TLDR
- Single channel? Use Shopify’s built-in reports, Amazon tools like Sellerboard, or your ERP’s dashboards.
- Running multiple channels? Don’t waste time forcing Shopify, Amazon, and wholesale data to fit where it doesn’t belong.
- When you’re ready for one clear source of truth, use Retlia — real-time dashboards for Shopify, Amazon, and wholesale together.
Looking for the best dashboard tools for your Shopify store, Amazon business, or wholesale operation? Here’s what you need to know:
- Shopify Tools: Great for single-channel businesses. Shopify Analytics (included with plans starting at $29/month) offers real-time insights, while third-party options like Better Reports ($19.90/month) or Polar Analytics ($300/month) provide advanced features.
- Amazon Tools: Essential for marketplace sellers. Tools like Sellerboard ($15/month) and Helium 10 (starting at $99/month) track profits, Buy Box performance, and inventory levels.
- Wholesale Tools: Designed for complex operations. Shopify, and most ERP and Ecommerce platforms will each have analytics options, with one consistent theme: they only measure a single channel, the data that pass through that one system.
- Dashboarding Across Shopify, Amazon and Wholesale: Retlia ($3,000/month) integrates ERP, CRM, Amazon/Marketplace, arketing and e-commerce data, offering advanced analytics for midsize businesses.
Quick Comparison:
| Criteria | Shopify Tools | Amazon Tools | Wholesale Tools | Retlia Data Warehouse |
|---|---|---|---|---|
| Integration | Shopify ecosystem only | Amazon-focused | Specific to the sales system | Multi-system connectivity |
| Analytics | Basic to intermediate | Advanced Amazon-only marketplace data | Varies | Predictive, enterprise-level, but midmarket ease of use |
| Customization | Limited templates | Moderate | With dev costs and limitations | Highly customizable |
| Pricing | $29/month+ | $15–$1,000+/month | Various (expensive for dev) | $3,000+/month |
Key takeaway: If all of your business goes through one channel, use that channel’s analytics. Once you have multiple channels, don’t try to bend Shopify to hold Amazon/wholesale data, or pipe ecommerce into your ERP…its a costly mess. Instead use data warehouse and BI tools like Retlia for multi-channel analytics. The right dashboard can save time, reduce costs, and help your business grow.
1. Shopify Dashboard Tools
Shopify offers a range of dashboard tools designed to help merchants manage their businesses effectively. These tools include both Shopify’s own analytics and a variety of third-party applications. At the core is Shopify Analytics, included with all paid plans starting at $29 per month (billed annually). This built-in tool provides over 60 pre-made dashboards and reports, delivering real-time insights across all sales channels [5].
Many merchants find success by combining Shopify Analytics with external tools like Google Analytics 4 (GA4). GA4 is completely free [8] and integrates seamlessly with other Google services, such as Google Ads and Google Search Console [6]. This hybrid approach often proves effective for Shopify stores:
"For most Shopify stores, a hybrid approach using both Shopify marketing apps and Google Ads is often the best option. You can benefit from the ease of use and Shopify focus of apps while reaching a wider audience through Google Ads."
- PageFly-Kate, Shopify Partner [7]
Third-Party Dashboard Tools
For merchants looking to expand beyond Shopify’s native analytics, third-party tools provide additional functionality. Options range from budget-friendly to premium, catering to different business needs:
- Polar Analytics: A high-end option starting at $300 per month, boasting a perfect 5-star rating from 108 reviews [3].
- Better Reports: A cost-effective choice at $19.90 per month, with a 4.9-star rating from 958 reviews [3].
- BeProfit: Offers a free tier for smaller stores [3].
- Lifetimely: Starts at $34 per month, ideal for tracking customer lifetime value [3].
- By the Numbers: A budget option at $17 per month.
- Triple Whale: Designed for businesses under $600,000 annually, starting at $299 per month [3] [4].
