Notes / SEO / May 24, 2026
1. What Cloudflare Shipped: Scanner, API, And An MCP Endpoint Agents Can Call On You 2. 16 Checks, 5 Categories: What The Scanner... The practical question is what this changes for SEO, content quality, and AI-search visibility.
9 min read
Notes / SEO / May 24, 2026
Google made significant updates at I/O, including a new Search box that accepts images, files, videos, and Chrome tabs, alongside... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 23, 2026
• The 4 Publishing Pillars That Improve SEO & Monetization • Pillar 1: Automated Governance (Built-In SEO & Tracking... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 23, 2026
The deepest business metric (not marketing) that you have access to is where I recommend starting. There's not a universal truth... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 23, 2026
Google began rolling out the May core update on the 21st, per a message on the Google Search Status Dashboard. Key facts: This is... The practical question is what this changes for SEO, content quality, and AI-search visibility.
10 min read
Notes / SEO / May 23, 2026
A LinkedIn discussion , started by Peter Rota, ignited an explosive debate over whether we should retire organic traffic as an... The practical question is what this changes for SEO, content quality, and AI-search visibility.
9 min read
Notes / SEO / May 23, 2026
If you're optimizing for large language model (LLM) responses, you're already too late. Appearing in an LLM's output is a symptom... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 22, 2026
When you ask Copilot a question, it translates your words into simple search terms called grounding queries to find facts on the... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 22, 2026
As SEOs, it is very important that we test deployments that could potentially impact SEO performance before they launch.... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 22, 2026
The era of portable guidance was built on actual collaboration, not coincidence. The Sitemaps protocol became the joint property... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 22, 2026
As of publication, Google hasn't published a companion blog post or shared specific goals for the May core update. The only... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 22, 2026
Peer-driven decisions happen across a handful of environments specific to each industry. For example: In Facebook groups where... The practical question is what this changes for SEO, content quality, and AI-search visibility.
9 min read
Notes / SEO / May 21, 2026
Google's Search team has maintained for over a year that llms.txt is not a Google initiative or something Google plans to adopt.... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 21, 2026
Anthropic published its main interpretability research post in May 2024. It opens: "We mostly treat AI models as a black box:... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 21, 2026
His reasoning focuses on two different website goals. He called the first "discovery," or being found via a search engine, and... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 21, 2026
Shannon Vize, Sr. Content Marketing Manager at Conductor, and Pat Reinhart, VP of Services & Thought Leadership at Conductor,... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 21, 2026
Sun Tzu said it first, and nobody has improved on it since: "Strategy without tactics is the slowest route to victory. Tactics... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 21, 2026
Nearly half of sampled English-language articles published online were classified as mostly AI-generated by three commercial AI... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 20, 2026
Before we dive in, it's important to set the stage with my approach and provide some important disclaimers. This analysis is... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 20, 2026
1. The Study Methodology: Comparing Traditional Search vs. AI Search Performance 2. Finding 1: Most Brands Have No AI Mentions At... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 20, 2026
Let's take a simple example: generating SEO recommendations for an existing blog. This should be an easy task for an advanced... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 20, 2026
The measurement question, as the industry currently frames it, uses the wrong reference discipline. Brands still hunting for the... The practical question is what this changes for SEO, content quality, and AI-search visibility.
9 min read
Notes / SEO / May 20, 2026
There are three ways people will see your brand in AI search : brand mentions, citations, and recommendations. Brand mentions are... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 20, 2026
If you're familiar with SEO, getting AI visibility is similar. It starts with how search systems decide what to display. But for... The practical question is what this changes for SEO, content quality, and AI-search visibility.
9 min read
Notes / SEO / May 20, 2026
In this SEO webinar , Wayne Cichanski, VP of Search & Site Experience at iQuanti, unpacked how AI systems generate answers and... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 20, 2026
UCP Is the Interaction Pillar in Production The Gap UCP Exposes for Everyone Else What Every Website Can Learn from UCP's... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 20, 2026
Commodity content is doomed for two reasons: It is easily summarized (because it has been done to death), and it doesn't make (as... The practical question is what this changes for SEO, content quality, and AI-search visibility.
9 min read
Notes / SEO / May 20, 2026
Google made Gemini 3.5 Flash the new default model in AI Mode for everyone globally, starting today. The update continues a... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 20, 2026
This is the one step most agencies are already tracking, and I'm including it because it still matters. It's the most direct... The practical question is what this changes for SEO, content quality, and AI-search visibility.
9 min read
Notes / SEO / May 20, 2026
Of the roughly 25,000 unique URLs we reviewed, half were listicles. Across nearly 400 million citations from all models, 63%... The practical question is what this changes for SEO, content quality, and AI-search visibility.
6 min read
Notes / SEO / May 20, 2026
I've been doing SEO since before there was a word for "SEO." Every few years, there's a viral article declaring that "SEO is... The practical question is what this changes for SEO, content quality, and AI-search visibility.
