Blog
Thinking out loud
On performance marketing, assistive agent optimization, revenue attribution, and the systems that connect them.
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25 articles
The Trademark Click Loss: When Your Own Brand Term Falls During a Content Ramp
Losing 90% of clicks on your own trademarked term during a content ramp is a leading indicator of larger quality issues. Here is how to diagnose it.
What I Want to Build Next
The old question was whether Google could find you. The new one is whether AI will choose you. Here is what I want to build next.
Why #1 Organic Rankings Now Produce Zero Clicks in YMYL
Position 1 on high-intent commercial YMYL queries now routinely produces zero clicks across months. The cause is the SERP environment itself, not your content.
AI Content at Scale Is Now a YMYL Liability
Templated AI content is now classified as the 'Lowest' quality category by Google's SQRG. The deindexing pattern is documented across HubSpot, CNET, and beyond.
Why Most Performance Marketers Cannot Legally Run RIA Paid Acquisition
Performance marketers default to urgency, social proof, and lifestyle creative. The SEC Marketing Rule prohibits most of it. Here's what is actually allowed.
Google's AI Optimization Guide Validates the AAO Framework. Here Is What It Sharpens.
Google's new AI search guide validates seven AAO gates and refines three. A framework owner's gate by gate breakdown of what shifted.
Threshold vs Forecast: How to Set Channel Validation Targets That Auto-Kill
Most marketers model expected close rates and pretend the model is the forecast. Threshold framing builds the kill switch directly into the channel budget.
Schema Is Necessary, Not Sufficient: When Technical SEO Excellence Loses to Authority
A mid-sized RIA built peer-equivalent schema architecture and still lost the click on its own trademarked term. Technical SEO is the floor, not the ceiling.
Crawled, Currently Not Indexed: Google's Quality Verdict on Your Content
When Google crawls a page, evaluates it, and refuses to index it, the status code is the most diagnostic SEO finding you can read. Here is what it means.
Back Button Hijacking: Google's New Spam Policy, June 15 Enforcement, and What to Fix Before
Google's new spam policy targets back button hijacking. Enforcement starts June 15, 2026. The real risk is AI citation loss, not just demotion.
WordPress Isn't Losing to Astro. It's Losing to AI Search.
WordPress fell to 42.2% market share. Astro doubled. The cause is structural: WordPress's plugin architecture fails four AAO gates by default.
Introducing Bayesian & Priors: Measure What AI Recommends
I built a marketing measurement company to answer one question no one else can. Is your business the one AI recommends?
Assistive Agent Optimization: How AI Decides What to Recommend
Ten sequential gates determine whether AI agents recommend your content. At 90 percent confidence per gate, only 35 percent survives the full pipeline.
From Behavioral Data to Buyer Intelligence
Transform raw behavioral data from GA4 and first-party sources into actionable buyer intelligence using systematic analysis frameworks.
Competitive Intelligence at Scale with AI Tools
Build systematic competitive intelligence operations using AI-powered tools like Crayon, Klue, and custom LLM workflows for real-time monitoring.
Cross-Channel Analytics Architecture
Design a unified analytics layer connecting GA4, your CRM, and BigQuery to measure marketing performance across every channel from one source of truth.
Data-Driven Marketing Operations
Build marketing operations infrastructure using CDPs, data warehouses, and automation pipelines that turn raw marketing data into strategic decisions.
Multi-Channel Optimization Playbook
A systematic playbook for multi-channel marketing optimization using incrementality testing and portfolio-style budget allocation across channels.
Marketing Attribution in the Post-Cookie Era
Privacy-preserving measurement strategies for marketing attribution using GA4 data-driven attribution and first-party data models.
The Content Operations Framework
Design modern content operations with AI-assisted production pipelines, quality gates, and systematic workflows that scale output without losing quality.
Content Optimization for AI Search: 11-Step Framework
An 11-step framework for optimizing content to rank in traditional search and earn citations from AI search engines like Google AI Overviews.
Content Marketing Strategy for the AI Search Era
Build a content marketing strategy that earns visibility in both traditional search and AI answer engines through AAO and structured content systems.
Content Marketing in 2026: Why the Funnel is Dead
The traditional marketing funnel no longer reflects how buyers discover and evaluate solutions in an AI-first, zero-click, social-first search landscape.
Topic Cluster Architecture: Outranking Enterprise Competitors
Build pillar-hub-spoke content structures that establish topical authority and outrank larger competitors in organic and AI search.
Technical SEO in 2026: The Infrastructure Audit
A diagnostic framework for technical SEO audits covering Core Web Vitals, crawl optimization, and INP benchmarks that determine search visibility.
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