Skip to content
×

AI visibility

Explore GEO, AI search and brand citations, including how generative search discovers, interprets and uses website content.

12 articles found

AI visibility

Will structured data improve rankings or AI citations?

It may help, but there is no guarantee. Structured data helps software understand a page and makes information easier for crawlers to interpret. It does not, by itself, earn rankings or visibility. T…

2026.10.31
AI visibility

Does every brand really need to rush into GEO in 2026?

In my view, GEO is currently more about positioning for the future than delivering immediate marketing returns. Some brands should start early, but that does not mean every business needs to rush in.

2026.10.28
AI visibility

Do we still need SEO now that AI answers questions?

Yes, for two reasons. First, AI retrieves information from websites, so a site that is difficult to access may have fewer opportunities for AI exposure. Second, a customer who starts with AI does not…

2026.10.15
AI visibility

Why is AI not mentioning my brand?

One answer without your brand does not tell you much. What matters is how often it appears. There are many AI platforms, each with its own tendencies, so long-term tracking is the first step.

2026.09.17
AI visibility

Does an AI brand mention bring website visitors?

Not necessarily. A user may get what they need directly from the answer, continue searching, click a source or contact you later. Record brand appearances and website visits separately.

2026.09.17
AI visibility

What is AI visibility?

In Taiwan, the mainstream AI landscape centers on four companies, each with several products. Much of the confusion is simply about how those products fit together. Once the structure is clear, the d…

2026.10.23
LET’S TALK

Start with your brand.

Tell me about your website and what you want to achieve.

WhatsApp tony@procrustes.info
Scan to chat on WhatsApp