PROGRAMMATIC SEO·APR 16·8 MIN
Content velocity with AI agents: 60 articles a day
Field notes on running an AI writer agent swarm for programmatic SEO: the orchestration pattern, quality control, and where velocity actually compounds.
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Topical cluster
Programmatic SEO & Content Ops
How to ship large volumes of SEO content without triggering a Helpful Content demotion. Topical cluster architecture, entity SEO, MDX as a CMS, AI-assisted grounding, schema strategy, and the content operations loop that keeps quality above Google's evolving thresholds.
12 postsFor: Solo operators and content leads scaling SEO output without losing E-E-A-T
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PROGRAMMATIC SEO·MAR 27·7 MIN
Programmatic SEO without the Helpful Content demotion risk
A contrarian take on programmatic SEO and the Helpful Content Update. The risk is not scale or AI authorship. The risk is utility. Here is how to design for it.
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PROGRAMMATIC SEO·MAR 17·8 MIN
Schema markup for DTC product pages: what earns rich results
A walkthrough of Product, Offer, Brand, Review, and Breadcrumb schema for DTC product pages in 2026, including the first-party review gate Google added.
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PROGRAMMATIC SEO·FEB 20·8 MIN
Topical cluster architecture for DTC: hub-and-spoke that works
A pattern library for topical cluster architecture on DTC sites, covering pillar selection, spoke depth, internal linking, and Google's topical authority model.
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PROGRAMMATIC SEO·FEB 19·7 MIN
Core Web Vitals and SEO: the correlation that holds in 2026
Field notes on Core Web Vitals and SEO ranking correlation in 2026, including the INP switch that replaced FID and why DTC Shopify stores fail it quietly.
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PROGRAMMATIC SEO·FEB 9·7 MIN
E-E-A-T signals for small brands: the eight you can control
Field notes on eight E-E-A-T signals small brands can actually set up without a PR budget, covering author pages, schema, external coverage, and review cadence.
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PROGRAMMATIC SEO·FEB 5·7 MIN
Internal linking automation that does not create link farms
A pattern library for automated internal linking on programmatic sites, covering semantic neighbors, anchor variation, and how to avoid the link-farm trap.
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PROGRAMMATIC SEO·FEB 4·7 MIN
Author brand versus programmatic scale: where the line sits
The tension between author-brand SEO and programmatic scale is real. Here is where the line actually sits in 2026, and why named authors change the math.
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PROGRAMMATIC SEO·JAN 23·8 MIN
AI-assisted content with real grounding: the writer agent stack
Field notes on what real grounding looks like inside an AI writer agent pipeline, including the five grounding levels and where most AI content fails the test.
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PROGRAMMATIC SEO·JAN 22·8 MIN
Entity SEO for ecommerce: the Wikipedia-shaped opportunity
A pattern library for entity SEO in ecommerce, covering Wikipedia, Wikidata, Organization schema, and the entity graph that Google actually reads.
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PROGRAMMATIC SEO·JAN 12·7 MIN
MDX as a content management system: when Contentful is overkill
A decision log for using MDX in a Git repository as the primary content management system, with the tradeoffs against headless CMS and WordPress for DTC sites.
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Why this matters.
Programmatic SEO has a reputation problem. The 2023-era playbook of generating ten thousand templated city-pages is what triggers Helpful Content demotions in 2026. The version that still works is more careful: topical clusters of 12-20 long-form articles each, every piece grounded in real operator experience, AI-assisted drafting with human editorial review on every paragraph, and a schema layer that lets Google and the LLMs parse the content cleanly. The output looks like an editorial publication, not a content farm.
This cluster documents the operations behind that approach. Cluster architecture decisions, primary-keyword research without third-party tools, MDX as a content management system that avoids vendor lock-in, AI-assisted writing with grounding so the output is not generic, schema strategy for BlogPosting and FAQPage, and the editorial review loop that catches the tells. Each piece is grounded in real production work scaling content past 200 articles without losing topical authority.
If you run content for a brand and the existing playbook is hitting a quality ceiling, start with the hub piece on cluster architecture before the next quarter's content plan.
Other clusters
Attribution
Attribution & CAPI
Server-side tracking, dedup, and the math behind DTC attribution.
Shopify
DTC Shopify Infrastructure
Theme architecture, metafields, agent-orchestrated builds, Hydrogen decisions.
Healthcare
Healthcare & Compliance
HIPAA-aware Next.js, audit trails, and regulated DTC patterns.
Solo brand
Creative-Tech Solo Brand
The hybrid creative-director-who-codes operating system.
Pricing
Services Business & Pricing
Productizing services, pricing strategy, and the retainer exit.
Lifecycle
Email & Lifecycle Marketing
Klaviyo flow architecture, retention math, and the LTV playbook.
Agents
AI Agent Engineering
Claude Code sub-agents, MCP servers, skills, and the orchestration stack.
Analytics
Analytics & Data Infrastructure
GA4, BigQuery, and the warehouse-first analytics rebuild.
Conversion
Ecommerce Conversion & UX
PDP patterns, cart decisions, checkout extensions, and the CRO stack.
Paid Social
Paid Social Performance
Meta, TikTok, and Google Ads for DTC operators who also own the data.
Brand
Brand Architecture & Design Systems
Visual identity, naming ladders, and design systems that scale with the business.
Shopify Apps
Shopify App Ecosystem
Selecting, configuring, and replacing the third-party stack on Shopify.
Fractional
Fractional Ops & Service Leadership
Running a high-leverage fractional practice without becoming an agency.
Image AI
Local AI Image Generation
Running Flux, Z-Image, and Qwen locally without the cloud-API bill.
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