Insights for brands being evaluated by AI.

The Shortlist Before the Summary: How AI-Assisted Buyers Decide Which Brands Are Comparable

Before an AI assistant can explain which provider fits a need, it has to work with some set of possible providers.

Available Where? The Market-Readiness Signals Behind Overseas AI Recommendations

An overseas brand is difficult to recommend when its public information does not show where, how, and under which conditions the offer can actually be obtained.

Recognized but Misclassified: How Overseas AI Systems Learn What Your Company Actually Does

An AI system can recognize a company name and still place the company in the wrong category.

The Default Before the Query: Choice Architecture as a GEO Variable

The first visibility decision may occur before a user asks anything.

Seventy Sites, One Source: How to Detect False Corroboration

The Answer Without a Screen: GEO for Voice Agents

Voice agents change the delivery contract of an AI answer.

The Price Has an Expiry Time: GEO for Volatile Commerce Facts

A product price is not a timeless fact. It is a value attached to a currency, variant, seller, quantity, audience, market, and period of validity.

Local Search Becomes a Feed: What Aggregator and Supplier Units Change

Google's September 18, 2026 documentation update added local-business queries to its aggregator and supplier units in the European Economic Area.

The Video Becomes a Database: GEO for Askable Media

Video discovery is moving beyond matching a title to a query. Ask YouTube can assemble product comparisons, accept follow-up questions, and answer while a viewer remains on the watch page.

The Publisher Becomes an Entity: What Search Profiles Change for GEO

Google's Search profiles turn a publisher or creator into a managed destination that connects a name, biography, website, social accounts, recent content, and audience follows.

Live, Cached, or Closed: The Retrieval Setting Behind an AI Answer

An AI answer can look like a judgment about the web when it is partly a consequence of how the application was configured.

A Blocked Page Can Still Leave a Trace

Blocking a crawler does not guarantee that every trace of a URL disappears.