Shopify Cart attribution models apps 2026

ENGYIN Abandoned Cart Recovery

8.2

3 Reviews

Turn Your Visitors with Carts to Customers with Draft Orders Show more

ENGYIN Abandoned Cart Recovery is a cutting-edge application designed to minimize cart abandonment by leveraging advanced machine learning techniques. It excels in identifying distinct visitor segments and providing vendors with critical insights, enabling them to execute more effective, targeted campaigns. These campaigns aim to boost conversions, increase the average basket value, and most importantly, reduce abandonment rates compared to other SaaS tools. The app’s proprietary algorithm allows for comprehensive customer and psychographic segmentation by analyzing diverse demographic and behavioral signals. Quick to implement, ENGYIN enables vendors to start tracking and targeting abandoned carts within minutes. Additionally, it features a basket pop-up for negotiation, empowering customers to request discounts directly, enhancing their shopping experience. ENGYIN also offers tools to create cart attribution models, further aiding in understanding and optimizing customer interactions for business growth.

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Targeted campaigns

Machine learning insights

Cart email recovery

Basket negotiation popup

Customer segmentation analysis

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Lensia: AI Models / AI Photos

$15-$115 / Month

8.2

12 Reviews

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Create stunning product photos with AI models effortlessly in Shopify.

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Weberlo for Attribution

(3/5)

2 Reviews

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Marketing attribution using cookieless server-side tracking Show more

Weberlo for Attribution is an innovative app tailored for Shopify merchants seeking accurate marketing attribution, especially amid the challenges presented by iOS tracking limitations. By employing cookieless server-side tracking, the app offers a precise view of how various marketing channels contribute to sales, ensuring merchants have the clarity needed to optimize their advertising budgets effectively. This data-driven approach empowers businesses to focus on the most impactful channels, enhancing their return on ad spend (ROAS). Weberlo provides comprehensive insights into the entire customer journey, matching sales data with traffic sources, from the first visit to the final purchase. Additionally, it features real-time ad optimization and highlights key sources of organic traffic, fueling growth and strategic decision-making for Shopify merchants.

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Accurate ad tracking

Customer journey insights

Cookieless tracking

Real-time ad optimization

Organic traffic analysis

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ATB: Attribution Reports

$19-$199 / Month

7.9

8 Reviews

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Multi-touch attribution and affiliate tracking for your store Show more

Attribution Connector is a sophisticated analytics application designed to help businesses accurately track and analyze the sources of their marketing impacts across various channels. By seamlessly integrating with existing marketing platforms and tools, it provides enhanced visibility into which campaigns and channels are driving conversions and generating the most value. The app offers real-time insights and detailed reports, enabling marketers to make data-driven decisions to optimize their strategies and budget allocations effectively. With user-friendly dashboards and customizable metrics, Attribution Connector simplifies the complex process of multi-channel attribution, ensuring that all touchpoints in the customer journey are accounted for. Businesses can leverage this app to improve ROI, enhance customer engagement, and ultimately accelerate growth. Ideal for marketing teams of all sizes, it brings clarity to digital marketing efforts with precision and ease.

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Real-time analytics

Conversion tracking

Customizable reports

Multi-touch attribution

Affiliate tracking

Sales funnel insights

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Lifesight: Attribution & MMM

8.2

3 Reviews

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Incrementality-powered attribution for eCommerce businesses. Show more

Lifesight: Attribution & MMM is a cutting-edge marketing measurement platform tailored for Shopify businesses aiming to optimize decision-making processes. By harnessing the power of AI-driven tools, Lifesight provides a comprehensive analysis using marketing mix modeling, incrementality testing, and causal inference, ensuring a deeper understanding of marketing impact. The platform delivers granular channel-level insights that refine attribution processes, thereby enhancing budget allocation for maximum cross-channel ROI. With AI-powered recommendations, businesses can fine-tune their strategies to meet core KPIs efficiently. Lifesight removes guesswork from media planning, enabling users to craft optimal marketing scenarios. Ultimately, it empowers businesses to unveil the genuine effect of their marketing strategies on business outcomes and achieve data-driven success.