These tools cater to a variety of needs, from basic reporting to advanced analytics for scaling businesses. However, they are all generally catered to a business that is mostly, or entirely on Shopify.
The Power of Real-Time Data
One of the biggest advantages of Shopify’s ecosystem is its ability to consolidate data quickly. Shopify POS retailers, for example, implement solutions 20% faster than the market average, with 58% reporting measurable improvements in business performance [2]. This speed enables merchants to unify inventory visibility across all channels and transform scattered data into actionable insights.
"Creating custom dashboards lets us focus on our core product performance without needing to export and clean the data. It allows us to stay nimble and reactive."
- Shelby Adams, Operations Manager, Cleverhood [2]
Tailored Solutions for Every Business
Dashboard tools generally fall into two categories. Spreadsheet-first tools, like Airboxr, are ideal for merchants who want complete control over their data. On the other hand, dashboard-first solutions, such as Triple Whale and Polar Analytics, prioritize quick setup and visual insights [4]. This distinction allows businesses to choose tools that align with their specific needs – whether they prioritize customization or rapid deployment.
Shopify merchants also benefit from integrations with other platforms. Popular options include email marketing tools like Klaviyo and Mailchimp, social media management with Hootsuite, and advanced analytics through tools like TrueProfit alongside GA4 [7]. These integrations help execute the entire customer journey, from initial awareness to purchase and beyond, but don’t necessarily track it. To gain a comprehensive view of business performance, this is where businesses that grow up into the midmarket (say $10m annual revenue) begin to engage a full-bodied standalone data warehouse and in-house BI, offerings like Retlia.
The key to choosing the right tools lies in aligning their capabilities with your business’s complexity. Smaller stores often thrive with Shopify Analytics and GA4, while larger, multi-channel operations may require more advanced setups to unify data and provide actionable insights for growth.
2. Amazon Dashboard Tools
Selling on Amazon comes with its own set of challenges, especially when it comes to meeting performance standards. To stay competitive, sellers rely on specialized dashboard tools to monitor crucial metrics like Buy Box performance, FBA inventory levels, and Order Defect Rates (ODR). For example, Amazon mandates that sellers maintain an ODR below 1% to continue operating on the platform [9]. This makes having reliable tools not just helpful but absolutely necessary. Let’s dive into how Amazon’s built-in integrations and third-party solutions help sellers meet these demands.
Amazon’s Native Integration Approach
Amazon has simplified business management through Seller Central’s integration with third-party apps. As of December 17, 2024, tools like PixelMe by Carbon6 are seamlessly incorporated into the NG Selling experience. These integrations allow sellers to track external traffic, manage advertising, and receive real-time updates – all without leaving the Seller Central dashboard [12].
"This is about more than just keeping the water running. We’re committed to supporting sellers by creating a consistent, integrated ecosystem that brings together the tools they rely on."
- Katrina Shackleford, Director of Selling Partner Developer Services at Amazon [12]
This approach eliminates the hassle of juggling multiple platforms. Plus, all interactions are encrypted end-to-end, ensuring that sensitive seller data stays secure [12].
Popular Third-Party Dashboard Solutions
Amazon sellers also have access to a variety of third-party dashboard tools that cater to different needs and budgets. Here are some of the most popular options:
- Sellerboard: Starting at $15 per month, Sellerboard is widely praised for its detailed profit and loss tracking.
"sellerboard makes it so easy to know your numbers that I really can’t imagine ever selling on Amazon without it."
- Nikki Kirk, Amazon seller and founder of Your Selling Guide project [11]
- BQool Repricer: This tool helps increase sales by optimizing pricing strategies, with users reporting an average 35% boost in sales and Buy Box share. Plans start at $25 per month [10].
- Helium 10: Known for its robust suite of tools, Helium 10 is ideal for private label sellers, offering features like product research and keyword optimization. Plans range from $99 to $279 per month, and it boasts a solid 4 out of 5 rating on Trustpilot [13].
