Most lead scoring measures interest, not fit
Companies score leads on engagement (opens, clicks, page views), then wonder why the high scores don't close. Engagement shows interest. It doesn't show fit.
Two things decide an AI note-taker, and accuracy isn't one
Transcription accuracy is a given now. What matters is whether a bot announces itself in your meeting and where the recording lives. Here's how to pick, and where each one stops being enough.
AI SDR tools, honestly compared, and when you don't need one
The AI SDR market is full of bold promises, hidden prices and at least one real scandal. What works, what the categories mean, and how to tell if you need one at all.
Best AI lead generation tools, honestly compared (2026)
AI lead-gen has split into dozens of tools that each solve one piece. Here's what works, what it costs, and the one thing (data accuracy) that decides whether it pays off.
Clay vs Apollo vs ZoomInfo: which data tool for which team
These three tools get compared as rivals, but they do different jobs. For most mid-market teams the answer is a combination. Here's the breakdown by team size and budget.
The honest AI sales stack: the 5 to 6 tools you need
The average B2B team runs 12 sales tools. The best run 6. Here's a lean stack, layer by layer, that covers a real sales motion, and the categories you can skip.
What is conversation intelligence? A plain guide
Conversation intelligence records, transcribes and analyses your sales calls. What it does, how Gong and Chorus compare, and the cheaper tier the big vendors don't mention.