Technical SEO

Writing formulaic SEO content, updating old articles, reporting on blog performance, even running complicated performance analyses… these are all things Agent A does for me. Here are some of our favorite Agent A use cases for content marketers. Agent A…Read more ›View the full article

In this post, I’ll cover what content engineering actually is, its core components, whose responsibility it is, and how you can become a fully-fledged Content Engineer. Content engineering is the practice of building the systems that create content, rather than…Read more ›View the full article

It’s just a completely new way of working, also for SEOs. Instead of building every step of an SEO workflow yourself—like the setups you see all over n8n or Zapier—you simply describe the outcome you want. The agent takes it…Read more ›View the full article

This article covers what AI SEO agents actually do in practice, which tools are worth knowing about, how to build your own, and what the people building them have learned the hard way. An AI SEO agent is software that…Read more ›View the full article

When ChatGPT, Perplexity, or Claude cites your content in a response, some of those users click through the citation and visit your website. That’s AI chatbot traffic, and it may convert better than most channels you’re probably already tracking. Here’s…Read more ›View the full article

… then you’ve already experienced the benefits of Google’s Knowledge Graph. But what is a knowledge graph? How does it work? And how can you take advantage of it to increase brand visibility and improve SEO? Google’s Knowledge Graph is…Read more ›View the full article

AI cited pages were almost three times more likely to have JSON-LD than non-cited pages. That’s a big gap, and the kind of stat that gets shared in LinkedIn carousels and conference slides as proof that schema is an AI…Read more ›View the full article

​​ Here’s a basic example of what the code can look like: ​​You can see that, unlike the words on a page, schema is a form of structured data. Its standardized format means there’s no chance of Google misinterpreting it.…Read more ›View the full article

It pulls the article and generates three to five distinct LinkedIn posts. Before that, every LinkedIn post started the same way. I’d re-explain the voice rules. The fold-line rule. The hook patterns I like, the ones I don’t. The example…Read more ›View the full article

Dan Petrovic wrote a great article explaining why human-friendly content is AI-friendly content. In a nutshell, there is a striking parallel between how people and AI models process text information: we both try to glean meaning from long text without…Read more ›View the full article

Each data layer has its own pros and cons, so if you’ve ever wondered why an AI confidently told you something wrong, why one tool seems to know about last week’s news and another doesn’t, or why your competitor’s product…Read more ›View the full article

A marketer opens ChatGPT, types a prompt, and gets a (probably pretty bad) blog post draft back in 30 seconds. That’s generative AI. Their colleague opens Agent-A, gives it a target keyword, and walks away. Twenty minutes later, they have…Read more ›View the full article

Chatbots typically don’t have access to real SEO data, so they often make things up and present them as facts. But once you connect AI to real SEO data, it becomes a keyword research tool you’ll wonder how you ever…Read more ›View the full article

Back in August 2025, I shared the AI content process I had developed for the Ahrefs blog. It used ChatGPT projects and custom GPTs to speed up certain types of content creation from several days to a couple of hours,…Read more ›View the full article

But, although ChatGPT crawls dozens of pages to answer a single query, according to our research, it only ends up citing ~50% of them. Why does one page get the credit while another, which the AI clearly retrieved, gets nothing?…Read more ›View the full article

It’s a big change in how Google interprets intent and presents information. Think of it as a dynamically-generated, “magazine” SERP, that curates AI summaries and organic results. What’s different about Web Guide is that—unlike AI Overviews or AI Mode—it actually…Read more ›View the full article

The hard part in content marketing is the information—ideas, verified facts, and reference material. And that’s exactly where these tools fall short. I learned this after generating 40 articles through Claude. I’d tried the writing tools first, but they…Read more ›View the full article

The real issue was never AI or “automatically generated content” itself. Google penalizes the same thing it always has: content that is thin, unhelpful, and spammy. AI just makes it much easier to create that kind of content at scale.…Read more ›View the full article

Even better if it’s on your company’s dime. I asked Daria Samokish, our Head of PR and Conference Partnerships, for the list of conferences we’ve shortlisted that are worth attending. Without further ado, here are the best marketing conferences happening…Read more ›View the full article

But we’ve been to many and we’ll continue to go to many. These are the conferences we think you should check out, ranked by a mix of industry reputation, speaker quality, and audience size. Date: April 28-30 Location: Anaheim, USA…Read more ›View the full article

Companies that scale AI-generated content do so with the knowledge that they are making a trade-off, we believe, choosing speed and scale at the expense of quality. We agree that AI is faster than any human, and it makes a…Read more ›View the full article

But there’s a practical distinction worth drawing, and it changes how you apply the idea. Search intent is about optimizing content to match what the search results reward. Keyword intent is the same concept applied one step earlier. Think of…Read more ›View the full article

But many brands have no idea what’s happening inside ChatGPT. They’re showing up in thousands of responses without knowing which queries mention them, what’s being said, or how they stack up against the competition. You can build basic vibe-coded tools…Read more ›View the full article

This number is slightly higher than our 2022 study on anonymized queries. However, that’s the average. Some websites in our research saw dramatically higher percentages of anonymized queries. Read on to see how it might impact you. The problem is…Read more ›View the full article

While ChatGPT has nearly a fifth of Google’s query volume, people use the platforms in different ways. I wanted to see how ChatGPT compared to Google, not just on the total number of searches, but also searches where they compete…Read more ›View the full article