- Jungle Scout: Designed for scaling businesses, Jungle Scout provides in-depth analytics and has earned an excellent 4.7 out of 5 rating on Trustpilot. Pricing ranges from $49 to $399 per month [10].
- Seller 365: Starting at $69 per month, this tool is perfect for sellers managing large inventories, supporting up to 5,000 product listings [10].
- DataHawk: Offers custom pricing and syncs directly with Amazon Seller Central, making it a flexible option for businesses of all sizes [13].
- Sellerise: With advanced features like ABC Analysis for product segmentation, Sellerise plans range from $20 to $300, catering to a variety of seller needs [13].
These tools complement Amazon’s native features, providing sellers with deeper insights and more control over their operations.
Specialized Metrics and Monitoring
These tools are particularly effective at tracking Amazon-specific metrics. For instance, FBA inventory management tools can send low-inventory alerts, helping sellers avoid Amazon’s new Low-Inventory Level Fee introduced in 2025 [9]. Additionally, they monitor return rates, which typically range between 5–15% for e-commerce businesses [9]. By analyzing these returns, sellers can identify underperforming products that may be eating into profits.
Limitations, Scalability and Business Growth
The right tool can make or break your growth strategy. Smaller businesses might only need basic tools for profit tracking, but larger enterprises often require more comprehensive solutions like Helium 10 or Jungle Scout. These platforms go beyond the basics, offering features like product research, advertising optimization, and competitor analysis. For businesses looking to scale, such tools provide the foundation for managing complex operations and driving long-term success.
However, these tools all have one thing in comment: They are highly Amazon-focused. Notice none of the same analytics tools as from our Shopify list show up in Amazon. If your business is highly Amazon-focused or all focused on Shopify, these tools alone may be worth it. However, as you become an omnichannel commerce company, the needs to have a separate place where Shopify and Amazon data can come to live and play nice becomes stronger. The computation power offered by a cloud data warehouse allows things like matching customer identities, or cleaning and merging data about products across the two.
3. Wholesale Dashboard Tools
After the success of dashboards tailored for Shopify and Amazon, wholesale-specific tools have emerged to tackle the unique challenges faced by wholesale operations.
Wholesale analytics often come from your ERP or whichever system you use to log and manage wholesale sales orders. Below are examples of popular wholesale-focused ERPs and specialized wholesale analytics tools that can help you track sales, margins, and customer orders:
Popular Wholesale ERP & Analytics Platforms
- NetSuite — Cloud-based ERP with robust wholesale distribution modules, real-time financials, inventory, and order management. Known for scalable B2B workflows. Pricing: Starts around $999/month + per-user fees.
Oracle NetSuite Pricing & Capabilities [17] - SAP Business One — ERP designed for midsize wholesalers with built-in sales, purchasing, warehouse, and customer data modules. Integrates with ecommerce. Pricing: Typically $1,500–$3,000/user/year.
SAP Business One Overview [18] - Acumatica Distribution Edition — Cloud ERP built for wholesale distributors; includes real-time inventory, purchasing, warehouse, and customer orders. Strong dashboards out-of-the-box. Pricing: Around $1,400–$2,800/month depending on modules/users.
Acumatica Pricing & Features [19] - Skubana (by Extensiv) — A wholesale & ecommerce operations platform connecting inventory, order, and analytics across B2B channels. Ideal for growing brands. Pricing: $1,000–$2,000/month typical for mid-market brands.
Skubana Platform Details [20] - inSitu Sales — Specialized wholesale order management + sales analytics mobile app. Includes dashboards for reps to track customer orders, route performance, and margins. Pricing: $35–$45/user/month.
inSitu Sales Overview [21]
Key Wholesale Metrics to Track
Modern wholesale dashboards go beyond sales numbers. Look for tools that help you track:
- Fill Rates & Backorders: Avoid lost revenue by monitoring on-time shipments and out-of-stock trends.
- Customer Lifetime Value (CLV): Segment your B2B customers by margin and reorder frequency.
- Gross Margin by SKU: Pinpoint underperforming products that shrink profit.
