Zero-click is rising, and CTR is no longer the whole story You can do everything “right” in classic SEO and

A SaaS site can look polished and still feel risky. When buyers can’t quickly confirm who you are, what the

When assistants quote your site, they rarely “read” your whole article. They lift a small passage that can stand alone,

Answer-first blocks can still fail You can place a clean, answer-first section at the top of a page and still

Teams that test prompts across assistants often notice a pattern: Perplexity shows links almost by default, ChatGPT may cite in

You ask an AI assistant for recommendations, and your brand appears in the answer. Then you look for the citation

When Perplexity shows a list of sources, it’s not just “credit.” It’s a window into what the system retrieved, what

When you test prompts across tools, teams often argue about whether an output is “good” without agreeing on what “good”

Why prompt suites beat one-off prompt tests Most teams start testing AI visibility with a few “quick prompts” in ChatGPT

Most teams still treat search as one channel, then get confused when AI Overviews reduce clicks while “visibility” seems unchanged.

You can publish great content and still be invisible in Bing-powered assistants if Bing can’t reliably crawl, render, and index

Why canonicals break so often in SPAs Single page applications make URL changes feel “soft” because the browser updates without