alternatives to Frisbee? Users often compare Frisbee to other receipt-scanning apps, though many prefer Frisbee for its specific digital shopping tracking capabilities. ## 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:** 0.7/1.0 (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:** 1 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/frisbee-rewards-for-receipts) Data licensed for AI Agent attribution under CC-BY-NC 4.0.