Structured data helped machines interpret pages. It reduced ambiguity. It made entities and attributes legible to crawlers that were otherwise guessing. Agents change the job because they do not just interpret pages. They decide, summarize, recommend, and sometimes execute. That means they need more than “this page is about X.” They need “this is the…
Every so often, a word or phrase claws its way out of a cultural underground and into the mainstream lexicon. More often than not, it’s African American Vernacular English (AAVE) that gets co-opted by TikTokers before landing on Good Morning America, say. Slightly cringe, mostly harmless. But some slang breaks containment in ways that aren’t…
Robby Stein, VP of Product Google Search, posted that Google is updating AI Mode so that it surfaces more links to creators when users search for recipes. Google’s AI Mode has generated controversy by synthesizing multiple recipes into what many have taken to calling Frankenstein recipes. This new update aims to fix that by making…
There is a pervasive narrative doing the rounds in the publishing industry called “Google Zero.” This narrative, embraced by many industry leaders, poses that traffic from Google – Search and Discover – will decline and eventually become negligible. This Google Zero narrative is entirely false, and extremely dangerous. And I’m going to explain why. When…
Boost your skills with Growth Memo’s weekly expert insights. Subscribe for free! Most AEO “strategies” are tactic lists dressed up as long-term direction. They often break the first time a platform changes or leadership asks questions. A real AI SEO strategy starts with the business problem, builds on your brand’s unique advantages, and lets tactics…
When we’re talking about grounding, we mean fact-checking the hallucinations of planet destroying robots and tech bros. If you want a non-stupid opening line, when models accept they don’t know something, they ground results in an attempt to fact check themselves. Happy now? TL;DR LLMs don’t search or store sources or individual URLs; they generate…
Welcome to PPC Pulse weekly news review. This week’s focus includes asset guidance, budget pacing, and search controls across Google and Microsoft Ads. Google reinforced the importance of asset variety as Search experiences evolve. It also confirmed updates to how budget pacing works for certain campaigns using ad scheduling. Meanwhile, Microsoft launched self-serve negative keyword…
Most people do not wake up one day and decide they are done with a product category. They leave when the workflow starts to feel like work. Think about something mundane. Planning a trip, picking a new doctor, comparing two insurance options, deciding which grill to buy, figuring out what to do in a new…
Researchers published the results of a study showing how AI search rankings can be systematically influenced, with a high success rate for product search tests that also generalizes to other categories like travel. The name of the research paper is Controlling Output Rankings in Generative Engines for LLM-based Search and the approach to optimization is…
Choosing the right pay-per-click (PPC) ad network is a core strategy impacting the success of your advertising program. Each network reaches distinct audiences, offers different ad formats, and suits different campaign objectives, from capturing high-intent search demand to driving awareness through video and social feeds. With AI-powered automation now embedded across most major platforms, understanding…