A vector database is a collection of data where each piece of data is stored as a (numerical) vector. A vector represents an object or entity, such as an image, person, place etc. in the abstract N-dimensional space. Vectors, as explained in the previous chapter, are crucial for identifying how entities are related and can…
New data from BrightEdge reveals that Google’s AI Overviews is increasingly blocking organic search results. If this trend continues, Google AI Overviews and advertisements could cover well over half of the available space in search results. Organic Results Blocking Creeping Up Google’s AI Overviews feature, launched in May 2024, has been a controversial feature among…
Digital marketing is changing and the industry is trying to adapt whilst accepting the uncertainty. So, let me offer an alternative approach that you could take this year. Invite all the key decision-makers in your organization – including C-level executives as well as the heads of digital analytics, digital advertising, SEO, content marketing, and social…
Google’s Sundar Pichai outlined the 2025 strategy, emphasizing consumer-focused AI, rapid development of agentic apps, a Chrome AI prototype called Project Mariner, and upgrades to Gemini and Project Astra, signaling a shift toward AI apps as the user interface for search. Although Pichai did not say Google is de-emphasizing the Google Search box, he did…
Many people misunderstand how Wikipedia relates to SEO. Wikipedia doesn’t provide direct SEO benefits like followed backlinks or promotional content. However, it’s a valuable resource for digital marketers and content creators. This article examines how Wikipedia affects Google’s Knowledge Graph, provides keyword research guidance, supports content planning, and demonstrates effective internal linking practices. Key topics…
ChatGPT Search is down for users worldwide, becoming unresponsive at approximately 11 AM EST. Down detectors and reports on social media reflect that many users cannot access the site. OpenAI is reporting a major outage. Updated: ChatGPT Outage Is Mostly Resolved OpenAI is reporting that the outage is partially resolved: Update – ChatGPT is partially…
It’s Christmas Eve, excitement fills the air as children around the world eagerly await Santa Claus’s arrival. The waiting is over and the inevitable questions start: “Where is Santa?” “Do you think he’s in our neighborhood yet?” This year, the original Santa tracker from NORAD will help you to track Santa’s whereabouts as he starts…
At the beginning of 2002, there were more than a dozen “search engines,” including crawlers, directories, and paid/PPC/CPC engines. But by the end of that year, Google had emerged from the pack to become the leading player. (According to Nielsen//NetRatings, Google had a 39% share of 47 million “search hours” in December 2002.1) I recently…
Following on the footsteps of Performance Max campaigns, Microsoft Ads launched multi-format campaigns for Audience Ads. This new feature allows advertisers to create a single campaign that seamlessly integrates various ad formats, including native, display, and online video ads. Upon its launch, multi-format campaigns for Audience ads are available globally and now the default selection…
If you want more quality in your pipeline, you need more quality in your marketing efforts. That means you should focus more on your ideal customer profile (ICP) and their journey to conversion. Reflecting on the year, I can tell you that these are some of the most impactful places to spend time and resources…