05 / Field Notes

Blog

Practitioner-level writing on technical SEO, schema architecture, AI search optimization, and the systems behind modern organic growth.

12 min read

How to Optimize for AI Answer Engines in 2026

A practitioner's guide to AEO — not theory, not a tool pitch. What actually works to get your brand cited in ChatGPT, Google AI Overviews, and Perplexity, based on building an AEO program across 50+ websites.

AEO AI Search Structured Data Entity SEO
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14 min read

Building a Scalable Schema Markup Architecture for Multi-Location Businesses

How I designed and deployed standardized JSON-LD schema templates across hundreds of service pages for a multi-location home services brand. A case study in schema architecture at scale.

Schema Markup JSON-LD Multi-Location SEO Technical SEO
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9 min read

Writing for Search Engines and AI at the Same Time

Content needs to rank in Google and get cited by ChatGPT, Gemini, and Perplexity. A practical guide to writing content that performs in both traditional search and AI answer engines.

Content Strategy AEO AI Content SEO Writing
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12 min read

What 20+ Site Migrations Taught Me About Technical SEO at Scale

Lessons from migrating 20+ websites to an enterprise CMS without losing rankings. A practitioner's guide to redirect mapping, crawl budget, schema preservation, and post-migration monitoring.

Site Migration Technical SEO Redirect Mapping Enterprise SEO
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10 min read

How to Build a Content Engine That Drives Organic Leads, Not Just Traffic

Most content teams optimize for traffic when they should optimize for pipeline. How I built a full-funnel content engine across 50+ websites that connects organic content to lead generation and revenue.

Content Strategy Lead Generation Full-Funnel Content SEO Content
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11 min read

Local SEO at Scale: Managing Hundreds of Locations Without Losing Your Mind

How I built a local SEO system that scales across hundreds of locations. Location page architecture, Google Business Profile management, local listing consistency, and internal linking for multi-location brands.

Local SEO Multi-Location SEO Google Business Profile NAP Consistency
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