A practical editorial hub for teams that need to understand how English AI search changes discovery, comparison, and trust.
Google.com is now the most-cited domain in AI Mode at 17.42% of citations — up from 5.7% in nine months. Inside the platform's inward turn, and the audit that shows where yours go.
Read insight ->From 2 August 2026, AI-generated content must be labelled and machine-marked in the EU — fines reach €15M or 3% of turnover. What brands publishing AI-assisted content must do.
Read insight ->Same prompt, temperature 0, 1,000 runs — 80 different answers. AI visibility measurement needs fixed panels, repeated runs, and intervals. The practical protocol.
Read insight ->Google Lens handles 20 billion visual searches a month, and a 2026 patent shows images helping select sources before text is read. Inside visual AI citations.
Read insight ->Every marketing leader eventually receives the screenshot. A prospect asked ChatGPT a simple question about the company;
Read insight ->GEO retainers run 500 to 100,000 a month — a 200× spread. The 2026 pricing bands, what each tier actually buys, and the four line items to refuse.
Read insight ->GEO localization succeeds when a product fact keeps the same underlying meaning while its language, units, price, availability, legal scope, and evidence are adapted for a specific market. Translation alone cannot do that.
Read insight ->A table is safe for AI-assisted research only when each value can travel with its meaning. That meaning usually includes the row label, column label, unit, market or operating condition, footnote, source, and effective date.
Read insight ->A published correction reaches an AI answer through several clocks: release, discovery or recrawl, processing or indexing, retrieval for a defined question, and answer observation. These events can occur at different times, and some are not directly visible.
Read insight ->To learn what an AI fetcher can read, compare the same URL through several paths: the initial HTTP response, a browser-rendered DOM, a request using the documented search crawler, and any user-initiated fetch you can lawfully observe.
Read insight ->Ten generative engine optimization agencies evaluated for manufacturing exporters — spec-sheet citation work, certification evidence, and RFQ-path visibility.
Read insight ->AI engines cite clinical authorities on health queries — yet hallucinate 64% on contaminated cases, and Mayo Clinic holds under 1% of citations. Inside YMYL.
Read insight ->12 published insights on this page.
