- Help Center
- Analyze Results
- Recommendations
-
Getting Started
-
Configuration
- Targeting
- Split URL
- Product Testing
- Full Stack
- Experiment Management
- CSP Configuration
- Experiment Execution
- Reports
- Exit Popups
- GTM Integration
- Troubleshooting
- Performance Optimization
- Event-Triggered Changes
- Holdout Groups
- Split URL Pages
- URL Parameters
- DataLayer
- Menu Configurations
- Traffic Exclusion
- Experiment Scheduling
- Dynamic Element Changes
- Price Targeting
- Experience Scheduling
- Privacy
- Hash Changes
- Async Tracking
- Selective Installation
- CSS Selectors
- Vue.js Integration
- Page Content
- Multipage Split URL
- Organic Traffic
- Visual Editor
- Server-Side Testing
- Traffic Bucketing
- GDPR Warnings
- Statistical Confidence
- Browser Privacy
- Query Parameters
- Embedded Videos
- Tracking Code Execution
- Simultaneous Experiments
- Tags
- Deployments
- Disable Testing
- Locations
- Programmatic Bucketting
- Query Parameter Handling
- Convert Library
- Variation Previews
- Experiment Editing
- Opt-Out Script
- Data Reset
- Body Hiding
- Visit-Specific Variations
- Variation Styling
- Preview Issues
- Variation Editing
- Full-Site Testing
- Blinking Variations
- Cross-Domain Cookies
- Regex Support
- Conversion Tracking
- SPA Testing
- Project Setup
- Cross-Domain Tracking
- Geo-Targeting
- Analytics Tools
- Campaign Tags
- Previewing
- IDs
- Query String Targeting
- Bounce Rate Goals
- Bot Filtering
- Query String Variables
- Custom Audiences
- Redirects
- Baseline
- Tracking Code Location
- Secure Cookies
- AngularJS
- Cloudflare
- Code Installation
-
Track Goals
- Form Tracking
- Cookie Management
- iFrame Click Tracking
- Performance Optimization
- Revenue Tracking
- Interaction Goals
- Form Submissions
- Advanced Goals
- Lazy Loading
- Multi-Conversions
- URL Parameters
- Bounce Rate Goals
- DataLayer Integration
- Scroll Depth
- Social Interactions
- Page Views
- Marketo Forms
- Feature Analysis
- AJAX Forms
- Revenue Tracking via GTM
- Order Outliers
- Cumulative Revenue
- Goal Templates
- Adding Revenue Goals
- JS-Based Goals
- Goal Basics
- Google Analytics Goals
- Social Sharing
- Dynamic Goals
- Typeform Integration
-
Target Visitors
- Geolocation
- Interaction Goals
- Goal-Based Targeting
- Weather Targeting
- Cookie-Based Targeting
- Page Visits
- Audience Management
- Audience Segmentation
- Experiment Targeting
- Advanced Audience Creation
- Audience Templates
- Audience Creation
- Data Layer Integration
- Manual Activation
- JavaScript Conditions
- Device Targeting
- Language Targeting
- IP-Based Exclusion
- Visitor Management
- Page Tagging
- Cookies
-
Troubleshooting
- Google Warnings
- Visual Editor
- HTTPS Content
- Logs
- Support Options
- Bootstrap
- Cookie Blocking
- Change History
- Mobile Debugging
- AdWords
- Bot Exclusion
- Domain Issues
- Cloudflare Issues
- Monitoring
- Cloaking Penalties
- Goal Editor Issues
- Variations
- Snippet Performance
- Changes Not Saved
- Blocked Visual Editor
- Goal Testing
- Visual Editor Browsing
- Experiment Issues
- Installation Verification
- Data Leak Prevention
- Usage Limits
- Experiment Previews
- GA4 Revenue
- Chrome Debugger Logs
- SPA Errors
- Checkout JSON Error
-
Analyze Results
-
Integrations
- Google Analytics
- Cookie Consent Platforms
- Microsoft Clarity
- Plausible
- Marketo
- HubSpot
- Tealium
- Smartlook
- Klaviyo
- Salesforce CRM
- FullStory
- Snowplow Analytics
- Webflow
- GA4 Roles
- Amplitude
- Segment
- React
- BigCommerce
- WooCommerce
- Active Campaign
- Google Tag Manager
- Mixpanel
- Zapier
- Inspectlet
- Crazy Egg
- LanderApp
- Unbounce
- Instapage
- Drupal
- PrestaShop
- Magento
- Roistat
- Piano Analytics
- Heap Analytics
- Kissmetrics
- Mouseflow
- Adobe Analytics
- Clicky
-
Account Management
-
Developers
-
What's New
-
Common Questions
-
Shopify
Experience Report Smart Recommendations
THIS ARTICLE WILL HELP YOU:
Introduction
Deriving meaningful insights from your experiences and applying them to improve your website conversion rate is your ultimate objective. The experience reports help you validate the hypothesis you test and derive a better understanding of your website's visitor behavior.
We introduced some smart recommendations on the experience report that are described below.
Enable Smart Recommendations
You can go to your Project Configuration and enable the Smart Recommendations from here:
View Smart Recommendations
There are two places where you can view these smart recommendations.
First, you can see some additional messages displayed on the summary part of the report:
Possible messages you can see depending on your results are:
- Significant & lift negative: We are observing that variant ${variant_name} is the best performing one with a negative lift of ${lift}%. The experiment for the goal ${primary_goal_name} is significant. We suggest to extract learnings and design a new hypothesis.
- Significant & positive lift: Congratulations! For ${primary_goal_name}, ${variant_name} is currently winning with an improvement of ${lift}%. The experiment is significant.”
- Insignificant, positive lift: More visitors are needed to draw a valid conclusion for ${primary_goal_name}. We only see that ${variant_name} is the best performing one with a lift of ${lift}%, but needs more visitors before a definitive conclusion can be given.
- Insignificant, negative lift: More visitors are needed to draw a valid conclusion for ${primary_goal_name}. Please keep the test running before a conclusion can be drawn.
Second, you can view some additional recommendations in the goals section:
- Congratulations {variation.name} is a winner, we are sure with 00% statistical confidence.
- Unfortunately, {variation.name} performed worse than the {baselineText}, we are sure with 00% statistical confidence.
- {variation.name} seems to be performing better than the {baselineText}, but we can't be sure yet
- It's too early to judge for {variation.name}