What should a knowledge article cover?
Address industry questions that may arise in AI conversations. Include definitions, methods, steps, conditions of use, counterexamples, evidence links, and next steps.
How does an FAQ hub differ from a regular FAQ?
An FAQ hub groups questions by topic to cover AI queries and connect answers to deeper explanations. A regular FAQ is often just a few pre-sales questions at the bottom of a page.
What types of evidence pages can we create?
Options include an evidence library, References, an Update Log, qualification and certification pages, case evidence, testing methods, and single source of truth (SSOT) summaries.
What counts as a high-risk fact?
Client counts, growth rates, rankings, certifications, patents, case results, price commitments, and delivery timelines all require evidence and confirmation from the responsible owner.
Can content be published without supporting evidence?
It may describe a method or process, or clearly state that a fact awaits confirmation. It must not present unverified claims as established results or performance guarantees.
What is the Update Log for?
The Update Log records page changes, factual updates, and new evidence so AI and human reviewers can assess how current and traceable the content is.
How can we make content more informative?
Replace vague adjectives with terms, fields, steps, specifications, use cases, named evidence, update dates, and explanations of cause and effect.
Is more content always better?
No. Repetitive, vague, or unsupported content can weaken authority. GEO needs an interconnected network of specific, verifiable content.
Explore the related public resources, or submit your website for an AI visibility assessment.
Request a GEO Visibility AssessmentFurther reading and supporting evidence
FAQs answer specific questions. The links below add methods, evidence, case studies, and assessments so readers can trace each answer and AI can recognize its context and supporting sources.