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Ai-powered recommendations

Incrementality-powered attribution

Granular channel-level insights

Optimize ad budget

Remove media planning guesswork

Causal inference analysis

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NestAds Marketing Attribution

$129.99 / Month

8

23 Reviews

Unlock Deals 30% off

Ads tracking, marketing attribution to allocate budget smartly Show more

NestAds Attribution & Tracking is a powerful tool designed to provide a clear and comprehensive overview of how various marketing channels, such as paid advertising, social media, and search engines, contribute to sales. By utilizing server-side tracking pixels, it effectively overcomes tracking challenges posed by iOS 14 restrictions, ad blockers, and cookie limitations. The app enables businesses to explore customer journeys through different attribution models, aiding in more strategic budget allocation. Users can analyze the performance of individual ad creatives, helping to identify and develop successful strategies. NestAds features a one-time setup process and offers dedicated support to assist users throughout their experience. Additionally, it consolidates all marketing data into a visual, user-friendly dashboard, providing advanced insights into customer behavior and creative performance.

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Cross-channel tracking

Multi-touch attribution

First-party data collection

Ios 14+ bypass

Server-side pixel

Creative performance analysis

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AI Attribution Analytics by MD

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AI-powered tool for accurate revenue attribution to optimize marketing investment.

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BlackBox Attribution

$29 / Month

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"Track and analyze customer journeys with multi-touch attribution models."

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Picjam: AI Fashion Models

$29-$599 / Month

8.2

9 Reviews

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Create realistic fashion visuals with AI models, no photoshoot needed.

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AI Models & Product Photos: ST

9.1

24 Reviews

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"Create realistic apparel visuals with AI models, enhancing customer engagement." Show more

AI Models & Product Photos: ST revolutionizes the way you present your apparel by utilizing AI-generated models to showcase your products, eliminating the need for expensive photoshoots. This innovative app seamlessly connects with your product feed, allowing you to create and update realistic, on-brand images with just a few clicks. By turning simple product photos into captivating visuals, you enhance customer engagement, reduce return rates, and ultimately drive more sales. The app offers a variety of model options, allowing you to choose from diverse body types, skin tones, and fashion styles that best represent your brand. With instant try-on previews, customers can see how your apparel looks in real-time, providing an exceptional shopping experience. AI Models & Product Photos: ST is the ultimate tool for modern retailers aiming to elevate their online storefronts while saving on traditional photoshoot costs.

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Ai-generated models

Product feed sync

Diverse model options

Save on photoshoots

Instant try-on previews

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Fitz : Bulk AI Models & Try‑On

$19.99 / Month

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"Instant AI fashion photography: Try-ons, HD models, save time and resources."

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KNO Post Purchase Surveys

$19-$299 / Month

7.9

86 Reviews

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Surveys for attribution, customer insights, and feedback. Show more

KNO Post Purchase Surveys is a user-friendly app designed to help businesses gain valuable insights from their customers through post-purchase surveys. It offers an array of features, including targeted audiences, pre-built templates, and benchmarking, along with advanced attribution models to assess the revenue impact from various channels, demographics, and shopping motives. By leveraging zero-party data, the app enables businesses to delve into customer motivations and foster deeper engagement through insightful survey actions. With multi-question and attribution surveys, KNO provides comprehensive feedback that is pivotal for making informed marketing decisions and driving business growth. The platform supports a quick setup with over 30 complete survey templates and a range of pre-built questions, while logic flows facilitate detailed analysis and actions to enhance customer engagement. Moreover, KNO's integration capabilities with top platforms and data dispersion via REST API ensure seamless functionality and robust data analysis.

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Pre-built templates

Platform integration

Zero-party data

Customer segments

Advanced attribution

Multi-question surveys

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WorkMagic Attribution

8.2

4 Reviews

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Your marketing platform for incremental growth Show more

WorkMagic AI Attribution is a cutting-edge app designed to revolutionize the way you handle your marketing strategies by providing a personal team of AI marketers and creatives. This suite of AI tools is crafted to enhance your productivity by efficiently planning and executing marketing campaigns, generating creative content, analyzing critical data, and offering actionable insights to boost your revenue streams. With its custom incrementality-adjusted attribution model, WorkMagic allows you to fine-tune your marketing efforts and understand your performance more comprehensively. The app also delivers AI-powered insights into your creative assets, customer behaviors, and product efficacy. Automate and streamline your campaign scheduling and publishing on a single platform, freeing up time for more strategic decisions. The AI Content Generator within WorkMagic effortlessly produces high-quality images and copy tailored for your marketing channels, while the AI Copilot is always ready to assist you with any marketing queries, ensuring you stay ahead in the competitive market landscape.

