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Historical analysis Shopify Apps

Discover the best Historical analysis apps for your Shopify store in 2026. Compare features, pricing, and reviews to find the perfect solution.

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We've analyzed thousands of historical analysis apps to identify the top performers based on ratings and install counts.

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CloudFO, your AI Finance colleague, does your analysis, reporting, & forecasts for smarter decisions CloudFO, your AI finance colleague, transforms financial management by providing real-time insights and automated reports, helping you stay on top of your business finances and make data-driven decisions that improve your bottom line. Seamlessly integrating with Shopify, business bank accounts, and other apps, CloudFO unifies your data. It helps you set goals, run forecasts and scenarios, and even runs your weekly finance meetings. It’s data that talks back to you. CloudFO, your AI finance colleague, transforms financial management by providing real-time insights and automated reports, helping you stay on top of your business finances and make data-driven decisions that improve your bottom line. Seamlessly integrating with Shopify, business bank accounts, and other apps, CloudFO unifies your data. It helps you set goals, run forecasts and scenarios, and even runs your weekly finance meetings. It’s data that talks back to you. more Net profit, Cash runway, sales, orders & spend insights by category, P&L & more Weekly finance reviews with weekly goal setting & tracking in just 5mins a week Cashflow forecasts, and answers to your complex questions in seconds Scenario planning to forecast & compare decisions before you make them. Real-time visual KPIs & automated reports for instant access to finance data

0.0(Reviews)

Easily sync your shop data into Google Sheets or Excel. Save time and eliminate manual CSV exports. With Coefficient, easily import your Shopify data into Google Sheets or Excel, and set your data on a refresh schedule to eliminate the need for manual CSV exports & imports into your spreadsheet. Common use cases include importing orders (inc. line item level details), products, variants, & inventory. Combine this with other connectors such as Google Ads, Facebook Ads, Google Analytics 4, Google Search Console, Stripe, Mailchimp, HubSpot, and Pipedrive to build reports within your spreadsheet. With Coefficient, easily import your Shopify data into Google Sheets or Excel, and set your data on a refresh schedule to eliminate the need for manual CSV exports & imports into your spreadsheet. Common use cases include importing orders (inc. line item level details), products, variants, & inventory. Combine this with other connectors such as Google Ads, Facebook Ads, Google Analytics 4, Google Search Console, Stripe, Mailchimp, HubSpot, and Pipedrive to build reports within your spreadsheet. more Automatically sync your Shopify data into Google Sheets or Excel Import your orders, line items, products, variants, inventory, and other data Refresh data on an hourly or daily schedule Configure data alerts in Sheets that send an email or Slack message Build custom reports and analyze your data with pivots in your spreadsheet

4.3(Reviews)

Unlock eCommerce Data That Drives Profit. Centralize and transform your omnichannel data into actionable insights for eCommerce, Merchandising, Finance, Operations and Marketing teams. Get started with 1-click set-up and unlock 100s of KPIs, customizable dashboards and AI-powered insights. Track product and marketing performance down to SKU, optimize sales channel performance and improve ROAS. The Conjura team is here to support your business growth and drive profitability. Centralize and transform your omnichannel data into actionable insights for eCommerce, Merchandising, Finance, Operations and Marketing teams. Get started with 1-click set-up and unlock 100s of KPIs, customizable dashboards and AI-powered insights. Track product and marketing performance down to SKU, optimize sales channel performance and improve ROAS. The Conjura team is here to support your business growth and drive profitability. more Easy Integrations: Brightpearl, Linnworks, Amazon, Cin7, Walmart, Ebay and more Unified Reporting: Aggregate key data into intuitive, easy-to-read dashboards Performance Tracking: Monitor CAC, LTV, ROAS, and more effortlessly Omnichannel Insights: Benchmark and optimize sales channel performance Conjura's AI Agent: Powerful AI insights, reports and forecasting

5.0(Reviews)

Personalize the customer journey in real time and increase your ecommerce sales and profitability. Connectif harnesses big data to understand and predict your customer's intentions in real time, and allows you to react automatically using artificial intelligence. As a result, your clients will enjoy hyper-personalized shopping experiences that increase sales. Optimize your marketing strategy integrating all tools in an all-in-one omnichannel platform: email (you can create bulk campaigns), landing pages, forms, surveys, A/B/X tests, SMS, push notifications and more. Connectif harnesses big data to understand and predict your customer's intentions in real time, and allows you to react automatically using artificial intelligence. As a result, your clients will enjoy hyper-personalized shopping experiences that increase sales. Optimize your marketing strategy integrating all tools in an all-in-one omnichannel platform: email (you can create bulk campaigns), landing pages, forms, surveys, A/B/X tests, SMS, push notifications and more. more CDP + AI + Marketing automation. Omnichannel: email, sms, web push notifications, social campaigns and more. First-party data: customer's footprint tracking and data collection in real time Smart targeting: creation of personalized audiences and dynamic segments. Workflows: designed from scratch + templates to automate interactions.

