Best AI Marketing Analytics Tools for Campaign Measurement 2026

Marketing attribution in a cookieless world is genuinely hard. AI analytics tools exist specifically to solve this — modeling conversion paths across channels where tracking is incomplete. Some are genuinely useful. Some are expensive dashboards that tell you what you already know. Tested five on real ad accounts.