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Campaign automation

Ai marketing assistant

Custom attribution model

Creative insights

Content generator

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LoudHippo Post Purchase Survey

$19-$99 / Month

8.2

4 Reviews

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Accurate attribution for Facebook, Insta, TikTok & Influencers Show more

LoudHippo Post Purchase Survey is a powerful tool designed to enhance marketing attribution by offering deeper insights into where each order originates. Traditional pixel tracking only provides a partial view, often missing out on key attribution data. This app bridges that gap by leveraging post-purchase surveys directly from customers, offering more reliable data. Users can confidently allocate marketing resources to channels like TikTok, Facebook, Instagram, and influencer marketing, which are typically hard to track. The app features customizable surveys that can be easily deployed with a single click on the order status page, ensuring high response rates. Furthermore, it allows users to analyze survey responses in conjunction with order values, helping to identify the most lucrative marketing channels. Integration with platforms such as Shopify, Klaviyo, and Google Analytics makes it easy to use collected data in various marketing strategies and workflows.

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Data integration

Post-purchase survey

Attribution analytics

Custom survey questions

High response rates

Order value analysis

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Fueled Attribution Suite

$17-$349 / Month

7.4

27 Reviews

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Accurate conversion - GA4, Google Ads, Facebook CAPI & Segment Show more

Fueled Attribution Suite is a cutting-edge analytics platform designed to provide deep insights into marketing campaign performance. This robust app leverages advanced attribution models to track and quantify the impact of various marketing channels, allowing businesses to understand the true drivers behind customer actions and conversions. With its intuitive interface, users can easily visualize complex data through customizable dashboards and reports that cater to both high-level and detailed analysis needs. Fueled Attribution Suite also offers seamless integration with popular ad platforms and analytics tools, ensuring a smooth data flow across different marketing ecosystems. Designed for marketers looking to optimize their strategies, this app enables precise allocation of resources and maximizes return on investment. Whether you're managing small-scale campaigns or handling enterprise-level marketing, Fueled Attribution Suite offers the flexibility and power to elevate your marketing efforts.

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Conversion tracking

Google analytics integration

Google ads integration

1st-party attribution

Facebook capi support

Segment integration

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InCharge Ad Tracking & AI

$29-$249 / Month

8.2

4 Reviews

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Multi-Channel AI Ad Tracking & Attribution | Profit & LTV Show more

InCharge Ad Tracking & AI is a cutting-edge app designed to empower e-commerce businesses striving to excel in the post-iOS14 landscape. By leveraging accurate first-party data, InCharge provides store owners with enhanced insights into advertising performance and sales trends. With its advanced tracking capabilities, the app offers a clearer view of customer journeys and reliable attribution metrics, surpassing the accuracy of standard ad platforms. It unifies customer touchpoints across various platforms, enabling businesses to drive impactful customer interactions. The app's Creative Analytics feature quickly aggregates and analyzes thousands of ads, helping businesses spot trends and optimize their marketing strategies. Cross-Platform Insights consolidate data into a comprehensive view, enhancing campaign management. Additionally, the Conversion API supports server-side tracking, ensuring seamless data integration with ad platforms for improved scalability and ad attribution.

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Conversion api

First-party data

Customer journey

Advanced tracking

Creative analytics

Cross-platform insights

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ThoughtMetric Analytics

$99-$399 / Month

8

12 Reviews

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Marketing attribution for your e-commerce business Show more

ThoughtMetric is a powerful analytics tool designed to unify all your marketing efforts by integrating seamlessly with various marketing platforms. It provides a comprehensive view of which marketing channels are driving true conversions, eliminating the confusion of siloed data and multiple channels claiming credit for the same results. By employing sophisticated pixel tracking data alongside insightful customer surveys, ThoughtMetric accurately identifies the actual source of each conversion. This enables businesses to gain a clear understanding of their marketing ROI across all digital channels. With ThoughtMetric, marketers can optimize their ad spending, enhancing overall efficiency and boosting ROI. Additionally, the app aids in conducting post-purchase surveys to track how customers discover your brand, offering a deeper understanding of the customer journey.

