Technical SEO, split-testing, local search and algorithm analysis from independent practitioners and specialist agencies — SearchPilot, Lumar, Sistrix, Sterling Sky, Marie Haynes and others.
Impact is an automatic estimate of how much a story is likely to
affect one website, weighing who published it, whether Google has
confirmed a ranking change, how many outlets ran it, and whether
the wording implies work on your site. It reads headlines, not
your analytics — treat it as triage, not a verdict.
TL;DR AI is more than just a summary or synthesis tool for project managers, and the best PMs will use it to become a better strategic partner PMs can use AI to spot ongoing friction and pinpoint the…
Lake Ontario FiascoAs trade negotiations with Canada fell apart, Trump issued an order renaming Lake Ontario "Lake America" A petty rebuke, it follows a similar episode in January 2024, when Trump…
We connect three stories that are really one story: Apple's launch of ads in Maps, Google's move to charge for more Local Services Ads leads and expand ads across the results page, and Meta's ~$18…
TL;DR We realized AI platforms were relaying an inaccurate narrative about Seer Interactive, so we ran a full analysis to find out what else they were saying — and whether the info was accurate Of…
Welcome back to our GEO series! In the previous article, we explored candidate page selection and how AI systems determine which pages are eligible for retrieval. Semantic relevance can help inform…
We end the brand-building series with Greg walking through our original research: the "Choosing a Lawyer" study of the Atlanta personal lawyer market. Survey data, ad-creative testing, and a…
TL;DR I reviewed our traffic-decline-analysis skill's and found four real problems: a traffic number from the wrong source, a real drop mislabeled "stable," no way to trace where a number came from,…
We close the run of solo interviews with a working session on what "brand" means for a local business and which tactics move the needle now that answers are generated, not just ranked. Join Paula…
I wanted to do something a little different with this webinar. Usually, these sessions are conversations. This one is me laying out where we have got to with GEO testing, what we have learned from…
Candidate page selection can determine whether your content is considered for retrieval in AI search. Learn how it works, what influences page eligibility, and what it means for GEO.
Prompt Research brings the keyword exploration for AI search, AI Deep Dives deliver data-based analyses directly into the Toolbox and the MCP server is now available to all, no need for API credits.…
Google shared some interesting information about the future of Search and AI in their most recent earnings call. While many are focusing on the first negative cash flow since their IPO 20 years ago,…
Standardizing knowledge for the future of AI agents My last piece on Google’s Open Knowledge Format (OKF) was one of the most popular I’ve ever published. Since then, I have been heads down working…
Google just published documentation on what they're calling the Open Knowledge Format (OKF). It represents a standardized way for agents to access knowledge via very simple directories of Markdown…
Google just shared more information to help us get our websites ready for agents. There is a new report from Lighthouse which anybody can run. You do not need external software to run it. You can do…
Google announced a lot at this year’s I/O. Anyone expecting one big, singular moment that changes everything was disappointed. That moment doesn’t exist. What does exist instead is a dense bundle of…
We’re delighted to announce Screaming Frog SEO Spider version 24.0, codenamed internally as ‘bolus’. In this release we have introduced a number of much demanded new features, as well as smaller…
We’re delighted to announce the release of the Screaming Frog Log File Analyser 7.0. If you’re not already familiar with the Log File Analyser, it allows you to upload raw server log files, verify…
LLMs, RAG pipelines and various AI-powered tools are now a regular part of a lot of SEOs’ workflows, and a common starting point for many of them is getting content out of web pages and into a clean,…
PR efforts often focus outward, prioritising outreach and coverage from external publications. As a result, some campaigns struggle to demonstrate lasting value once coverage fades — with over half…
2025 was a big year for technology, and we’re all gearing up for the same rapid developments to emerge in 2026. But as tech has evolved, design has evolved alongside it – distilling large-scale…
It’s been four months since I joined Ahrefs, and in that time I’ve watched the team ship dozens of product updates. 85 to be precise. Even though I’ve been an Ahrefs customer for more than ten years,…
Last week I announced some big personal news: Detailed has been acquired by Ahrefs, and I’ve joined the company to work alongside their marketing and product teams. Search Engine Journal’s Matt…
As of the last few hours it has came to light that various internal Google documents, which appear to be legitimate, have surfaced. The “leak” is still live, which I will not link directly to, and…