Blog
Guides, comparisons, context.
Insights on data enrichment, CRM hygiene, AI agents and the modern GTM stack. Practical guides, honest comparisons, no vendor marketing.
Clay pricing in 2026, explained
Four plans, two currencies and a few gates that decide your real bill. Here is how Clay's pricing works since March 2026, and how to estimate what a usable contact costs you.
Read articleCatch-all emails: what they are and how to send to them safely
Between a fifth and half of B2B addresses can't be confirmed by any standard verifier. Here is why, what it means for your bounce rate, and what to do about it.
Read articleWaterfall enrichment, explained
Why every serious enrichment setup now asks several providers in turn, how to order them, and what a waterfall can't fix on its own.
Read articleEmail bounce rate: what's good in 2026 and how to stay under 2 percent
The thresholds that matter for cold email, where bounces really come from, and a checklist you can run on every list before it goes out.
Read articleAI 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.
Read articleAutonomous 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.
Read articleWhy 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.
Read articleWhat 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.
Read articleThe 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.
Read articleHubSpot data enrichment: The complete 2026 guide
Everything you need to know about enriching HubSpot contacts and companies in 2026 — providers, setup, common gotchas, and field mapping patterns that actually work.
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