What is AI search visibility?
Whether AI assistants understand your business well enough to recommend it. It is not a ranking, and it works differently to search.
Archive
Author: Jennifer McShane Bary
Many sources go in. One answer comes out — and it is not the same answer twice.
AI trust signals, explained
Which signals are supported by evidence, which are repeated without any, and what actually moves the needle.
The ChatGPT answer you saw about your business was probably wrong
Not because ChatGPT is unreliable. Because you looked once.
Read: The ChatGPT answer you saw about your business was probably wrong →
AI visibility and SEO: what actually differs, and what does not
The overlap is real and most of the industry overstates the difference. Here is the honest version.
Read: AI visibility and SEO: what actually differs, and what does not →
Why your business is not visible to AI
A missing AI mention can come from crawlability, relevance, identity, external evidence or simple response variability. Check the causes in the right order.
Visible2 Launches as Independent AI Visibility Consultancy
Visible2 has officially launched as an independent AI visibility consultancy, focused on helping businesses understand how modern AI systems interpret, trust, and recommend brands during AI-driven…
Read: Visible2 Launches as Independent AI Visibility Consultancy →
The AI Visibility Audit
Why Your Business is Invisible to ChatGPT (And How We Fix It) You’ve built a solid business. Your website looks great. Your reviews are glowing. So…
AI Search Replacing Ads: Why Paid Advertising Is Fading
Why AI Search is Replacing Ads Matters for Businesses AI search replacing ads is changing how businesses are discovered. Instead of clicking paid listings or sponsored…
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AI Search Optimization for B2B: From Invisible to Recommended
AI search optimization for B2B is changing how trust is built online. Instead of relying on ads, rankings, or outbound sales alone, B2B buyers now ask…
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Replace Paid Ads With AI: How to Build Marketing That Compounds
Replace paid ads with AI and you stop resetting your marketing every month. Instead of paying repeatedly to stay visible, businesses can build demand that compounds…
Read: Replace Paid Ads With AI: How to Build Marketing That Compounds →