Content Prompt Injection: Defending Your Pages From Adversarial Text
The short version. In late April 2026, Google swept the public web for prompt injections — instructions planted in page...
Citation Poisoning: How Bad Actors Manipulate AI Answers — and How to Detect It
TL;DR Citation poisoning is content published to be retrieved and repeated by an AI answer engine. It attacks not what...
The Citable Fact Page: Engineering Statements Engines Quote Verbatim
TL;DR The claim: AI systems lift whole paragraphs from pages and drop the attribution that came with them. The quotable-soundbite...
First-Party Data and AI Agents: Consent Is the Real Agent-Commerce Advantage
TL;DR The deadline that justified the moat was cancelled. Google kept third-party cookies in April 2025 and retired most of...
Knowledge-Base Engineering: Turning Your Docs Into a Citation Asset
THE SHORT VERSION Help-centre pages are the most-read and least-cited content most companies own. The variable that separates a cited...
API-First Publishing: One Source for Humans and Agents
TL;DR The standard API-first project changes the delivery format and leaves the unit of publication alone. That is why so...
Structured “About” Data: Making Your Facts the Ones Engines Trust
TL;DR. Every controlled test of schema markup published in 2026 tested description, and every one of them found close to...
The Entity Home, Upgraded: A Source-of-Truth Page for the Agent Web
TL;DR A source of truth is downstream, not upstream. Your page does not settle a disagreement about your company —...
llms-full.txt and Beyond: Feeding LLMs Your Best Content in 2027
TL;DR Every 2026 implementation guide defines llms-full.txt as a complete text export of your site. That definition is the most...
The Machine-Readable Brand: Building Your Owned Agent-Facing Layer
TL;DR Everything in the owned agent-facing layer — summary files, agent manifests, structured data, feeds, endpoints — is a write....