90.3% of marketing organizations now use AI agents somewhere in their martech stack — a number high enough that the real question for 2026 isn't whether to adopt AI tools, it's whether the stack around them can actually support what those tools need to work...
"AI agent" and "chatbot" get used interchangeably in most marketing copy, and the confusion isn't harmless — buying the wrong one for the job wastes budget on capability a business doesn't need, or leaves a real automation gap that a chat window was never going...
Coupon-code pages for business software are a strange corner of the internet. Half of them are legitimate, half are stale screenshots from a discount that expired last spring, and almost none of them tell you what to actually check before you type your business email...