Free resources

AI Visibility Templates & Checklists

Practical resources for marketers working out how their brand, products and competitors appear in AI-generated answers.

AI visibility is not just another SEO task. Buyers are asking longer, more specific questions across AI engines, and the answers they receive are shaped by product evidence, third-party sources, citations, competitors and buyer-stage relevance. These templates and checklists help marketing teams understand what to audit, where gaps appear, and what to fix next.

AI Visibility Audit Template

A practical structure for reviewing how your brand, products and competitors appear across AI-generated answers.

AI Visibility Checklist for SEO Teams

A 12-point checklist to test whether your SEO activity really covers AI visibility, AEO and GEO.

Product AI Visibility Gap Checklist

A product-level checklist for finding the gaps brand-level AI visibility reports often miss.

AI Search Prompt Library

Example prompts organised by buyer journey stage to help marketers test how AI answers buyer questions.

AI Citation Source Checklist

A checklist for reviewing whether your market evidence appears in the sources AI systems are likely to use.

How to use these resources

Use these resources to run a first-pass review of your AI visibility. They will help you identify missing product evidence, weak source coverage, unclear value propositions and gaps between SEO activity and AI-led buyer discovery. For a full benchmark across prompts, engines, citations, competitors and buyer journey stages, run an Odyssiant audit.

Related Odyssiant resources

Want the full AI visibility picture?

Odyssiant tests your brand, products and competitors across AI-led buyer journeys, then turns the answers and citations into a prioritised action plan.