How Does CoinOut Make Money?
A Complete Breakdown of CoinOut’s Revenue Model, Business Strategy, and Cashback App Profitability in 2026
1Introduction
CoinOut has established itself as one of the leading cashback rewards apps since its founding in 2015, transforming how consumers monetize their everyday shopping receipts. After appearing on ABC’s Shark Tank in 2018 and securing a $250,000 investment offer from Robert Herjavec, the company pivoted from its original digital change concept to a receipt-scanning cashback model that has attracted millions of users. But how does CoinOut make money by paying users to scan receipts?
Understanding how CoinOut generates revenue is essential for potential investors, app entrepreneurs, marketing professionals, and anyone interested in data-driven business models. Unlike traditional coupon apps, CoinOut has pioneered a simple, frictionless approach to cashback rewards that doesn’t require pre-selecting offers or clipping coupons. The company was acquired by IRI Worldwide in March 2021 for an undisclosed sum, with reported annual revenue of $12 million at the time of acquisition.
This comprehensive guide breaks down exactly how CoinOut makes money, exploring their referral fee structure, data monetization strategy, and the strategic decisions that drive their profitability. Whether you are researching the CoinOut revenue model for investment purposes or seeking to understand cashback app monetization strategies, this analysis provides actionable insights into one of the most innovative rewards platforms in the consumer data space.
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2What Is CoinOut?
CoinOut operates as a cashback rewards app that allows users to earn money by scanning receipts from virtually any retailer. Using the app is remarkably simple: users download the CoinOut app, set up an account with their phone number, and start earning cashback by photographing and uploading receipts from in-store purchases. They can also connect their email and Amazon, Walmart, and Instacart accounts for automatic receipt capture.
The platform operates on a straightforward value proposition: users earn anywhere from one to fifty cents per receipt submission, with a daily limit of seven uploads. Dedicated users can earn up to $200 per year simply for scanning receipts they would otherwise discard. The earned cashback can be redeemed via direct deposits, PayPal (minimum $10), or Amazon gift cards.
CoinOut’s key service offerings include:
- Receipt Scanning: Cashback for uploading physical receipts from any retailer
- Online Shopping: Automatic receipt capture from connected email and retail accounts
- Direct Shopping: Cashback for shopping directly through the CoinOut app at partner retailers
- Sweepstakes: Prize opportunities for buying specific products
- Newsletter Rewards: Additional earnings for subscribing to promotional emails
3How Does CoinOut Make Money?
CoinOut’s revenue model is built on two primary streams: referral fees from retail partners and sales of aggregated, anonymized consumer data. The company acts as a data intermediary between consumers and businesses, facilitating valuable shopping insights while rewarding users for their participation. This asset-light approach allows CoinOut to generate revenue without inventory, logistics, or physical infrastructure.
AReferral Fees from Retail Partners (Primary Revenue)
The bulk of CoinOut’s revenue comes from referral fees paid by retail partners and brands:
Referral Fee Structure
| Revenue Component | Description | Source |
|---|---|---|
| Partner Referral Fees | Commission for driving customer purchases | Retail Partners & Brands |
| Affiliate Commissions | Percentage of sale value from app purchases | Online Retailers |
| Promotional Fees | Premium placement for featured offers | Brand Partners |
Revenue Mechanics: Retail partners compensate CoinOut for attracting customers and influencing their shopping behavior. When users scan receipts showing purchases from partner retailers, CoinOut earns a referral fee. These partners essentially pay CoinOut for driving foot traffic and sales that might otherwise go to competitors. The goal is to get consumers accustomed to specific products and retailers so they return without needing cashback incentives.
Referral fees vary by industry and retailer. Low-margin sectors like groceries typically yield lower fees than high-margin categories such as fashion or electronics. Major partners include eBay, Nike, Walmart, and numerous other national retailers.
BData Monetization and Sales (Secondary Revenue)
CoinOut generates significant revenue by selling aggregated, anonymized shopping data:
Consumer Data Platform
In October 2020, CoinOut unveiled a platform giving partners access to real-time purchase data from brick-and-mortar and online transactions. By that point, the app had already facilitated over 100 million transactions. Live purchase data is traditionally difficult to obtain but holds immense value for various industries. Banks utilize the data to inform investment and loan decisions, while retailers use it to assess expansion opportunities and market trends. Crucially, all data sold is aggregated and anonymized, containing no personally identifiable information to protect member privacy.
CIRI Worldwide Integration Revenue
Since the March 2021 acquisition by IRI Worldwide, a leading market research firm founded in 1979, CoinOut has become part of a larger data and analytics ecosystem:
Omnichannel Data Services
As part of IRI, CoinOut now contributes to comprehensive omnichannel consumer insights that IRI sells to major retailers and consumer goods companies. IRI partners include 7-Eleven, CVS, Speedway, Kroger, and other major chains. The integration allows CoinOut’s receipt data to be combined with IRI’s existing data assets, creating more valuable analytics products for clients. This corporate integration likely provides steady revenue through internal data service agreements.