Automating Wholesale Reports
When choosing a wholesale dashboard tool or ERP add-on, look for:
- Automated Data Flows: Reduce manual spreadsheets with integrations from ERP, CRM, EDI, and warehouses.
- Role-Based Dashboards: Let sales reps, finance, and operations view what they need—without pulling raw data every time.
- Real-Time Alerts: Stay ahead of low inventory, high returns, or profit dips.
Specialized Wholesale Features
Wholesale dashboard tools are crafted with features that cater specifically to the complexities of wholesale operations. For instance, they automate vendor management and demand forecasting – essential for avoiding inefficiencies when warehouse capacity approaches 80%-85%, a threshold where slowdowns often occur [19]. Additionally, these tools offer customizable dashboards that cater to different roles within an organization. Whether it’s monthly sales data for executives or warehouse status updates for managers, everyone gets the insights they need to make informed decisions [18].
4. Unified Shopify, Amazon, and Wholesale Analytics Tools (e.g., Retlia)
Most midsize businesses need one dashboard that works across Shopify, Amazon, AND wholesale sales, not separate tools for each.
Unlike single-channel retailers, growing ecomm, retail and wholesalers manage multiple sales channels, intricate B2B relationships, and massive datasets from systems like ERP, CRM, and e-commerce platforms. These specialized tools are designed to handle the advanced analytics and integrations that midsize wholesale/ecomm businesses require, and deliver a dashboard tool for Shopify, Amazon, AND wholesale in one place.
The Omnichannel Data Challenge
Multi-channel ecommerce or wholesalers are far more complex than traditional single-channel commerce. Omnichannel retail is powerful but messy. Each channel across Shopify, Amazon, and wholesale logs data in different formats, on different schedules, with different gaps. Trying to force three separate operational tools to play nice inside one or the other usually fails; one unified tool purpose-built for all three channels is faster and more accurate. Stitching that together manually burns hours and creates errors that managers don’t catch until it’s too late.
Key Challenges:
- No single source of truth: Sales, inventory, returns, and promotions live in separate tools.
- Identity chaos: The same customer might appear three times, once in Shopify, once in Amazon, once in your ERP.
- Manual exports: Teams still download CSVs to patch reports together.
- Lost opportunities: Marketing, merchandising, and operations miss crucial trends until month-end.
Why this matters:
| Problem | Impact on Business |
|---|---|
| Multiple dashboards, no connection | Teams waste hours reconciling Shopify vs Amazon vs wholesale reports manually |
| Disconnected systems | Inventory mistakes, stockouts, lost sales |
| Conflicting KPIs | Managers waste time debating "which number is real?" |
| No live dashboards | Decisions lag days behind reality |
| Rising costs | More manual labor and missed margin opportunities |
How Retlia Solves It:
- Data Warehouse: Combines all channels, Shopify, Amazon, wholesale ERP, in one place.
- Identity Matching: Merges customer records across systems.
- Self-Updating Dashboards: Real-time sales, inventory, and marketing KPIs.
- Midmarket Pricing: Built for $10M–$500M companies so no massive enterprise costs.
The result? One source of truth, real-time answers, and the confidence to make faster, smarter decisions.
Contact Us: Get Retlia
Omnichannel Inventory and Supply Complexities
They involve tracking inventory across multiple warehouses, managing extensive supplier networks, and analyzing long-term customer behavior. Standard tools often fall short in addressing these needs. Advanced multichannel inventory software steps in to integrate data, automate supply chain processes, and provide essential inventory KPIs – all critical for wholesale success [14]. For example, these tools can manage real-time stock levels across locations, streamline vendor interactions, and forecast demand with precision [14]. Leading businesses even analyze at the SKU level to optimize inventory and avoid overstocking or understocking [18].
