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From Rankings to References: The Structural Shift from SEO to AEO

Google rankings are now just one of several interfaces where audiences can discover your brand online, and AI-generated answers are quickly becoming the default. At this point, there’s a pressing need for brands to layer answer engine optimization (AEO) onto their existing SEO campaigns. While some traditional SEO tactics (topical authority, high-quality backlinks) can compound … Continued

Rachel Hernandez

March 3, 2026

ChatGPT Ads Are Here, and They Are Not Cheap: What Businesses Should Do Instead

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

Rachel Hernandez

February 26, 2026

How Answer Engines Decide What to Cite: Explaining Citation Logic

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

Rachel Hernandez

February 24, 2026
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Homepage / Senior Software Engineer, Database Infrastructure

Senior Software Engineer, Database Infrastructure

John Doe August 4, 2025

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