Mipler — Advanced Reports vs PlusSales ‑ AI A/B Testingfor Shopify (2026)
Mipler — Advanced Reports and PlusSales ‑ AI A/B Testing, while both categorized under Analytics on Shopify, cater to distinct needs. Mipler focuses on comprehensive data reporting and visualization, allowing merchants to create custom reports and dashboards using various data points, including metafields and tags. Its strength lies in its ability to generate sales, financial, customer, and inventory reports, with features like real-time support for custom report creation and scheduled email delivery. PlusSales ‑ AI A/B Testing, on the other hand, is geared towards Conversion Rate Optimization (CRO) by analyzing store performance and generating testable hypotheses using AI. PlusSales automates the research phase of CRO, connecting to GA4 and analyzing UX issues to provide prioritized recommendations for A/B testing. It excels at identifying areas for improvement on the homepage, product pages, cart, and checkout, offering structured hypotheses to increase conversions. Mipler is designed for merchants needing in-depth data analysis and custom reporting, while PlusSales targets those seeking to improve their store's conversion rate through data-driven experimentation.
At a Glance
Mipler — Advanced Reports
492 reviews
PlusSales ‑ AI A/B Testing
6 reviews
Detailed Overview
Mipler — Advanced Reports
Easily build custom reports and dashboards with metrics to visualize any data from your store.
Key Features
- Real-time support: Let us create your custom reports for you.
- Safely share any report using public links, no need for Shopify admin access.
- Send report as attachments (CSV, Excel, or PDF) via scheduled emails.
- Gain comprehensive insights using tags, metafields, and note attributes.
- AI Assistant that helps create or adjust reports, and even add new columns.
PlusSales ‑ AI A/B Testing
AI-powered CRO research that turns your analytics into test-ready hypotheses.
Key Features
- Analyzes your store across homepage, product pages, cart, and checkout.
- Connects to your analytics to pull funnel drop-offs, page performance
- Outputs structured hypotheses using IF-THEN-BECAUSE format with expected impact,
Feature Comparison
| Rating | 5/5 | 5/5 |
Rating Mipler — Advanced Reports5/5 PlusSales ‑ AI A/B Testing5/5 | ||
| Reviews | 492 | 6 |
Reviews Mipler — Advanced Reports492 PlusSales ‑ AI A/B Testing6 | ||
| Primary Focus | Custom Reporting and Data Visualization | AI-powered A/B Testing Hypotheses |
Primary Focus Mipler — Advanced ReportsCustom Reporting and Data Visualization PlusSales ‑ AI A/B TestingAI-powered A/B Testing Hypotheses | ||
| Data Sources | Shopify Data (metafields, tags, etc.) | Google Analytics 4 (GA4) |
Data Sources Mipler — Advanced ReportsShopify Data (metafields, tags, etc.) PlusSales ‑ AI A/B TestingGoogle Analytics 4 (GA4) | ||
| Target Merchant | Merchants needing comprehensive data insights | Merchants focused on Conversion Rate Optimization |
Target Merchant Mipler — Advanced ReportsMerchants needing comprehensive data insights PlusSales ‑ AI A/B TestingMerchants focused on Conversion Rate Optimization | ||
| Key Feature | AI Assisted Report Creation | Automated Hypothesis Generation |
Key Feature Mipler — Advanced ReportsAI Assisted Report Creation PlusSales ‑ AI A/B TestingAutomated Hypothesis Generation | ||
| Reporting Output | Custom Reports, Dashboards, Exports (CSV, Excel, PDF) | Structured IF-THEN-BECAUSE Hypotheses |
Reporting Output Mipler — Advanced ReportsCustom Reports, Dashboards, Exports (CSV, Excel, PDF) PlusSales ‑ AI A/B TestingStructured IF-THEN-BECAUSE Hypotheses | ||
| Support | Real-time support for report creation | Not explicitly mentioned |
Support Mipler — Advanced ReportsReal-time support for report creation PlusSales ‑ AI A/B TestingNot explicitly mentioned | ||
| Ease of Use | Likely higher complexity due to custom reporting | Potentially easier setup, relies on existing GA4 data |
Ease of Use Mipler — Advanced ReportsLikely higher complexity due to custom reporting PlusSales ‑ AI A/B TestingPotentially easier setup, relies on existing GA4 data | ||
| Value Proposition | Unlock granular insights & easily create custom reports | Automate CRO research, data-backed testing ideas |
Value Proposition Mipler — Advanced ReportsUnlock granular insights & easily create custom reports PlusSales ‑ AI A/B TestingAutomate CRO research, data-backed testing ideas | ||
- Conversion Audit
- Speed Audit
- SEO Audit
Conversion Audit
Our Verdict
For merchants needing deep dives into their store's data and the ability to create highly customized reports, Mipler — Advanced Reports is the clear choice. Its strong user rating and extensive feature set, including real-time support and flexible data exports, make it ideal for businesses requiring comprehensive analytics. However, merchants primarily focused on improving their store's conversion rate through A/B testing should opt for PlusSales ‑ AI A/B Testing. Despite the low number of reviews, its AI-powered hypothesis generation and integration with GA4 offer a streamlined approach to identifying and testing potential improvements. Consider Mipler for data exploration and PlusSales for conversion optimization.
Common Questions
Can both apps connect to Google Analytics?
Mipler does not explicitly state GA4 connection in its listing. PlusSales utilizes GA4 to gather and interpret customer data, whereas Mipler works with the data available in Shopify itself.
Which app is easier to use for a non-technical user?
PlusSales could be easier to use due to the AI automating the analysis and providing ready-to-implement hypothesis. Mipler, while powerful, requires more user configuration for custom reports.
Which app is better for creating financial reports?
Mipler is the better choice for financial reports. It explicitly mentions generating financial reports as a key capability, which PlusSales does not offer. PlusSales focuses on UX and conversion improvements and doesn't involve financial data.
Does either app integrate with CRMs (Customer Relationship Management)?
Neither app description explicitly mentions integrations with CRMs. Mipler focuses on Shopify data and data exports, and PlusSales concentrates on GA4 data for A/B testing recommendations.
How do the support offerings compare?
Mipler boasts "real-time support" to help create custom reports, which is significant for new users. PlusSales doesn't highlight a specific support offering in its description, making Mipler's support a substantial advantage for some users.
Which app helps with my inventory analysis?
Mipler allows users to generate inventory reports whereas PlusSales does not offer any Inventory analysis features.
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