Resources

Guides on AI Recommendation Intelligence and machine discoverability.

Practical, evidence-grounded guides - not marketing filler. Start with the readiness checklist or the methodology behind every Trocial scan.

Guides

• AI Recommendation Readiness Checklist - A practical checklist for whether a brand is ready to be found, understood, and recommended by AI systems - covering facts, proof, structure, and competitive context.
• AI Visibility vs AI Recommendation Intelligence - AI visibility asks whether a brand is mentioned by AI systems. AI Recommendation Intelligence asks why it is or is not recommended, and what to fix. Here is the practical difference.
• Machine Discoverability Glossary - Plain-language definitions of the terms used across AI visibility, answer engine optimization, and machine discoverability - from AI Visibility to schema markup.
• How AI Systems Discover and Cite Brands - A walk-through of how AI answer engines and agents actually find, extract, and cite facts about a business - and where the process breaks down.
• AI Recommendation Index - Trocial is developing an AI Recommendation Index. No rankings are published yet. This page explains what will be measured and how to be notified when it launches.
• Trocial Methodology - Discover, Measure, Diagnose, Act, Retest.