If you’ve been keeping up with digital marketing news, you’ve probably heard the buzz: ChatGPT now has ads. OpenAI officially started testing sponsored placements inside ChatGPT in February 2026, and the details are worth paying attention to, especially if you’re a small or mid-sized business trying to figure out where to put your marketing dollars. … Continued
What makes an AI-powered answer engine like Claude or Perplexity choose to cite some pages but ignore others? The reason boils down to the difference between vector search (semantic similarity) and classic search (keyword matches). To get specific, answer engines pay attention to: Answer engines play by a different set of rules than traditional search … Continued
If you don’t align your website with how AI understands content, you risk losing visibility on generative answer engines. This can be true even if your content ranks well organically in Google’s classic ‘10 blue links’ setup. Visibility on generative engines like ChatGPT and Google’s AI Overviews has only become increasingly more important since their … Continued
For many brands online, inconsistency is a blind spot that carries a hidden cost, especially on AI-driven search platforms. In particular, inconsistent brand mentions quietly erode your authority in the background, which is something most visibility metrics won’t show you. This presents the need for brand consistency SEO, a practice centered on forging a uniform … Continued
Through training on web-scale data and RAG (retrieval-augmented generation), LLMs are forging a second index of the internet. Here’s what we mean. Google’s massive search index (the first index) is based on syntax. It relies on keywords, backlinks, URLs, and crawlable site structures. It’s optimized for efficient retrieval, not conceptual reasoning. Searches match strings, then … Continued
If there are no keyword rankings or click-through rates, how do I know if I’m winning? This is the situation many search marketers now find themselves in when trying to track AI search visibility. Classic SEO metrics like position rankings and CTRs completely miss instances where your brand appears in AI-generated answers. The fact is … Continued