DEngagement and Gamification Revenue
CoinOut employs gamification techniques to increase user engagement, which indirectly drives revenue:
- VIP Badges: Users earn benefits like unlimited uploads or increased rewards for meeting receipt upload thresholds
- Sweepstakes Partnerships: Brands pay CoinOut to run prize giveaways that drive specific product purchases
- Newsletter Subscriptions: Partners pay for access to engaged users through promotional email campaigns
- In-App Shopping: Higher commissions when users shop directly through CoinOut rather than just scanning external receipts
EHistorical Revenue Streams (Discontinued)
CoinOut’s original business model included merchant fees that have since been discontinued:
Original POS Integration Model (2015-2017)
Initially, CoinOut charged merchants $9.99 per month to accept CoinOut transactions and save customers’ change from cash payments digitally. This model required significant merchant adoption and POS integration but proved difficult to scale. The company pivoted away from this B2B approach to the current B2C receipt-scanning model after the Shark Tank appearance in 2017-2018.
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4Detailed Revenue Model Breakdown
ABusiness Model Mechanics
CoinOut operates on a data marketplace flywheel model where user participation drives data value, which attracts more retail partners, which provides more earning opportunities for users. The company’s digital platform processes millions of receipt uploads monthly, extracting valuable purchase pattern insights.
The platform serves multiple customer segments:
| Segment | Value Proposition | Revenue Contribution |
|---|---|---|
| Casual Users | Easy cashback for everyday shopping | Data volume and diversity |
| Power Users | Maximized earnings through engagement | High-quality behavioral data |
| Online Shoppers | Automatic receipt capture | Affiliate commission revenue |
| Retail Partners | Customer acquisition and insights | Referral fees and data sales |
| Data Clients | Market research and trend analysis | Aggregated data licensing |
BPricing Model Evolution
CoinOut’s pricing strategy has evolved significantly since inception. The original model attempted to charge merchants monthly fees plus transaction percentages, similar to traditional payment processors. However, after the Shark Tank appearance and Mark Cuban’s feedback about focusing on user data rather than POS hardware, the company pivoted to the current consumer-centric model.
CScaling Profits
CoinOut’s asset-light model enables remarkable scalability. Without physical inventory, logistics networks, or customer service infrastructure for order fulfillment, incremental users add data value without proportional cost increases. At acquisition in 2021, the company reported 1.5 million members and over 3 million receipts scanned monthly.
5How to Make Money With CoinOut
While CoinOut the company makes money through data and referrals, individuals can leverage the platform for personal earnings:
AReceipt Scanning for Cashback
The primary way users earn is by scanning receipts:
- Daily Uploads: Up to 7 receipts per day, earning 1-50 cents each
- Annual Earnings: Up to $200 per year for dedicated users
- Any Retailer: Works with virtually any store, unlike coupon apps with limited partnerships
- Quick Processing: Rewards credited within two weeks of submission
Users can maximize earnings by consistently scanning all receipts and connecting online accounts for automatic capture.
BOnline Shopping Through CoinOut
Higher earnings potential through the app’s shopping portal:
- Direct Partnerships: Shop eBay, Nike, Walmart, and other major retailers through the app
- Higher Cashback Rates: Typically earn more than receipt scanning alone
- Automatic Tracking: Purchases tracked automatically when shopping through app links
CSweepstakes and Bonus Opportunities
Additional earning methods:
- Product-Specific Sweepstakes: Buy featured products for chance to win prizes
- Newsletter Rewards: Earn cashback for subscribing to partner promotional emails
- VIP Status: Unlock unlimited uploads and boosted rewards through consistent usage
DReferral Program
While not prominently featured, users may be able to earn bonuses by referring friends to the platform, expanding CoinOut’s user base organically.
6Is CoinOut Profitable?
Yes, CoinOut operated a profitable business model prior to acquisition and continues to generate value as part of IRI Worldwide. At the time of the March 2021 acquisition, the company reported $12 million in annual revenue. The asset-light nature of the business, combined with high-margin data sales, suggests sustainable profitability.
ARevenue Insights
CoinOut’s revenue model demonstrates strong unit economics:
| Metric | Indicator | Business Impact |
|---|---|---|
| Revenue Per User | Data value exceeds cashback payouts | Positive unit economics |
| Customer Acquisition Cost | Low (viral growth, Shark Tank exposure) | Efficient scaling |
| Lifetime Value | High (ongoing data contribution) | Sustainable revenue streams |
| Data Margins | High margin on aggregated data sales | Profitable core business |
The company’s acquisition by IRI Worldwide for an undisclosed sum validates the business model’s profitability and strategic value in the consumer data market.
