Lab Notes & Resources

Practical AI knowledge. No hype. No gatekeeping.

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Guides, case studies, technical explainers, and honest assessments of what's working in AI for small business — from the team that builds it every day.

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Welcome to Lab Notes

Practical AI knowledge for small business — no hype.

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AI for Small Business Workflow Automation MCP Agent Readiness

All AI for Small Business AI Voice Agents MCP Servers & AI Fluency AI Agent Readiness & GEO Workflow Automation Integration Patterns Case Studies Lab Notes

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AI Agent Readiness & GEO

GEO vs. SEO: What's Different, What Stays the Same, and What to Do First

You know SEO. But GEO is how your business gets cited by AI. Here's what changed, what didn't, and where to start.

Jul 20, 2026 · 6 min read

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AI Agent Readiness & GEO

Generative Engine Optimization (GEO) for Small Business: How to Show Up in AI Search

AI search engines are replacing Google for your customers. Here's how to make sure your business shows up when AI recommends solutions.

Jun 28, 2026 · 10 min read