
AI Sales Systems vs Traditional CRM Automation
Traditional CRM automation fires rules; AI sales systems reason about each lead. Here's how they differ, where each wins, and how to combine them.
Posts tagged growth engineering collect Will Spurlock's writing on this topic. The three newest excerpts: Traditional CRM automation fires rules; AI sales systems reason about each lead. Here's how they differ, where each wins, and how to combine them. Not every task is worth automating. Here are the manual workflows with the highest ROI when you replace them with AI agents, ranked by payback speed. Point an AI agent at a deployed site, give it a single Lighthouse scalar to maximize, and let it ratchet validated SEO wins into git overnight. Here is the full AutoSEO architecture.
5 posts as of 2026-07-03, counted from content/blog frontmatter
Discover insights and strategies for leveraging technology in business
Posts tagged growth engineering collect Will Spurlock's writing on this topic. The three newest excerpts: Traditional CRM automation fires rules; AI sales systems reason about each lead. Here's how they differ, where each wins, and how to combine them. Not every task is worth automating. Here are the manual workflows with the highest ROI when you replace them with AI agents, ranked by payback speed. Point an AI agent at a deployed site, give it a single Lighthouse scalar to maximize, and let it ratchet validated SEO wins into git overnight. Here is the full AutoSEO architecture.
5 posts as of 2026-07-03, counted from content/blog frontmatter.
Start with "AI Sales Systems vs Traditional CRM Automation". Traditional CRM automation fires rules; AI sales systems reason about each lead. Here's how they differ, where each wins, and how to combine them.