A major frustration that I have had alongside most of the SEO industry revolves around how Google have bundled their AI prompt data alongside traditional search performance data in GSC. Whether or not a significant volume of prompts will even be surfaced appears to have remained an unclear data point, given that studies as recent […]
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TL;DR Publishing a webpage before an AI’s stated cutoff date does not guarantee the model actually read or learned that content. Automated collection gaps and strict quality filters eliminate the vast majority of web pages long before training even begins. As a result, web strategies should focus on real-time search visibility rather than assuming older […]
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Content may be king, but the crown is easier to replicate than ever. AI has made producing content fast, cheap, and accessible. In this new reality, the competitive advantage has shifted. It’s no longer who can publish the most content, but who can publish something nobody else can. Publishing information that already exists is becoming […]
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Brands that lack a recognised Knowledge Graph entity risk being treated as ambiguous strings of text rather than established corporate entities, rendering them increasingly invisible in an ecosystem driven by direct answers. The Entity Strength Index serves as a modern successor to PageRank by offering an analytical framework designed to measure how clearly defined, widely […]
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Imagine you’re a DIY retailer. Your warehouse-sized stores stock everything from tools and paint supplies to garden furniture. And that’s before we get into your ecommerce operation. Chances are your website would contain a bunch of content covering everything from buying a power drill to landscaping a garden. Of course, every other DIY retailer offers […]
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We logged ChatGPT’s hidden metadata, and watched it decide when to search the web and when to answer from memory (training data). Every time you send a prompt to ChatGPT, something happens before a single word of the answer is generated: the system decides what kind of turn this is. Is it a question it can […]
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The biggest thing to understand about AI search is this: AI doesn’t return pages. AI doesn’t drive clicks like normal search engines. What AI does is answer questions. While you’re reading this, a potential customer could be asking AI about a topic related to your product. They’re trying to understand a problem. They’re learning about […]
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When a website migrates from one domain to another using a 301 redirect, it typically experiences a temporary decline in organic search traffic. Google re-evaluates the new domain, transfers link equity through the redirect, and gradually reindexes content under the new URL. The question that matters to any SEO team managing or assessing a migration […]
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There are plenty of reasons why great original research content is so valuable. It can build authority, attract backlinks, and, depending on your strategy, capture leads. Plus, this is before you consider all the other content your research might inspire – drawing on data and insights your competitors don’t have. And as everyone scrambles for […]
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Marketing has always had a tendency to chase the newest acronym. SEO. GEO. AEO. AI search. Zero-click search. Every few months, there seems to be a fresh existential panic about how people discover brands online – usually accompanied by a flood of hot takes explaining why everything is about to change forever. Spend enough time […]
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An autonomous AI agent tasked with planning a complex anniversary trip operates entirely behind the scenes without ever browsing a traditional web page, clicking down user interface menus, or tolerating frustrating pop-up advertisements. Instead, this digital assistant fluidly reads machine-readable code, interprets complex transfer protocols, verifies real-time availability via structured datasets, and executes transactional bookings […]
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Something has shifted. You can feel it in the numbers, even if you can’t fully explain why just yet. Traffic patterns look different. Content and campaigns that once did well now underperform. The playbook that worked two years ago has begun to deliver diminishing returns. The problem isn’t your content strategy; it’s that the customer […]
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