4.2(Reviews)

ConnectifyBI effortlessly syncs your store data with Power BI, enabling smarter business insights. ConnectifyBI effortlessly syncs your eCommerce data with Power BI, turning your store's data into real-time insights. Easily track sales, monitor inventory, and analyze customer behavior with dynamic reports and customizable dashboards. No coding required—just connect, sync, and visualize to make data-driven decisions. With secure, automated data syncing, you’ll always have up-to-date metrics at your fingertips. Optimize marketing, improve operations, and drive informed decisions with Connectify ConnectifyBI effortlessly syncs your eCommerce data with Power BI, turning your store's data into real-time insights. Easily track sales, monitor inventory, and analyze customer behavior with dynamic reports and customizable dashboards. No coding required—just connect, sync, and visualize to make data-driven decisions. With secure, automated data syncing, you’ll always have up-to-date metrics at your fingertips. Optimize marketing, improve operations, and drive informed decisions with Connectify more Seamless Data Sync: Automatically sync your eCommerce data with Power BI Customizable Dashboards: Build personalized reports and track key metrics Real-Time Analytics: Access up-to-date data instantly to optimize operations

1.0(Reviews)

Boost ROI and LTV with better understanding of your customers across marketing channels. Conbox Analytics is your comprehensive solution for precise conversion tracking and attribution. Platforms show you their version of performance and Convbox reveals what actually works - all to refine your targeting strategy and maximize ROI. Conbox Analytics is your comprehensive solution for precise conversion tracking and attribution. Platforms show you their version of performance and Convbox reveals what actually works - all to refine your targeting strategy and maximize ROI. more Cross-Channel Analysis: Prove which channels truly acquire vs. steal credit. Order Journey: Map new vs. returning customer journeys to refine targeting. Affluencer Hub: Decode true impact vs empty clicks of influencer performance. Product Conversion: Identify bestsellers and flagging underperformers. Post-Purchase Feedback: Enhance attribution results from customer feedback.

5.0(Reviews)

Track pixels and conversions across GA4, Meta, Google Ads & other ad platforms with a no-code setup. Manage multiple pixels & track conversions across GA4, Meta, Google Ads, TikTok, Microsoft, & more in one Shopify app. Includes CAPI support for Meta, TikTok & Snapchat. Automated ecommerce data layer with pre-configured GTM. Track AddtoCart, Checkout, & Purchase events. Tracks purchases for all Shopify gateways that redirect to the Thank You page. Supports Shop Pay, PayPal, & Shopify Payments Gateway. No code setup. Built for DTC, ecommerce & Shopify plus stores. Get support: info@conversios.io Manage multiple pixels & track conversions across GA4, Meta, Google Ads, TikTok, Microsoft, & more in one Shopify app. Includes CAPI support for Meta, TikTok & Snapchat. Automated ecommerce data layer with pre-configured GTM. Track AddtoCart, Checkout, & Purchase events. Tracks purchases for all Shopify gateways that redirect to the Thank You page. Supports Shop Pay, PayPal, & Shopify Payments Gateway. No code setup. Built for DTC, ecommerce & Shopify plus stores. Get support: info@conversios.io more Manage and track multiple pixels across GA4 and major ad platforms from one app Automatically Track Add to Cart, Checkout, and Purchase events across stores Conversion API (CAPI) support for Meta, TikTok, and Snapchat Automated ecommerce data layer with pre-configured Google Tag Manager View clear reports for Meta, GA4 eCommerce, and Google Ads in one place.