BGrowth Potential
As part of IRI Worldwide, CoinOut benefits from corporate resources and integration opportunities:
- IRI Integration: Access to enterprise clients and expanded data capabilities
- Technology Enhancement: Improved receipt scanning and data extraction technology
- Partner Expansion: More retail partners through IRI’s existing relationships
- Geographic Expansion: Potential international growth leveraging IRI’s global presence
7Pros and Cons of the Business Model
Advantages
- Asset-light model with no inventory or logistics costs
- High-margin data sales complement referral fees
- Viral growth potential through simple user experience
- Recurring revenue from engaged user base
- Competitive differentiation through simplicity
- Valuable acquisition target (proven by IRI deal)
Challenges
- Dependence on retail partner relationships
- Intense competition from Ibotta, Fetch Rewards, Rakuten
- Privacy concerns and regulatory scrutiny on data sales
- Low individual user earnings may limit engagement
- Reliance on continued user receipt scanning behavior
- Data quality dependent on user upload consistency
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8Frequently Asked Questions
CoinOut makes money through two primary channels: referral fees from retail partners who pay for customer acquisition and purchase influence, and sales of aggregated, anonymized shopping data to market research firms and businesses. The value of this data and referral traffic exceeds the cashback amounts paid to users, creating a profitable margin. Additionally, when users shop directly through the CoinOut app, the company earns affiliate commissions from retailers.
Yes, CoinOut remains operational as of 2026. The company was acquired by IRI Worldwide in March 2021 and continues to operate as part of the IRI ecosystem. The app is still available for download on both iOS and Android platforms, maintaining a 4.7-star rating on the App Store and 4.3-star rating on Google Play. Founder Jeff Witten stepped down as CEO in April 2022, but the platform continues under IRI’s ownership.
Realistic earnings with CoinOut vary based on usage patterns. The platform allows up to 7 receipt uploads per day, with each receipt earning between 1-50 cents. Dedicated users who consistently scan all receipts and utilize online shopping features can earn up to $200 per year. Casual users scanning occasional receipts might earn $20-50 annually. The key to maximizing earnings is consistent daily usage and connecting online accounts for automatic receipt capture.
Although Jeff Witten accepted Robert Herjavec’s offer of $250,000 for 15% equity on Shark Tank Season 9, the deal ultimately fell through after the show. However, this turned out favorably for CoinOut. The publicity from the appearance helped drive user growth, and the company was later acquired by IRI Worldwide in March 2021. Witten has stated that the deal falling through was “lucky for us, in retrospect, since it would have been terrible from a valuation perspective.”
Yes, CoinOut is a legitimate and safe platform. The company was founded by a Columbia University graduate, appeared on Shark Tank, and was acquired by IRI Worldwide, a reputable market research firm founded in 1979. The app has millions of downloads and generally positive reviews. Importantly, CoinOut only sells aggregated, anonymized data that contains no personally identifiable information, protecting user privacy while monetizing shopping trends.
CoinOut differentiates itself through extreme simplicity. Unlike Ibotta, which requires pre-selecting offers and verifying purchases, or Fetch Rewards, which focuses on specific brands, CoinOut accepts receipts from virtually any retailer without pre-selection or brand restrictions. Users simply scan receipts and earn cashback. This frictionless approach reduces barriers to entry but may result in lower per-receipt earnings compared to more complex apps. CoinOut also emphasizes data monetization more transparently, with founder Jeff Witten stating “if the product is free, you are the product” and advocating that members be paid real cash for their information.
9Final Thoughts
Understanding how CoinOut makes money reveals a sophisticated approach to the consumer data economy. By transparently paying users for their shopping data and monetizing through referral fees and aggregated insights, CoinOut has built a sustainable business model that delivers value to all stakeholders. The CoinOut revenue model demonstrates the power of data marketplaces when combined with consumer-friendly incentives and operational simplicity.
For entrepreneurs, CoinOut’s journey offers valuable lessons: be willing to pivot when data shows your original model isn’t working, focus on removing friction for user adoption, and build transparent value exchanges where users understand and consent to data monetization. The company’s evolution from a POS-integrated change-saving app to a receipt-scanning data platform shows the importance of listening to market feedback and adapting quickly.
For consumers, CoinOut offers a legitimate way to monetize otherwise worthless receipts, though earnings are modest. The platform’s continued operation under IRI Worldwide ownership suggests stability and ongoing investment in the product. As data privacy regulations evolve and consumer awareness of data value increases, CoinOut’s transparent “pay for data” approach may become a model for the industry.
As CoinOut continues operating within the IRI ecosystem, its core principle remains unchanged: CoinOut makes money by transforming everyday shopping receipts into valuable market insights, sharing a portion of that value with users through cashback rewards while building a sustainable data-driven business.
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Explore Business Models GuidesSSources
- ProductMint – How Does CoinOut Make Money
- Clover Blog – CoinOut CEO Jeffrey Witten Shark Tank Interview
- Columbia Magazine – An App That Actually Pays You for Your Data
- Shark Tank Blog – CoinOut Update
- SlashGear – What Happened To The CoinOut App From Shark Tank
- Medium – Coin Out, Acquired by Jeffrey Witten
- Crunchbase – Coin Out Company Profile