---
title: Reporting
description: 8 articles about Reporting from the Tacey Blog.
canonical: https://tacey.app/blog/tag/reporting
---
# Reporting

- [Shopify Analytics Gets App Events: What Marketers Can Now Track](/blog/shopify-analytics-gets-app-events-what-marketers-can-now-track): Shopify now lets you see activity from your marketing and loyalty apps directly inside your analytics, offering a clearer view of the entire customer journey.
- [Shopify Bubble Maps: A Visual Guide to Finding Your Sales Hotspots](/blog/shopify-bubble-maps-a-visual-guide-to-finding-your-sales-hotspots): Discover where your sales are coming from with Shopify's new bubble map reports, a visual tool for finding your most profitable regions.
- [Shopify Returns vs. Exchanges: A Financial Guide to Protect Your Sales Data](/blog/shopify-returns-vs-exchanges-a-financial-guide-to-protect-your-sales-d): Processing a Shopify exchange as a return can distort your sales data. Learn how to handle returns and exchanges without altering your total sales metrics.
- [The Unspoken Problem with Shopify Returns: Corrupted Sales Data](/blog/the-unspoken-problem-with-shopify-returns-corrupted-sales-data): Processing returns and exchanges in Shopify can retroactively alter your historical sales data, making accurate reporting and forecasting difficult.
- [The 'Messy Integrations' Problem: How to Audit Your Shopify App Stack in 2026](/blog/the-messy-integrations-problem-how-to-audit-your-shopify-app-stack-in): A bloated Shopify app stack costs you money and slows down your site; here is the process for auditing your tools, removing redundancies, and creating a more efficient store.
- [How Agentic Commerce Changes Shopify Analytics and Reporting](/blog/how-agentic-commerce-changes-shopify-analytics-and-reporting): As AI agents begin to handle online shopping, the standard Shopify analytics dashboard is becoming obsolete; merchants must now track new metrics to understand this growing sales channel.
- [Shopify Analytics Annotations: A Practical Guide to Tracking the 'Why'](/blog/shopify-analytics-annotations-a-practical-guide-to-tracking-the-why): Learn how to use Shopify's analytics annotations feature to add crucial context to your sales data and understand the story behind the numbers.
- [Shopify Analytics Just Changed: What the New Session Measurement Means](/blog/shopify-analytics-just-changed-what-the-new-session-measurement-means): Shopify's analytics changed in September 2026, altering how sessions are counted and affecting your store's key metrics.