Causality Engine vs. Endear Comparison


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About Most attribution tools tell you which ads a customer clicked before buying. That is correlation. Causality Engine tells you what would have happened to your revenue if you had never run those ads. That is causation. We use causal inference, the same statistical methodology behind clinical drug trials, to calculate the incremental revenue each marketing channel actually generates. Not touched. Not assisted. Actually caused. The math is simple: if Meta reports 4.2x ROAS but your total revenue stays flat when you cut spend by 30%, those conversions were going to happen anyway. Causality Engine quantifies exactly how much. Connect your GA4 and Shopify data. Get your first causal analysis in under 5 minutes. No tracking pixels, no cookies, no complex integrations. Just upload your data and see which channels create real growth and which ones take credit for growth that was already happening. One-time analysis: $99. Continuous intelligence: $299/month.	About Endear is a an AI-powered retail CRM and clienteling platform that puts customer intelligence directly in the hands of brands and their store associates. Deployed across more than 2,000 locations worldwide, the platform consolidates customer data into unified profiles and uses AI to surface actionable outreach recommendations that tell reps who to contact, why now, and with what message. Native support for SMS, email, and WhatsApp means outreach happens without switching tools, and every interaction is automatically tracked and tied to revenue. For retail tech and operations teams, Endear slots into existing workflows and delivers clear attribution data, turning store-level activity into quantifiable pipeline. The platform has contributed to over $1 billion in attributed sales, with the reporting to back it up.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Supported iPad Supported Android Supported Chromebook Not Supported
Audience Shopify e-commerce brands in beauty, fashion, and lifestyle running $10K+ monthly ad spend across Meta, Google, and TikTok. Specifically: founders, heads of growth, and marketing leads at brands doing $1M to $50M annual revenue who need to understand which channels drive incremental sales versus which ones claim credit for conversions that were already going to happen. Currently using tools like Triple Whale, Northbeam, or native platform dashboards and questioning whether the numbers reflect reality.	Audience Businesses wanting a solution to increase traffic, streamline customer engagement, and drive sales
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos No images available	Screenshots and Videos View more images or videos
Pricing $99/month Free Version Not Supported Free Trial Not Supported	Pricing $350/mo For complete pricing information, please visit our website. Free Version Not Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Supported Live Online Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Supported
Company Information Causality Engine Founded: 2023 Netherlands causalityengine.ai	Company Information Endear Founded: 2016 United States endearhq.com
Alternatives Stella	Alternatives Salesfloor
Lifesight	Foyer
Bliss Point by Tinuiti Tinuiti	Red Ant
Haus	Concierge by Mad Mobile Mad Mobile
Data Poem View All	Immerss Live Commerce Immerss View All
Categories Marketing Attribution Supported	Categories Clienteling Supported

Integrations Shopify Supported Alloy Not Supported Emarsys Not Supported Gladly Not Supported Google Analytics Supported Google Cloud BigQuery Not Supported Gorgias Not Supported Heartland Retail Not Supported Iterable Not Supported Klaviyo Not Supported Lightspeed Retail Not Supported Meta Ads Supported Microsoft Dynamics 365 Not Supported ReturnPro Not Supported Shopify Plus Not Supported Square POS Not Supported Teamwork Commerce Not Supported Vend Not Supported WhatsApp Not Supported Zapier Not Supported Show More Integrations View All 3 Integrations	Integrations Shopify Supported Alloy Supported Emarsys Supported Gladly Supported Google Analytics Not Supported Google Cloud BigQuery Supported Gorgias Supported Heartland Retail Supported Iterable Supported Klaviyo Supported Lightspeed Retail Supported Meta Ads Not Supported Microsoft Dynamics 365 Supported ReturnPro Supported Shopify Plus Supported Square POS Supported Teamwork Commerce Supported Vend Supported WhatsApp Supported Zapier Supported Show More Integrations View All 23 Integrations
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