AI Browsers (Atlas, Comet, Dia): The New Discovery Surface Explained
How the browser itself became an answer engine in 2026 — and what that means for everyone whose job is...
Multi-Engine Citation Parity: A Framework for Showing Up Everywhere
How to earn citations across every AI answer engine at once — instead of chasing each one separately TL;DR Every...
You.com, Brave Leo and the Independent Answer Engines Worth Targeting
Beyond Google and Bing sits a smaller class of answer engines with their own indexes, their own retrieval logic, and...
Google AI Mode vs AI Overviews: Two Surfaces, Two Link Strategies
They agree on the answer and disagree on the source. Why a 13.7% citation overlap means you need two playbooks...
Microsoft Copilot Deep-Dive: Enterprise AI Citation Mechanics
How Copilot decides what to name inside Windows, Edge and Microsoft 365 — and the two-gate model a UK link...
Amazon Rufus and Commerce-Native AI: How It Decides What to Surface
TL;DR — what actually moves a Rufus recommendation Rufus is commerce-native: it reads Amazon’s own corpus — structured attributes, listing...
Apple Intelligence and Siri: Optimising for On-Device AI Answers
TL;DR — how to think about Apple Intelligence in 2026 Apple Intelligence is not an answer engine you optimise for....
Meta AI Across WhatsApp, Instagram and Facebook: A Citation Strategy
TL;DR — the UK strategist’s view of Meta AI Meta AI is not one citation surface. It is three, each...
DeepSeek and the Open-Model Citation Landscape in 2026
TL;DR — what open-weight changes about getting cited DeepSeek is open-weight (MIT-licensed). That single fact splits its citation surface into...
How Grok Cites Sources: The X-Native Answer Engine Playbook
TL;DR — the five things that actually move Grok citations Grok is the third-most-used chatbot in the US (≈17.8% share,...