Results

Overall Score39/100Market Signal 41 Shopify analytics stack with its own Snowflake warehouse, Polar Pixel attribution and incrementality tests.
Best for: Shopify and Shopify Plus brands spending heavily on Meta and Google ads that want attribution and incrementality without a data team.
Analytics

Overall Score37/100Market Signal 27 Microsoft's suite for data loss prevention, cataloging, compliance and eDiscovery across clouds.
Best for: Organizations on Microsoft 365 and Azure that need data protection and compliance controls in one admin portal.
Privacy & Compliance
From $12 per user/mo (annual billing; add-on requiring Microsoft 365 E3 or Office 365 E3 + EMS E3)Free trial

Overall Score37/100Market Signal 33 Multi-touch attribution, marketing mix modeling and incrementality testing.
Best for: Brands comparing attribution, MMM and incrementality in one place.
Analytics

Overall Score36/100Market Signal 34 Marketing platform linking pages, email, memberships, helpdesk, calendars, and behavioral automation.
Best for: Course sellers, membership businesses, and online marketers that want customer journeys spanning pages, email, products, support, and access control.
Website Builders

Overall Score35/100Market Signal 30 Enterprise consent and preference platform for privacy choices across websites, apps, and customer journeys.
Best for: Enterprise privacy and marketing teams that need centralized consent and preference management across multiple channels.
Privacy & Compliance