2.3(Reviews)

Heatmaps and Recordings can help increase sales by knowing where & why your shoppers get stuck. Understand where people are scrolling, clicking, spending time, and getting stuck with Snapshot Reports & Session Recordings. Run quick, simple, effective A/B Tests that accelerate sales. Easily test new CTAs, images, and copy with just the click of a button. Get powerful insights and make impactful changes in 15-30 minutes a week. Spend less time chasing data and more time running your store. Understand where people are scrolling, clicking, spending time, and getting stuck with Snapshot Reports & Session Recordings. Run quick, simple, effective A/B Tests that accelerate sales. Easily test new CTAs, images, and copy with just the click of a button. Get powerful insights and make impactful changes in 15-30 minutes a week. Spend less time chasing data and more time running your store. more Heatmap and Scrollmap Reports Recordings A/B Testing

3.7(Reviews)

Revolutionise your retail with real-time forecasts, minute-by-minute updates and custom alerts. The CSI Daily Predictor app is your sales forecasting tool, designed exclusively for Shopify merchants. It provides real-time, accurate daily sales predictions, empowering you to make smarter business decisions and stay ahead of the competition. Whether you're managing inventory, adjusting budgets, or planning marketing campaigns, this app keeps you informed with up-to-the-minute updates. The CSI Daily Predictor app is your sales forecasting tool, designed exclusively for Shopify merchants. It provides real-time, accurate daily sales predictions, empowering you to make smarter business decisions and stay ahead of the competition. Whether you're managing inventory, adjusting budgets, or planning marketing campaigns, this app keeps you informed with up-to-the-minute updates. more Predict your future sales for the day and week. Automated, trend-based sales alerts. Visualise your sales data as you’ve never seen it before. Control your media spend ahead of time, saving you thousands! Take the worry out of monitoring sales when you’re out of the office.

0.0(Reviews)

Explore sales, inventory, customers, and metafields from every angle without rebuilding reports. Static reports answer one question. Cube Reports lets you explore the next one immediately. Start with ready-made reports, then drag and drop dimensions and metrics across sales, profit, inventory, refunds, payouts, customers, and acquisition. Pivot tables and dynamic charts update as you filter, sort, and drill into results. Analyze product, variant, customer, and order metafields, including references. Save custom reports, build KPI dashboards, export CSV files, or schedule email delivery. Static reports answer one question. Cube Reports lets you explore the next one immediately. Start with ready-made reports, then drag and drop dimensions and metrics across sales, profit, inventory, refunds, payouts, customers, and acquisition. Pivot tables and dynamic charts update as you filter, sort, and drill into results. Analyze product, variant, customer, and order metafields, including references. Save custom reports, build KPI dashboards, export CSV files, or schedule email delivery. more Explore dimensions and metrics with drag-and-drop pivot tables Turn any pivot into a dynamic chart without rebuilding your analysis Analyze product, variant, order, and customer metafields, including references Build KPI dashboards for trends, rankings, segments, goals, and more Save unlimited custom reports, export CSV, and schedule email delivery

4.9(Reviews)

Track segmented customer satisfaction with Net Promoter Score-based surveys See how your customers are satisfied depending on the product they ordered, date of their first purchase (Christmas? Black Friday?), number of orders they placed with you, their geographic location and others. Discover trends in your customers' opinions. See how your customers are satisfied depending on the product they ordered, date of their first purchase (Christmas? Black Friday?), number of orders they placed with you, their geographic location and others. Discover trends in your customers' opinions. more Installation takes 30 seconds Radically more survey responses thanks to smart follow-ups Embed testimonials and reviews

4.6(Reviews)

Built for consumer brands, providing a customized end-to-end data solution for digital & retail Brands don’t need another cost, they need solutions that drive revenue growth. Daasity exists to grow your revenue. Gain a complete view of your sales and profits across all channels, empowering you to act swiftly and strategically without the hassle of building complex tech stacks. Our platform combines the simplicity of an out of box system with the extensibility of a full customization. Grow sales, improve profit, and outperform the competition. Brands don’t need another cost, they need solutions that drive revenue growth. Daasity exists to grow your revenue. Gain a complete view of your sales and profits across all channels, empowering you to act swiftly and strategically without the hassle of building complex tech stacks. Our platform combines the simplicity of an out of box system with the extensibility of a full customization. Grow sales, improve profit, and outperform the competition. more Unified Commerce Platform with immediate access to insights that drive growth. Shopify B2B integration to manage & grow wholesale buyers. Optimize customer acquisition: Invest in channels with highest retention rates. Increase retention by delivering personalized, data-driven offers to customers. Leverage the Daasity team to help you grow: data experts & developers.