10 min read
Notes / SEO / May 20, 2026
Data comes from the Semrush AI Visibility Toolkit , which captures the prompts, citations, and fan-out queries ChatGPT generates... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 18, 2026
In 2011, I read I'm Feeling Lucky: The Confessions of Google Employee Number 59 by Douglas Edwards, who was Google's first... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 18, 2026
Even if we still had the data we had before, would it even be enough? I don't think so, because it assumes user behavior is... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 18, 2026
Google classifies Google-Agent as a user-triggered fetcher . The category includes tools like Google Read Aloud (text-to-speech),... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 17, 2026
Google Ads reporting data will have new retention limits beginning June 1, 2026. Hourly, daily, and weekly reporting data... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 17, 2026
Google Analytics now assigns traffic from recognized AI chatbots to a dedicated "AI Assistant" default channel group. Custom... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 17, 2026
Google opens by confirming that foundational SEO best practices remain relevant for generative AI search. Its AI features are... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 17, 2026
Google has been pulling back visible Search rewards tied to specific structured data types since 2023. Google restricted FAQ rich... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 17, 2026
While SEOs have long debated whether we should be optimizing for search engines or humans (shockingly, it's both), that paradigm... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 17, 2026
There are many ways to get SEO clients, but here are some strategies you can implement right away. The practical question is what this changes for SEO, content quality, and AI-search visibility.
9 min read
Notes / SEO / May 17, 2026
Your fintech brand can appear in AI search in three ways: Mentioned when AI explains topics in your category Cited and linked... The practical question is what this changes for SEO, content quality, and AI-search visibility.
9 min read
Notes / SEO / May 15, 2026
This on-demand session delivers a practical framework for strengthening your local SEO foundation so your brand surfaces... The practical question is what this changes for SEO, content quality, and AI-search visibility.
6 min read
Notes / SEO / May 15, 2026
• Why Some Complaints Show Up in AI Answers & Others Don't • Step 1: Audit Your Negative Signal Footprint • Step... The practical question is what this changes for SEO, content quality, and AI-search visibility.
9 min read
Notes / SEO / May 15, 2026
Direct traffic is widely considered a symptom of good performance, not a primary driver of search rankings. Treating direct... The practical question is what this changes for SEO, content quality, and AI-search visibility.
6 min read
Notes / SEO / May 15, 2026
The first layer is retrieval. This is where the AI search optimization conversation has spent most of the last two years. The... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 15, 2026
It might feel good to tell them the AI output they sent is wrong and that they should leave the SEO to you. But that response... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 14, 2026
This is not something slowly getting better. This is something that's gone from pretty much broken to kind of working. Maturation... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 14, 2026
The evidence in the paper centers on a framework called ALDRIFT (Algorithm Driven Iterated Fitting of Targets). The method... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 14, 2026
You can see how organizations are frantically responding to the pressure to perform in AI Search , albeit subtly. Work that sat... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 14, 2026
Lynch described how the search results page has changed, based on a comparison his team prepared for a recent board meeting.... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 14, 2026
Before blaming positioning, an honest assessment: Sometimes the content genuinely isn't good enough. This pattern shows up often.... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 14, 2026
Traditional SEO has conditioned us to think of visibility as a function of ranking, where the objective is to position a page as... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 14, 2026
Before the prevalence of AI, SEO relied on basic keywords and topics as stand-ins for what human users were searching for.... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 13, 2026
In a recent piece based on a Search Off the Record episode with Google's Martin Splitt and Nikola Todorovic, Google revealed... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 13, 2026
The report analyzed 6 million URLs and found that pages cited by AI were roughly three times more likely to include JSON-LD. This... The practical question is what this changes for SEO, content quality, and AI-search visibility.
6 min read
Notes / SEO / May 13, 2026
1. What's Actually Happening On Your Site 2. How To Make Sure ChatGPT, Perplexity & LLMs Can Reach Your Content 3. The Technical... The practical question is what this changes for SEO, content quality, and AI-search visibility.
9 min read
Notes / SEO / May 13, 2026
AI Overviews, ChatGPT search, and Perplexity are where your buyers are going now. This on-demand session gives you the signals... The practical question is what this changes for SEO, content quality, and AI-search visibility.
6 min read
Notes / SEO / May 13, 2026
The following nine areas are where most AI risk shows up inside a business. You don't have to be a legal expert to manage these... The practical question is what this changes for SEO, content quality, and AI-search visibility.
9 min read
Notes / SEO / May 13, 2026
A few years ago, building tools like calculators or interactive widgets meant tickets, specs, and dev cycles. Today, with AI,... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 12, 2026
Most people would guess that if a URL gets cited by one major AI engine, it has a reasonable shot at appearing in the others. But... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 12, 2026
We're already seeing customized outputs in LLMs and AI Overviews (to an extent) based on what the system knows about the person.... The practical question is what this changes for SEO, content quality, and AI-search visibility.
7 min read
Notes / SEO / May 12, 2026
One of the main criteria of getting information on Wikipedia is verifiability . Media outlets and Wikipedia users verified by the... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 12, 2026
Underneath the three mechanisms sits the same commercial truth that's been the point of search since Sergey Brin first... The practical question is what this changes for SEO, content quality, and AI-search visibility.
