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Handling data across multiple e-commerce clients becomes overwhelming quickly. If your team is switching between ad platforms, stitching together spreadsheets, or using overly complicated and outdated tools to deliver reports, it is time to streamline how you work.
Clients want clear answers to simple questions:
- Where did revenue come from?
- What is actually working?
Below are the best reporting tools e-commerce agencies are using in 2026.
1. ThoughtMetric (Best Overall for Revenue Attribution and Client Reporting)
Best for: Agencies that need accurate, cross-channel revenue attribution and client-ready reporting without spreadsheets.
ThoughtMetric is built specifically for understanding where e-commerce revenue actually comes from across the entire customer journey.
Instead of relying on platform-reported data, ThoughtMetric shows how paid, organic, email, SMS, influencers, AI search, and other channels work together to drive conversions.
For agencies, this makes it easier to explain performance in a way clients trust.
Why agencies choose ThoughtMetric:
- Offers five different attribution models (we recommend multi-touch)
- Campaign, ad set, and ad revenue tracking
- Product-level performance by channel
- Clean dashboards that clients can understand
- Unlimited users for internal teams and client access
ThoughtMetric is especially valuable for agencies managing multiple clients who want consistent reporting across brands, platforms, and time periods.
2. Rockerbox
Best for: Agencies managing large, complex, multi-channel media programs.
Rockerbox is a media measurement and multi-touch attribution platform that helps agencies understand how online and offline channels work together across client accounts. It supports channels like paid media, direct mail, TV, and podcasts.
Rockerbox is most useful for high-level measurement, budget planning, and incrementality analysis rather than day-to-day optimization.
Why agencies use Rockerbox:
- Multi-touch attribution across online and offline channels
- Media mix modeling for budget planning
Incrementality testing to measure true channel impact
Rockerbox works best for agencies supporting enterprise clients with complex media strategies.
3. Google Looker Studio
Best for: Agencies with internal analytics expertise and custom reporting needs.
Google Looker Studio is a free reporting and dashboarding tool that allows agencies to build fully customized client reports. It connects to a wide range of data sources through native and third-party connectors.
Looker Studio offers flexibility and control, but it requires hands-on setup and ongoing maintenance to keep reports accurate and up to date.
Why agencies use Looker Studio:
- Free to use
- Highly customizable dashboards
- Works with many data sources via connectors
Looker Studio is best suited for agencies with the resources to manage data modeling, QA, and ongoing report upkeep.
4. Power BI
Best for: Agencies with technical teams building custom client reports.
Power BI is Microsoft’s business intelligence platform used by agencies that want full control over how client data is modeled, visualized, and shared. It pulls data from ad platforms, analytics tools, CRMs, and data warehouses to create fully customized dashboards.
Power BI is powerful, but it requires ongoing setup and maintenance. Most agencies use it alongside data connectors or attribution tools rather than as a standalone reporting solution.
Why agencies use Power BI:
- Highly customizable dashboards and reports
- Connects to a wide range of data sources
- Strong data modeling and transformation capabilities
Power BI works best for agencies that have dedicated analytics resources and need tailored reporting for complex client requirements.
How to Choose the Right Reporting Tool for Your Agency
Before choosing a reporting tool, agencies should ask:
- Do we need attribution clarity or just visualization?
- How much time are we spending maintaining reports?
- Can clients easily understand the data?
- Can we scale this across all clients consistently?
For agencies focused on revenue clarity, trust, and long-term client retention, accurate attribution matters more than flashy charts.
Final Thoughts
The best reporting tools do not just show numbers. They help agencies explain performance, defend strategy, and guide smarter decisions.
If your agency is tired of reconciling Meta, Google, and Shopify numbers or answering the same “why does this not match?” questions, tools like ThoughtMetric can change the entire reporting conversation.
Clear data builds confident clients. Confident clients stick around.
Book a ThoughtMetric demo and see how to simplify reporting, improve attribution, and build client trust.
Book a ThoughtMetric demo and see how to simplify reporting, improve attribution, and build client trust.
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