4.5(Reviews)

Prebuilt and Custom Reports to Automate Repetitive and Frustrating Data Tasks Instantly access reports to analyze any store data: sales, inventory, shipping, fulfillment, payouts, tax, customers, refunds and more. Build custom reports with meta fields, line item properties, note attributes and any field from your store API. Add calculations and formulas for unique data fields. Save, edit and rerun unlimited reports. Automate everything by scheduling reports in the format and destination you choose. Short on time? We are one click away from setting up your reports for you. Instantly access reports to analyze any store data: sales, inventory, shipping, fulfillment, payouts, tax, customers, refunds and more. Build custom reports with meta fields, line item properties, note attributes and any field from your store API. Add calculations and formulas for unique data fields. Save, edit and rerun unlimited reports. Automate everything by scheduling reports in the format and destination you choose. Short on time? We are one click away from setting up your reports for you. more Custom report fields from store API, with calculations Editable prebuilt report templates for every operation Export reports as Sheets, Excel, CSV, JSON, TXT or shareable link Schedule automated reports to email, FTP, drive or Sheets All report types from sales, marketing, inventory and more in one library

5.0(Reviews)

Extract automatically all your reporting and analytics data into Google Sheets and Looker Studio. With Datablaster, export and analyze all your sales and marketing data easily. Synchronization is instantaneous and your data will be updated automatically. Use our ready-to-use templates in Google Sheets and/or Looker Studio. This will allow you to easily understand your results and cross-reference them with all your marketing data (including advertising). Stop wasting time on manual exports or filling out your tables by hand. Get your first report within 2 minutes. With Datablaster, export and analyze all your sales and marketing data easily. Synchronization is instantaneous and your data will be updated automatically. Use our ready-to-use templates in Google Sheets and/or Looker Studio. This will allow you to easily understand your results and cross-reference them with all your marketing data (including advertising). Stop wasting time on manual exports or filling out your tables by hand. Get your first report within 2 minutes. more Create sales and marketing reports automatically in Google Sheets and Looker. Have your data always up to date thanks to the automatic synchronization. Use already made performing templates to analyse all your data.

5.0(Reviews)

Databox is modern Business Intelligence software for teams that need answers now. Databox is modern Business Intelligence software for teams that need answers now, without the complicated setup, steep price, or long learning curve. It helps growing companies make their data more usable, by making it accessible to their entire team so they can make better decisions, faster. Connect data from 130+ sources, track metrics, visualize performance, automate reports, set goals, benchmark, forecast, and get AI-powered insights. Databox is modern Business Intelligence software for teams that need answers now, without the complicated setup, steep price, or long learning curve. It helps growing companies make their data more usable, by making it accessible to their entire team so they can make better decisions, faster. Connect data from 130+ sources, track metrics, visualize performance, automate reports, set goals, benchmark, forecast, and get AI-powered insights. more Connect your data through any of our 130 one-click integrations. Curate, prepare, and unify raw data from multiple sources. Create beautiful, no-code dashboards and custom automated reports in minutes. Send automatic updates via email or Slack & get notified about unusual patterns. Goals, Forecasts & Benchmarks

0.0(Reviews)

Your AI Growth Analyst to help increase ROAS/MER, LTV and Repeat rate to grow profitably Trusted by 1025+ Shopify brands, Datadrew AI transforms your raw data into AI powered insights, and into data driven decisions to accelerate customer acquisition and retention and improve product merchandising. Our platform help founders and CMOs increase paid ads ROAS/MER - reduce adspend wastage, out-of-stock products in ads, reduce creative fatigue. Spot website conversion drops & product baskets increasing AOV. Don’t fly blind and waste another 6 months - get actionable growth insights. Trusted by 1025+ Shopify brands, Datadrew AI transforms your raw data into AI powered insights, and into data driven decisions to accelerate customer acquisition and retention and improve product merchandising. Our platform help founders and CMOs increase paid ads ROAS/MER - reduce adspend wastage, out-of-stock products in ads, reduce creative fatigue. Spot website conversion drops & product baskets increasing AOV. Don’t fly blind and waste another 6 months - get actionable growth insights. more Drew AI Analyst: Ask your data anything — get the answer, the why, and the fix AI Intelligence on Paid Ads(performance), website CRO, Retention, Products Product Intelligence : Track product profit, ROAS, LTV, inventory, cohorts etc. Creative Intelligence + Access your store data live in Claude & ChatGPT (MCP) Retention & LTV: Cohort LTV, RFM segments to Klaviyo, repeat analysis.

