Without fixed tools to understand indexing/retrieval (Like GSC) what can we do instead.

When “block all” or “block none” approaches are potentially risky, what do you need to do?

As AI takes over more retrieval and synthesis, consumers do less searching and more verification. That changes what information needs to survive between retrieval and belief.

AI doesn't see your images the way a human does. See what it detects, what it misses, and whether the page confirms the right story.

Search is changing, but not all these changes are for the better. Over-focusing on these differences may fail to address the long term goals and what ultimately will be successful.

How search engines use TF-IDF and BM25 to match keywords to content, and why term-based ranking remains essential alongside semantic search.

Yes. In a controlled eight-week test, the category that got training pages was crawled about 17% more than a comparable one held back as a baseline. One ecommerce product category got prerendered LLM…

AI responses are based on the internet, and AI now generates a large share of content online, creating the potential for an infinite feedback loop. We show…

Learn why balancing consensus and information gain drives SEO and AI search visibility, and how to create content that earns rankings, trust, and citations.

Today at Build, we introduced Web IQ, a new grounding system for the agentic web.

The future of the web may end up looking a lot less like documents, and a lot more like the things it's trying to describe.

SEOs love tools. Perhaps to a fault.

First documented ChatGPT core update: the switch to GPT-5.5 shifted citation distribution in German-language answers by 47% within 48 hours. Which domains won, which lost, and what it means for GEO.

Between May 13 and May 27, 2026, AIMCLEAR audited how five AI answer systems (Anthropic's Claude Sonnet 4.6, OpenAI's GPT-4o, Perplexity Sonar, Google

Brand signals are no longer just a marketing concern. Learn how branded searches, online mentions, sentiment, and entity recognition influence both organic rankings and AI visibility, plus practical…

A phase-by-phase field guide to the 32 SEO mistakes that sink rankings during site migrations and rebuilds, with how to spot and fix each one.

Pichai says users are happy with AI Mode and Google will be fine. Publishers may see a different future.

An in-depth look at Retrieval Augmented Generation (RAG), agentic search evolution, context graphs, and SEO strategies for AI-powered search and commerce in 2026 and beyond. - Download as a PDF or…

1956 Called. They Want Their Method Back.

Curiosity is a competitive advantage - join me on the journey.

A technical guide to the protocols, headers, and well-known files that make a website readable by AI agents. With the SEO argument, the case study, and an honest look on whether you should bother yet.

Running multiple CMSs on one website doesn’t just create complexity. It quietly destroys coherence, agility, and growth.

This post is about using LiteLLM so that you can have more freedom and flexibility in the LLMs you use day-to-day. But let’s start by covering the “why bother”. You might say “just use good steel”…

People often mistake Agentic AI as a magical power that can achieve wonders. But can it really?

We build on our prior research by using 3 different AI detectors (Pangram, GPTZero, Copyleaks). We independently evaluate each to show that the false positive rates and average false negative rates…

Guidance to build modern web experiences that work in every browser.

Google CEO Sundar Pichai redefines Search as an "agent manager". Explore the shift toward agentic workflows and what this means for the future of SEO and digital commerce.

Retrieval-Augmented Generation (RAG) systems typically treat documents as flat text, ignoring the structured metadata and linked relationships that knowledge graphs provide. In this paper, we…

In this paper, we build on our previous work to demystify how randomness works in AI. We explain that AI often provides different responses to the exact same prompt because randomness is built into…

Agentic Storefronts give merchants out-of-the-box access to major AI channels—ChatGPT, Microsoft Copilot, AI Mode in Google Search, and the Gemini app—managed centrally from the Shopify Admin.

These findings will help you focus your GEO efforts where it matters most

Modern analytics is full of estimates, imperfect data, and blind spots. A perspective on communicating uncertainty in SEO analytics reporting.