Practical guides on AI visibility, answer engine optimization, and how to make ChatGPT and Perplexity recommend your brand.
A brand’s AI visibility report looks better this quarter. Mentions and citations are up; the dashboard shows progress. But when the questions closest to…
Your brand appeared. So did the answer. The session ended. Three things happened. Only one of them is in your report. The same signal…
In GEO measurement, it’s surprisingly easy to produce a precise number and surprisingly hard to produce a precise conclusion. A visibility score can move…
Before asking whether a business is visible in AI-mediated discovery, ask what it needs to be visible for. Local AI visibility starts with that…
A company reads an AI answer about itself. Nothing in it is factually wrong. The product is described correctly, and the category is right.…
