AI Visibility

AI citation decay curve showing 50% loss in 13 weeks with stabilization strategies

AI Citation Decay: Why Your GEO Wins Disappear in 90 Days and How to Make Them Stick

You built the content. You optimized the structure. ChatGPT started citing your brand. Then, 8 weeks later, the citations stopped. New data from tracking 12,000 queries across ChatGPT, Perplexity, and Gemini confirms what GEO practitioners already suspected: AI citations are not permanent. Half of them decay within 13 weeks. This is the central problem nobody in the GEO space talks about enough. Getting AI to recommend you is hard. Getting AI to keep recommending you is harder. The brands that treat AI visibility as a one-time optimization are the brands that lose it. ...

Editorial illustration of a Google search results page dominated by a glowing AI Overview panel with shopping ads embedded inside it, pushing traditional blue links below the fold. Muted corporate blues and stark white with amber ad highlights.

Google Now Matches Ads to AI Overviews Content, Not Just Your Query. Organic Results Are Finished.

Google just made its most aggressive move against organic search results. At Google Marketing Live 2026, the company announced that Shopping ads inside AI Overviews are now matched to the AI-generated content itself, not just the user’s search query. If you needed proof that Google considers the AI answer layer its primary monetization surface, this is it. The traditional ten blue links are not being displaced. They are being replaced. ...

Share of Model: The Metric That Replaces Domain Authority in 2026

Domain Authority is dead. Not because Moz said so, but because the metric was built for a world where humans clicked through ten blue links. That world is gone. In its place, a new measurement has emerged: Share of Model, the probability that an AI recommends your brand when a user asks a relevant question. What Is Share of Model? Share of Model (SoM) is the percentage of times your brand appears in AI-generated responses across a set of representative queries for your category. Unlike Domain Authority, which estimates your likelihood of ranking on Google, Share of Model directly measures whether AI systems like ChatGPT, Perplexity, Gemini, and Claude mention you when potential customers ask questions you should be answering. ...

Brand Mentions vs Backlinks: Why AI Citations Favor Recognition Over Links in 2026

Brand mentions now outweigh traditional backlinks for AI citations by a 3:1 ratio, fundamentally reshaping how AI engines like ChatGPT, Perplexity, and Google’s AI Overviews determine authority and credibility. For over a decade, SEO strategy centered on one metric: backlink acquisition. The more high-authority domains linking to your content, the higher your Google rankings climbed. PageRank built an empire on this principle. But AI engines operate on different logic entirely. ...