Advanced Integration and Analytics Capabilities
What makes unified dashboard tools stand out is their ability to connect seamlessly with your entire tech stack. They integrate with ERP systems, accounting software, POS terminals, and e-commerce platforms, and marketplaces like Amazon creating a unified view of operations [17]. This integration automates key tasks like stock counts, order processing, and inventory replenishment, leading to significant efficiency gains. That doesn’t even mention additional integrations into inventory systems, marketing data, and supply chain for added cases like marketing attribution and inventory management.
Take Retlia, for example. This platform offers a data warehouse solution tailored for midsize retailers, e-commerce players, and wholesalers. Retlia consolidates scattered data into actionable insights, all at a price point designed for midsize businesses [15]. Its algorithms unify customer data from various systems, enabling businesses to track metrics like acquisition, retention, and customer lifetime value with exceptional accuracy. Retlia bridges the gap between basic retail dashboards and the more robust data tools wholesalers need to thrive.
One success story comes from Nexus Outdoors, a Retlia client:
"Thanks to our data warehouse with Retlia, we were able to capture a 360 view of our sales, products, and customers. Now we know our numbers and run the whole business off of them." [16]
Pricing Models for Midsize Businesses
These tools are designed to be accessible to midsize retailers, avoiding the steep costs of enterprise-level solutions. Retlia’s base package starts at $58,900 one-time cost, which includes data warehouse setup, business intelligence tools, and 100 hours of data engineering support. Alternatively, businesses can opt for a subscription model at around $3,000 per month on a three-year contract INSTEAD of the 58k. This pricing structure makes it possible for midsize businesses to access advanced analytics and data warehousing without breaking the bank.
Demo Of Retlia Multi-Channel Analysis In Action: Tariffs Use Case
Real-Time Capabilities and Scalability
Real-time dashboards are a game changer, allowing businesses to quickly adapt to market fluctuations. Scalability is another vital feature for growing wholesale operations. Platforms like Retlia leverage next-generation cloud technologies like Snowflake and Tableau, providing the infrastructure to handle increasing data complexity and volume as businesses expand [16]. This gives midsize companies the ability to operate with the agility and precision of larger enterprises, empowering them to grow strategically without overextending resources.
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Conclusion: One Dashboard for Shopify, Amazon, and Wholesale
The analysis above underscores the unique advantages of each dashboard tool, making it clear that the right choice depends on your specific business needs. Consider this: 90% of e-commerce brands fail within 120 days without clear performance insights [1]. The dashboard you choose could be the difference between struggling and thriving in a data-driven marketplace.
When choosing the right dashboard tool, the main question isn’t which single-channel tool is best — it’s how many sales channels do you need to manage today…and tomorrow?
If your entire business runs through Shopify, the built-in Shopify Analytics or an affordable third-party app like Better Reports might cover your basics for now. Likewise, if you sell exclusively on Amazon, tools like Sellerboard, Helium 10, or Jungle Scout provide deep marketplace insights you won’t get elsewhere.
For wholesale, most teams lean on the reporting built into their ERP, but these dashboards are usually rigid, developer-heavy, or only cover the portion of sales flowing through that one system.
The moment your business runs sales across Shopify, Amazon, and Wholesale channels — or even two of these — you’ll quickly run into the same headache: disconnected numbers, multiple sources of truth, and constant manual exports to stitch the big picture together.
That’s exactly where Retlia comes in. Retlia delivers one real-time dashboard that unifies your Shopify, Amazon, and wholesale ERP data. No custom dev time. No messy manual merging. Just live, trusted metrics on sales, inventory, customers, and profit — updated every minute, not every month.
The result? Faster answers, lower reporting costs, and total confidence that your team is making decisions from the same, reliable source of truth.
