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Notes

Notes from the build

Working notes on GoHighLevel and n8n for home-services and aesthetics marketing agencies. Patterns, edge cases, and the engineering decisions that don't fit in a snapshot.

·9 min read

Why Pest Operators Hire an AI Automation Engineer

Your GoHighLevel was built by a VA, then staff, then a contractor. Nobody owns it, tags are a mess, and you can't trust the reports. The fix is not another tool. It is an AI automation engineer who audits, rebuilds, and runs the layer alongside your field software.

AI Automation EngineeringGoHighLeveln8nPest Control
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·8 min read

Agent Experience (AX): Your Website Has a Second User Now

Agent Experience (AX) is the experience an AI agent has using your site. Google shipped an agentic score in May 2026, but it is not a search ranking factor.

Agent ExperienceAXGEOAI Search
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·9 min read

What Is Agentic Browsing in PageSpeed Insights? (And How to Pass the llms.txt Check)

Google added an Agentic Browsing score to PageSpeed Insights in May 2026. Here is what it checks, why it exists, and how to pass the llms.txt audit.

Agentic BrowsingPageSpeed Insightsllms.txtGEO
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·8 min read

Who Owns Your GoHighLevel and n8n Automations?

In most multi-location pest operations, nobody owns the GoHighLevel and n8n build. It still runs, but no one can change it safely. That is automation debt.

GoHighLeveln8nPest ControlAutomation
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·8 min read

Elon Musk's 5-Step Algorithm: Delete Before You Automate

Elon Musk's 5-step algorithm: question, delete, simplify, accelerate, automate. Why automating first burns money, and how I run it on GoHighLevel and n8n.

Process DesignAutomationAI Automation EngineeringClaude Skills
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·7 min read

Why Your Multi-Location Pest Leads Slip Through GoHighLevel

Your multi-location pest leads slip after-hours, your reports cannot be trusted, and nobody owns the GoHighLevel build. Here are the six places it breaks, with the numbers, and how I fix each one with GoHighLevel and n8n.

GoHighLeveln8nPest ControlLead Intake
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·16 min read

Claude Code Skills for Marketing: 3 I Built and Use

Three open-source Claude Code skills I built for marketing: offer audit (Hormozi), influence audit (Cialdini), and blog assistant. I use them on my brand work.

Claude CodePluginsAuditOpen Source
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·12 min read

What Is an AI Automation Engineer?

An AI automation engineer connects AI to the workflows your home-services or aesthetics agency already runs. What we do, what we cost, when to hire one. GoHighLevel-focused.

AIAutomationGoHighLeveln8n
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·13 min read

I Killed My Webflow Service. Here's What Happened in 30 Days.

For years I hunted Webflow leads. The work kept thinning as AI commoditized site-builds. A month ago I switched to AI automation only. Four signed in three weeks.

AIAutomationGoHighLeveln8n
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·10 min read

n8n vs Make: Which One I Reach For First

I default to n8n. Here's the trade-off I run for home-services and aesthetics marketing agencies, when Make is the right call, and the one question that beats every feature comparison.

n8nMakeComparisonGoHighLevel
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