AI outbound tools are officially ruining cold email.

Every single day, my inbox is flooded with "AI-personalized" cold emails.
"Hey [Name], saw you went to [University] and like [Hobby from LinkedIn]. Let's jump on a call?" It’s generic, it’s lazy, and everyone can spot it from a mile away. The bottleneck of B2B outreach in 2026 isn't volume anymore—it's actual, deep relevance. Most AI tools just scrape a surface-level bio and call it a day, while charging you $100+/month for the privilege.

I got so frustrated with this that I actually built my own system (AutoSales) to fix it. Instead of just pulling LinkedIn bios, I made it scan the prospect’s actual company tech stack and recent pain points before writing a single word. It cut out my need for 4 different tools (leads, email, LinkedIn, follow-ups) and actually brings me ~20 meetings a month now.

But I’m curious about your take: Has AI personalization completely dead-ended for you guys? Or are you actually seeing good reply rates with current tools without spending a fortune on a massive tech stack?