Blog

AI Visibility Lab

Practical guides on GEO, AEO, and structured data — how AI agents discover and describe a business.

Blog categories

Funnel chart showing how search traffic drops: 8.5B daily queries → 48% have AI Overviews → 83% end without a click

What is GEO and why your content strategy needs to account for it

GEO — Generative Engine Optimization — gets your content cited in AI answers. KDD 2024 research shows which methods lift visibility by up to 40%.

Amazon vs Perplexity — Ninth Circuit · June 2026

When marketplaces become the enemy: how AI agents are changing commerce

Amazon sued Perplexity for letting its AI agent shop on users' behalf. The Ninth Circuit case will decide whether platforms can lock out AI agents entirely.

Timeline showing how search has changed: SEO era (2010–2022), AI search arrives (2023), zero-click grows (2024), two channels matter (2025+)

SEO & Structured Data

SEO is not dead. But it's not enough anymore.

SEO isn't dead — but 68% of searches now end without a click. Why ranking well no longer means being visible, and what to extend, not abandon.

Flow diagram: Your Business → Aiprobase generates JSON-LD, Markdown, llms.txt, HTML → AI Agents (ChatGPT, Perplexity, Claude, Gemini, Grok)

AI Search & Discovery

What is Aiprobase: structured business profiles for AI agents

AI agents read your website fine — then guess what your business is. Aiprobase publishes structured profiles so agents match you on facts, not inference.

Stay ahead of AI search

New articles on GEO, AEO, SEO, and AI visibility — straight to your inbox. No fluff.

Thank you! Your submission has been received!

Oops! Something went wrong while submitting the form.

Latest posts

What's changing in AI search — and what to do about it.

Amazon vs Perplexity — Ninth Circuit · June 2026

Market Trends

7 minutes

When marketplaces become the enemy: how AI agents are changing commerce

Amazon sued Perplexity. On June 11, the Ninth Circuit heard the case. The question: can platforms block AI agents acting on a user's behalf?

Timeline showing how search has changed: SEO era (2010–2022), AI search arrives (2023), zero-click grows (2024), two channels matter (2025+)

SEO & Structured Data

6 minutes

SEO is not dead. But it's not enough anymore.

SEO still works. But AI search has a different output: an answer, not a list of links. Here's where SEO and GEO overlap, and where they diverge.

Funnel chart showing how search traffic drops: 8.5B daily queries → 48% have AI Overviews → 83% end without a click

GEO & AEO

6 minutes

What is GEO and why your content strategy needs to account for it

Nearly two thirds of searches now end without a click. GEO gets your content into AI-generated answers. Here's what the research actually found.

Flow diagram: Your Business → Aiprobase generates JSON-LD, Markdown, llms.txt, HTML → AI Agents (ChatGPT, Perplexity, Claude, Gemini, Grok)

AI Search & Discovery

4 minutes

What is Aiprobase: structured business profiles for AI agents

Aiprobase publishes your business as a structured profile AI agents can rely on, so they describe you from facts you set, not guesses. Here's how it works.