Blog
Insights on data enrichment, CRM hygiene, AI agents and the modern GTM stack. Practical guides, honest comparisons, no vendor marketing.
AI Prospecting Tools in 2026: The Three Categories You Need to Know.
Almost every B2B tool now calls itself “AI-powered”. Here’s a simple framework to help you tell which category each tool actually belongs to — and which one fits your team.
Autonomous Lead Research with AI Agents.
OpenClaw, Claude, or ChatGPT as the brain. ListPlus as the data engine. How AI agents are replacing visual workflow builders for B2B lead generation.
Why AI agents need a different enrichment stack than sales reps
Most enrichment tools were designed for a human operator clicking through a UI. AI agents need something else. Here's what breaks, and what actually works.
What happened to Clearbit Connect? The full timeline.
Clearbit Connect — the Chrome and Outlook add-in that enriched email senders — sunsetted in 2024. Here's what happened, what came next, and how to replace it.
The 8 best data enrichment tools in 2026
An honest breakdown of the top B2B data enrichment tools — where each shines, where each falls short, and how to pick the right one for your stack.
HubSpot data enrichment: The complete 2026 guide
Everything you need to know about enriching HubSpot contacts and companies automatically in 2026 — providers, setup, common gotchas, and field mapping patterns that actually work.