My Blog_

Insights on marketing, technology, and growth strategies

Research

March 16, 2026 • 24 min read

A Framework for Simulating AI Retrieval to Measure Content Visibility

A technical methodology for simulating how LLM retrieval pipelines find, extract, and score web content

Research

March 9, 2026 • 22 min read

Why the AI Visibility Market is Measuring the Wrong Thing

An analysis of 80+ tools, a structural blind spot shared by every one of them, and why the industry confused consequences for causes

Research

March 2, 2026 • 20 min read

Towards a Quantitative AI Visibility Score: A Dimensional Framework

The first weighted composite scoring model for AI search visibility — entity strength, retrieval simulation, and commerce readiness

Research

February 23, 2026 • 18 min read

Towards a Commerce AI Readiness Framework: Four Dimensions for Measuring Agentic Accessibility

The first structured scoring model for measuring e-commerce accessibility to autonomous AI agents

SEO

February 16, 2026 • 12 min read

How AI Search Engines Rewrite SERPs Using Entity Graphs

And how to engineer your content for entity extraction and citation in the age of AI-generated answers

SEO

February 5, 2026 • 14 min read

Programmatic GEO Pages at Scale Using Search Intent Clustering

How to build scalable local SEO pages using AI validation and intent clustering without

Analytics

February 1, 2026 • 15 min read

Measuring Visibility Loss to AI Answers Using Click-Through Suppression Models

How to quantify traffic loss caused by AI-generated answers and build CFO-level

SEO

January 27, 2026 • 13 min read

Engineering Content for Citation by AI Search Engines

How to optimize content for AI retrieval and citation, not just rankings—turning your pages into trusted sources

Local SEO

January 23, 2026 • 14 min read

Local SEO Without Maps: How AI Uses Unstructured Location Signals

How AI-driven search determines local relevance without maps or business listings

AI Research

January 19, 2026 • 16 min read

Reverse-Engineering AI Answer Sources Using Prompt Injection Audits

How to scientifically observe AI source selection behavior through controlled

Content Strategy

January 16, 2026 • 17 min read

Content Decay in the Age of AI: Predicting When a Page Will Stop Being Referenced

How to forecast content decay using time-series data, AI citation logs, and topic

Technical SEO

January 12, 2026 • 15 min read

Using Log File Analysis to Detect AI Crawler Behavior Before Google Reports It

How to fingerprint AI crawlers at the server level and detect new bot behavior

Technical SEO

January 7, 2026 • 14 min read

Schema Beyond Rich Results: Feeding Knowledge Graphs for AI Consumption

How schema markup becomes machine-readable truth for AI systems—moving beyond rich

Analytics

January 3, 2026 • 18 min read

Building an AI-Search Visibility Dashboard Using GA4, GSC, BigQuery & Looker

How to build executive-ready AI impact monitoring using modern data stack

Let's Work Together_

Have a project in mind? Let's create something amazing together.

Get In Touch LinkedIn