Practical takes on lifecycle, intent, and AI follow-ups — written by founders shipping real funnels, not by content marketers writing about them.
/api/webhook/vibeseoThe leak is rarely pricing. It's the gap between 'signed up' and 'first useful outcome.' Here's how AI follow-ups close it.
Founders walk, talk, and ship. Voice notes capture more nuance per second than any brief — and AI can finally use them.
Hand-built audience rules don't survive contact with a real funnel. Continuous intent scoring is replacing them — and it's about time.
What used to be a quarterly project is now a coffee-break install. Here's the new minimum-viable lifecycle setup for a PLG founder.
Six surprising findings from running 1,000,000+ AI-generated emails across 142 SaaS funnels — including what *not* to automate.
AI doesn't change SPF, DKIM, or DMARC. It does change volume patterns — and that's where most teams quietly land in spam.