5.0(Reviews)

Datarize is your full-stack CRM platform built to scale e-commerce growth Datarize helps Shopify merchants run smarter popups and email campaigns that personalize every message and drive sales automatically. With 84 prebuilt campaigns and 33 ready-made audiences, you can launch fast, grow your list, and send targeted messages that convert—from first impression to repeat purchase. Already the No.1 CRM in Korea and scaling fast in Japan, Datarize is proven and ready to help merchants everywhere grow smarter. Datarize helps Shopify merchants run smarter popups and email campaigns that personalize every message and drive sales automatically. With 84 prebuilt campaigns and 33 ready-made audiences, you can launch fast, grow your list, and send targeted messages that convert—from first impression to repeat purchase. Already the No.1 CRM in Korea and scaling fast in Japan, Datarize is proven and ready to help merchants everywhere grow smarter. more Do Not Integrate: Skip heavy setup—start instantly and see impact from day one. Personalization on Autopilot: Predictive campaigns that adapts to every customer Only Pay Fair: Transparent pricing, pay only for what you use—no hidden costs.

5.0(Reviews)

Know what sells, what converts and where to grow. Analyze sales, product views and conversions. Datma Analytics gives Shopify brands a complete commercial view of storefront performance. Combine Shopify pixel tracking with backend store data to analyze shopper behavior, products, collections, customers, sessions, attributed revenue, and conversion trends. Built for growing DTC brands that want Shopify-native analytics without the complexity of traditional BI tools. Datma Analytics gives Shopify brands a complete commercial view of storefront performance. Combine Shopify pixel tracking with backend store data to analyze shopper behavior, products, collections, customers, sessions, attributed revenue, and conversion trends. Built for growing DTC brands that want Shopify-native analytics without the complexity of traditional BI tools. more Understand which products attract attention and drive revenue. Measure how collections contribute to revenue and shopper discovery. Capture storefront shopper behavior using Shopify pixel tracking. View performance across multiple Shopify stores from one workspace. Use AI to explore analytics faster.

4.7(Reviews)

Transform your ecommerce data into actionable insights and recommendations, instantly. Decile is the AI-powered ecommerce analytics platform that empowers ecommerce teams to move faster and more strategically. Illuminate opportunities to drive incremental value with every step of the customer journey by bringing together your first-party data and hundreds of enrichment attributes. Scale insights, improve marketing outcomes and uncover areas of opportunity instantly. Activate your learnings by syncing directly with key marketing platforms. Decile is the AI-powered ecommerce analytics platform that empowers ecommerce teams to move faster and more strategically. Illuminate opportunities to drive incremental value with every step of the customer journey by bringing together your first-party data and hundreds of enrichment attributes. Scale insights, improve marketing outcomes and uncover areas of opportunity instantly. Activate your learnings by syncing directly with key marketing platforms. more Luma AI: Your AI analyst for instant answers to your ecommerce questions Enrichment: 1P data enhanced with demographic and psychographic traits Bespoke Personas: Generate always-current brand personas Predictive Models: Elevate marketing with predictive LTV and lifecycle segments Activation: Sync to key marketing platforms like Klaviyo, Attentive, and Meta

5.0(Reviews)

DeepMine provides searchable, emailable, detailed reports for orders and product sales. DeepMine helps you by sifting, sorting, summing, searching all your orders to provide a clean table and graph of top products, variants, and options. Look at all products, your popular variants of a product, or the options of a product. With a few clicks, you can find out that the green shirt is popular among the smalls and the black shirt is popular among the 3Xs. DeepMine also contains functionality to calculate royalties for your artists and partners and send email reports. DeepMine helps you by sifting, sorting, summing, searching all your orders to provide a clean table and graph of top products, variants, and options. Look at all products, your popular variants of a product, or the options of a product. With a few clicks, you can find out that the green shirt is popular among the smalls and the black shirt is popular among the 3Xs. DeepMine also contains functionality to calculate royalties for your artists and partners and send email reports. more Get a high level look at top products. Customize by SKU, POS location, vendor, discount code and more. Setup reports to email on a regular basis. Setup reports to pay a partner a piece of your sales.

4.1(Reviews)

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About Historical analysis Apps for Shopify

Historical analysis apps are essential tools for Shopify merchants looking to enhance their store's functionality and improve customer experience. These specialized applications help store owners streamline operations, increase sales, and provide better service to their customers.

When choosing a historical analysis app for your Shopify store, consider factors such as features, pricing, customer support, and compatibility with your theme and other apps. Reading reviews from other merchants can also provide valuable insights into the app's performance and reliability.

The apps listed on this page represent some of the best historical analysis solutions available in the Shopify App Store. Each has been selected based on its functionality, user ratings, and overall value for Shopify merchants.