DataWorks
Without visibility, you're flying blind. Without correlation, you're guessing.
Mailchimp's Analytics AI: The Math Behind the Conversational Shift
Mailchimp's Analytics AI eliminates the gap between data and decision by letting marketers ask questions in plain language and get strategic answers they can act on immediately. No more dashboard builds, no analyst queues—just the first platform-level acknowledgment that the bottleneck was never the data itself.
AI's Shortlist Is the New B2B Battleground – And Most of Us Aren't Even on It
Here's the uncomfortable truth: 51% of B2B buyers now start their research with AI chatbots instead of Google, and 96% of companies are invisible during AI-driven discovery. If you're not on the algorithm's shortlist, you're not competing – you simply don't exist.
Profound vs. Scrunch AI for AEO ROI: The Real Comparison Starts With Attribution
AEO is colliding with marketing automation in 2026—and that changes what ROI even means when you compare tools like Profound and Scrunch AI. The real difference isn't in features; it's in whether the tool can survive contact with your attribution system.