8 min read
Notes / SEO / May 10, 2026
A practical view on The Automation Risk Behind Friendly AI Marketing, focused on the signal to inspect, the risk to avoid, and the decision it should change.
5 min read
Notes / AIO / May 10, 2026
A practical view on Core Updates and AI Links Are Changing SEO Signals, focused on the signal to inspect, the risk to avoid, and the decision it should change.
9 min read
Notes / SEO / May 10, 2026
A practical view on Why Agent Runtimes Change Website Readiness, focused on the signal to inspect, the risk to avoid, and the decision it should change.
7 min read
Notes / SEO / May 10, 2026
A practical view on Community Trust Is Becoming an AI Visibility Asset, focused on the signal to inspect, the risk to avoid, and the decision it should change.
7 min read
Notes / SEO / May 10, 2026
A practical view on AI Search Links Are Expanding Without Better Measurement, focused on the signal to inspect, the risk to avoid, and the decision it should change.
7 min read
Notes / SEO / May 10, 2026
A practical view on FAQ Rich Results Are Gone, but Structured Answers Still Matter, focused on the signal to inspect, the risk to avoid, and the decision it should change.
5 min read
Notes / SEO / May 9, 2026
A practical view on Prompt-Level Testing Is Becoming an SEO Research Layer, focused on the signal to inspect, the risk to avoid, and the decision it should change.
6 min read
Notes / AIO / May 8, 2026
A practical view on Recognition Is Becoming the More Useful SEO Goal, focused on the signal to inspect, the risk to avoid, and the decision it should change.
10 min read
Notes / SEO / May 8, 2026
A practical view on Understanding AI Crawlers and the Access Decisions They Force, focused on the signal to inspect, the risk to avoid, and the decision it should change.
6 min read
Notes / SEO / May 8, 2026
A practical view on AI Crawler Optimization Needs More Than Access Rules, focused on the signal to inspect, the risk to avoid, and the decision it should change.
6 min read
Notes / AIO / May 8, 2026
A practical view on Structured Data Can Make AI Crawler Access More Intentional, focused on the signal to inspect, the risk to avoid, and the decision it should change.
7 min read
Notes / AIO / May 8, 2026
A practical view on Managing AI Crawlers Without Blocking Real Opportunity, focused on the signal to inspect, the risk to avoid, and the decision it should change.
7 min read
Notes / AIO / May 7, 2026
A practical view on The GEO Metrics That Make AI Visibility Measurable, focused on the signal to inspect, the risk to avoid, and the decision it should change.
7 min read
Notes / SEO / May 7, 2026
A practical view on Managed WordPress Can Quietly Limit AI Crawl Access, focused on the signal to inspect, the risk to avoid, and the decision it should change.
7 min read
Notes / GIO / May 7, 2026
A practical view on Microsoft Is Showing Where AI Search Indexes Are Headed, focused on the signal to inspect, the risk to avoid, and the decision it should change.
7 min read
Notes / AIO / May 6, 2026
A practical view on A Better Way to Find Where AI Search Content Breaks, focused on the signal to inspect, the risk to avoid, and the decision it should change.
6 min read
Notes / AIO / May 5, 2026
A practical view on Visibility Now Starts Before the Search Result, focused on the signal to inspect, the risk to avoid, and the decision it should change.
6 min read
Notes / AIO / May 5, 2026
A practical view on The AEO Tool Stack I Would Actually Start With, focused on the signal to inspect, the risk to avoid, and the decision it should change.
7 min read
Notes / AIO / May 5, 2026
A practical view on Brand Authority Is Outgrowing Topical Coverage, focused on the signal to inspect, the risk to avoid, and the decision it should change.
7 min read
Notes / SEO / May 3, 2026
A practical view on More Content Is No Longer a Growth Strategy, focused on the signal to inspect, the risk to avoid, and the decision it should change.
6 min read
Notes / AIO / May 3, 2026
A practical view on AI Visibility Is Becoming a Signal Quality Game, focused on the signal to inspect, the risk to avoid, and the decision it should change.
6 min read
Notes / AIO / May 3, 2026
A practical view on The Long Game for SEO Is Still About Durable Signals, focused on the signal to inspect, the risk to avoid, and the decision it should change.
5 min read
Notes / GIO / May 3, 2026
A practical view on Brand Signals Are Rewriting the Authority Stack, focused on the signal to inspect, the risk to avoid, and the decision it should change.
5 min read
Notes / SEO / May 2, 2026
A practical view on Building Programmatic SEO Around Meaning, Not Templates, focused on the signal to inspect, the risk to avoid, and the decision it should change.
5 min read
Notes / SEO / May 2, 2026
A practical view on Useful SEO Agent Skills Need Clear Operating Boundaries, focused on the signal to inspect, the risk to avoid, and the decision it should change.
9 min read
Notes / SEO / May 2, 2026
A practical view on Technical SEO Problems That Quietly Limit Growth, focused on the signal to inspect, the risk to avoid, and the decision it should change.
8 min read