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Post-purchase surveys

Customer surveys

Optimize ad spend

Increase roi

Integrates marketing platforms

Identify working channels

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Easy Post Purchase Surveys

$9-$499 / Month

8.2

1 Reviews

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Grow ROAS Without Guessing: Attribution, CRO, personalization Show more

Easy Post Purchase Surveys is a powerful tool designed to help businesses enhance their customer relationships and maximize profitability by collecting zero-party data directly from their customers. This app allows you to gather valuable insights on customer experiences and preferences, particularly important in the wake of iOS14 changes. By enabling customers to share how they discovered your brand, Easy Post Purchase Surveys helps you accurately calculate Return on Ad Spend (ROAS) and optimize future marketing investments. The app features customer-driven attribution and multi-question flows, making it highly effective in capturing detailed customer feedback. With its user-friendly interface, you can get started in seconds, allowing you to quickly integrate surveys into your post-purchase process. Perfect for businesses seeking data-driven decision-making, Easy Post Purchase Surveys empowers you to boost both customer satisfaction and profitability.

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Quick setup

Customer driven attribution

Multi-question flows

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PostSurvey

$39 / Month

8.2

1 Reviews

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Marketing attribution data with post-purchase surveys Show more

PostSurvey is a powerful tool designed to help businesses identify which marketing channels are most effective in attracting new customers. By integrating a simple survey on the Thank You page of your business, PostSurvey enables you to directly ask customers how they found you, providing invaluable insights into your marketing performance. This app is particularly beneficial for businesses utilizing various marketing channels such as Instagram, TikTok, Google Adwords, SEO, and TV ads, as it helps pinpoint which platforms actually drive conversions. Most customers respond to the survey, ensuring you gather a significant amount of data. With an intuitive dashboard, PostSurvey allows you to easily analyze this information, empowering you to optimize your marketing strategies by focusing on the channels that yield the best results. Ultimately, PostSurvey simplifies data collection and analysis, so you can make informed decisions and efficiently allocate your marketing budget.

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Create surveys quickly

Thank you page collection

Analyze answers easily

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Wellspring Attribution

$149-$499 / Month

8.2

7 Reviews

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Unbiased Revenue Attribution Show more

Wellspring Attribution is an innovative app designed to enhance your data-driven marketing strategies by providing reliable and accurate revenue attribution. Unlike traditional ad platforms, Wellspring empowers customers to attribute their purchases through post-purchase surveys, ensuring that insights are based on real customer feedback rather than potentially biased algorithms. Featuring a user-friendly and customizable dashboard, the app delivers zero-party data that aids in making informed decisions about ad spend allocation and customer acquisition. Easily build post-purchase surveys that reflect your store's unique marketing touchpoints and gain clarity with Wellspring's best-touch attribution model. With the ability to directly compare Wellspring's results with in-platform Return on Ad Spend (ROAS), you'll receive an accurate account of view-through conversions. Wellspring ensures that your advertising assessments are as precise and customer-focused as possible, optimizing the efficiency of your marketing efforts.

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Post-purchase surveys

Customizable dashboard

Best-touch attribution

Roas comparison

View-through conversions

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Shopify Cart attribution models apps

Related Categories

Price

Based on reviews

Showing 1 to 20 of 1 Apps

ENGYIN Abandoned Cart Recovery

Lensia: AI Models / AI Photos

Weberlo for Attribution

ATB: Attribution Reports

Lifesight: Attribution & MMM

NestAds Marketing Attribution

AI Attribution Analytics by MD

BlackBox Attribution

Picjam: AI Fashion Models

AI Models & Product Photos: ST

Fitz : Bulk AI Models & Try‑On

KNO Post Purchase Surveys

WorkMagic Attribution

LoudHippo Post Purchase Survey

Fueled Attribution Suite

InCharge Ad Tracking & AI

ThoughtMetric Analytics

Easy Post Purchase Surveys

PostSurvey

Wellspring Attribution