Quick Comparison of Dashboard Options
| Criteria | Shopify Tools | Amazon Tools | Wholesale Tools | Retlia Data Warehouse |
|---|---|---|---|---|
| Integration | Shopify ecosystem only | Amazon-focused | Specific to the sales system | Multi-system connectivity (Shopify, Amazon, ERP) |
| Analytics | Basic to intermediate | Advanced Amazon marketplace data | Varies | Predictive, enterprise-level, midmarket-ready |
| Customization | Limited templates | Moderate | With dev costs and limitations | Highly customizable self-service dashboards |
| Data Cleansing & Unification | Manual exports, limited identity matching | Amazon data only, no cross-channel match | Manual patchwork needed | Built-in matching, identity cleansing, householding |
| Scalability | Best for single Shopify stores | Amazon-only brands | Limited to ERP structure | Grows from $10M to $500M+ multi-channel businesses |
| Pricing | $29/month+ | $15–$1,000+/month | Various, often expensive for dev work | Starts around $3,000/month, all-included engineering |
Retail analytics is projected to grow into a $31.08 billion market by 2032, highlighting its critical role in driving business success [2]. Whether you need the simplicity of native tools, the focus of marketplace-specific solutions, or the robust features of enterprise-grade systems, aligning your choice with your business model is key. The decision you make today will shape your future – choose wisely.
Key Takeaway: Upgrade When You Grow Multi-Channel
- ✅ Single Channel? Use Shopify’s built-in analytics, Sellerboard, or your ERP’s default reports.
- ✅ Going Multi-Channel? Don’t waste time forcing Shopify, Amazon, and ERP data into the wrong tool.
- ✅ Ready for Clarity? Use Retlia to unify everything under one real-time dashboard.
Stop stitching spreadsheets. Get one version of the truth. Power better decisions.
Contact Retlia to get started.
FAQs
What should I consider when selecting a dashboard tool for Shopify, Amazon, or wholesale platforms?
When choosing a dashboard tool for platforms like Shopify, Amazon, or wholesale operations, there are a few critical factors to keep in mind to ensure it aligns with your business goals.
Start with integration capabilities. The tool should work smoothly with your existing systems, such as ERP or CRM software, so your workflows stay efficient and your data remains accurate. Also, look for tools that offer real-time data tracking and reporting features. These can provide valuable insights into sales trends, inventory levels, and customer behavior – key information for making smarter decisions in a fast-paced market.
You’ll also want to assess the tool’s ease of use and customization options. A simple, intuitive interface can save you time, while customizable dashboards let you focus on the metrics that matter most to your business. Lastly, take a close look at the tool’s pricing to ensure it’s cost-effective. It should fit within your budget and deliver enough value to justify the investment, helping you optimize operations without overspending.
How do pricing models for dashboard tools affect small and midsize businesses differently?
Pricing Models for Dashboard Tools
The pricing structure of dashboard tools can have a big impact on small and midsize businesses, especially since their budgets and priorities often differ.
Small businesses frequently face challenges with subscription models, as costs tend to rise alongside their growth. For instance, monthly fees for dashboard tools can range anywhere from $5 to over $200. For a small business operating on a tight budget, this can be a hefty expense, making it harder to invest in tools that offer more advanced features.
Meanwhile, midsize businesses typically have more financial wiggle room, allowing them to invest in tools with advanced analytics and integration capabilities. These features can play a key role in improving decision-making and boosting operational efficiency. That said, midsize businesses still need to weigh the costs carefully. Many dashboard tools are designed with larger enterprises in mind, which means midsize businesses might end up paying for features they don’t fully need or use.
What integration features make Retlia’s omnichannel dashboards ideal for managing complex retail operations?
Retlia’s Shopify, Amazon, and Wholesale Dashboards: Simplifying Retail Operations
Retlia’s dashboards are designed to simplify even the most complex retail workflows. They offer seamless integration with major e-commerce platforms like Shopify and Amazon, ensuring your systems work together effortlessly. With real-time data synchronization and strong API support, these dashboards easily connect to your existing business tools, making your operations smoother and more efficient.
By consolidating and refining data from various sources, Retlia helps retailers maintain accurate inventory records, monitor sales performance, and uncover actionable customer trends. This makes it easier for mid-size retailers to make smarter decisions and tackle the unique demands of wholesale and e-commerce with confidence.