Distillations of what we know, drawn from decades of experience.

Growth architecture, agentic AI, and the systems underneath — the expertise we live in every day, written down and kept current. Every edit logged.

Google Analytics Hides Its Own AI thumbnail

Google Analytics Hides Its Own AI

Ronnie RenaldiRonnie

GA4 gives ChatGPT, Gemini, and Grok a clean AI Assistants row, then files Google's own AI Overviews and AI Mode into organic search. The row flatters your rivals and hides the incumbent. Here is the fix before it moves a budget.

Meta Now Decides. You React. thumbnail

Meta Now Decides. You React.

Gavin HallGavin

Advantage+ is the starting point now, not an option, so the paid-media job shifts from configuring campaigns to governing an automation you no longer fully steer.

Google's Click Number Has No Receipt thumbnail

Google's Click Number Has No Receipt

Sarah LittlefieldSarah

Google says AI features in Search send billions of clicks to websites every week. Search Console's own AI report cannot show you a single one. Here is the measurement decision marketing directors need to make before they plan next quarter's budget on a number nobody can check.

Rank One, Win Half the Clicks thumbnail

Rank One, Win Half the Clicks

Michael CasnerMichael

AI summaries have repriced a top ranking, so the same position now earns roughly half the clicks and your search KPI has to move with it.

Half the Web Fails the Speed Test thumbnail

Half the Web Fails the Speed Test

George ZhulovGeorge

Only 55.9% of origins pass Core Web Vitals in the latest field data, so "fast enough in the lab" is now a liability, not proof.

Search Console Now Tracks Your Social Clicks thumbnail

Search Console Now Tracks Your Social Clicks

Michael CasnerMichael

Google Search Console can now verify an Instagram, TikTok, X, or YouTube account and report how its posts perform on Google Search and Discover. The wall between social content and SEO measurement just came down. Here is the reporting decision marketing directors need to make this quarter.

Search Now Checks Out Your Customer thumbnail

Search Now Checks Out Your Customer

Alex TopalAlex

Google's AI Mode can now add items to an Instacart cart, pull Canva templates, and build a YouTube Music playlist without a single click to a website. Search stopped being a discovery layer and started being a transaction layer. Here is the operating decision that creates for paid media and measurement.

Trust Is Earned, Not Bought thumbnail

Trust Is Earned, Not Bought

Nathan MetzlerNathan

Unpaid voices now out-drive paid brand voice by five to one, so your next unit of brand growth comes from earned credibility, not louder media.

The New Gold Rush thumbnail

The New Gold Rush

Gavin HallGavin

AI made production cheap. The advantage now belongs to firms that can define and verify what good looks like.

Stop Optimizing For Google Alone thumbnail

Stop Optimizing For Google Alone

Gavin HallGavin

On July 16, the EU ordered Google to open Android to rival AI assistants and share its search data with competitors. A discovery strategy that bets everything on one engine is now a regulatory risk, not only a market one. Here is what marketing leaders should build instead.

GA4's New AI Number Is a Boundary thumbnail

GA4's New AI Number Is a Boundary

Sarah LittlefieldSarah

GA4's new AI Assistant channel looks like an official AI traffic figure. It is a referrer allowlist that scatters the same behavior across four reports. Here is what to build before it moves a dollar.

Google Just Made Answers the Default thumbnail

Google Just Made Answers the Default

Michael CasnerMichael

On July 10, Google made AI answers the default output of Search, powered by Gemini 3.5 Flash, and pushed the ranked links below the fold. Here is why marketing leaders must measure citation, not just rank.

Schema Will Not Save AI Visibility thumbnail

Schema Will Not Save AI Visibility

Alex TopalAlex

Ahrefs tracked 1,885 pages that added schema markup and found no meaningful lift in AI citations. The uplift agencies sold you was never in the data.

Gradient Descent: What Machine Learning Teaches Us About Compounding Revenue thumbnail

Gradient Descent: What Machine Learning Teaches Us About Compounding Revenue

Gavin HallGavin

Magnet applies gradient descent principles across Foundation, Activation, Acceleration, and Retention to turn marketing evidence into compounding revenue growth.

What an AI SEO Agency Actually Does thumbnail

What an AI SEO Agency Actually Does

Michael CasnerMichael

An AI SEO agency should not be selling you a new channel of hacks. It should run technical SEO, content, and GEO/AEO as one system that gets you cited by AI engines. Here is what to expect — and how to tell substance from motion.

Answer Engine Optimization: What It Is and How to Win thumbnail

Answer Engine Optimization: What It Is and How to Win

Michael CasnerMichael

Answer engine optimization (AEO) is the practice of becoming the source AI engines cite when they answer a question. Here is a precise definition, how it differs from SEO, and the work that actually moves it.

GEO vs SEO: What Actually Changes When Search Becomes an Answer Engine thumbnail

GEO vs SEO: What Actually Changes When Search Becomes an Answer Engine

Michael CasnerMichael

GEO and SEO are not rivals. Generative engine optimization runs on the same index as search — what changes is the unit of visibility. Here is what stays the same, what genuinely shifts, and where teams waste effort.

How to Get Cited by AI Search thumbnail

How to Get Cited by AI Search

Michael CasnerMichael

A step-by-step method for getting your content cited inside AI answers — ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews. No hacks. The passage-level work that actually earns retrieval.

Measuring GEO and AEO: The Metrics That Replace Rankings thumbnail

Measuring GEO and AEO: The Metrics That Replace Rankings

Michael CasnerMichael

Rankings and sessions stop telling the truth when AI answers the query. Here is the measurement frame for generative and answer engine optimization — citation frequency, AI referral traffic, answer inclusion, and conversion by source.

Assistant Mode Is the Trap thumbnail

Assistant Mode Is the Trap

Mike HeggieMike

The assistant version of an AI agent and the operator version are not the same product on different settings. They are different products. Most agencies pick the wrong one, and by Q4 2027 it will show.

Revenue Web Psychology thumbnail

Revenue Web Psychology

Martin StarkMartin

Most B2B websites are not selling. They are decorating. A field guide to the three minds that decide whether your site compounds revenue or quietly bleeds it: the buyer's, the site's, and the operator's.

Stop Prompting. Start Looping. thumbnail

Stop Prompting. Start Looping.

Mike HeggieMike

Loop engineering is the shift from prompting coding agents one turn at a time to designing the system that prompts them. Here is what a working loop actually contains, the three guards it needs before it touches your card, and how to start without going broke.

The New AI Workstation: We Tested 7 AI Agent Platforms So You Don't Have To thumbnail

The New AI Workstation: We Tested 7 AI Agent Platforms So You Don't Have To

Mike HeggieMike

A field report from running real client workflows through Perplexity Computer, Hermes Agent, OpenClaw, Manus, Claude Cowork, ChatGPT Agent, and Genspark. The differentiator is not raw model power. It is orchestration, memory, and how each platform handles work that spans sessions.

How to Build a Blazing Fast App in 2026: A Magnet Thesis thumbnail

How to Build a Blazing Fast App in 2026: A Magnet Thesis

Alex TopalAlex

Speed isn't a feature. It's an architecture. A field guide to building software that feels instant — for product teams deciding what to optimize first.