Why Content Freshness Matters More for AI Citations Than for SEO
One of the quietest but most consequential differences between traditional SEO and AI search is how the two systems treat content age. Google has always weighted freshness for some queries (news, spor...
How Trust and Authority Actually Work Inside AI Answers
The signals that decide who gets cited When ChatGPT or Gemini decides which brands to mention in an answer, the decision isn't random, and it isn't just about who ranks #1 in Google. It's a layered ev...
Information Gain: The Hidden Ranking Factor for AI Search
The metric Google patented but barely talks about In June 2022, Google was granted patent US20200349181A1, a system for measuring how unique a piece of content is compared to everything else available...
How Gemini Surfaces Brands and Citations in Its Answers
The model that prefers brand-owned content Yext analyzed 6.8 million citations across Gemini, ChatGPT, and Perplexity and found that the three engines have very different sourcing strategies. Of the t...
How Perplexity Picks Citations: A Source Selection Breakdown
The AI search engine that shows its work Perplexity is unique among AI assistants: it always cites its sources. Every answer comes with a numbered reference list, which makes it both more transparent ...
How Google AI Overviews Pick Sources — and How to Get Cited
The most important shift in Google search since featured snippets Google AI Overviews now appear on more than half of certain query types, and their share is still growing. When an AI Overview shows u...
How Training Data Affects AI Visibility
Every LLM you care about was built on a pile of text. What was in that pile, how it was weighted, and how often the pile gets refreshed determines whether your brand shows up in answers or does not. ...
How ChatGPT Picks Its Sources (And How to Become One)
The question every marketer is askingIf you've spent any time looking at AI visibility, you've asked the same question: why does ChatGPT cite some brands and not others? The answers used to be guesswo...
How to Get Mentioned in AI Answers
Getting mentioned in an AI answer is not luck. It is a craft. Every paragraph ChatGPT writes, every citation Perplexity links, every recommendation Gemini makes comes from the same simple logic: the m...
Brand Pages That AI Trusts: The Anatomy of an Authoritative Page
Every company has a "brand page", the canonical landing page that explains what they are. For most companies it's the homepage. For others it's an /about page. For multi-product companies it's often a...