Diagnostic Product · AI Visibility
AI VS X-Ray
Search engine rankings used to decide who won. Today, AI engines answer the question directly — and most brands are invisible in those answers. AI VS X-Ray is CEXRES's deep-dive diagnostic that scans how visible, cited and recommended your brand is across AI engines, exposes the gaps like an X-ray, and hands back a prioritized fix plan.
What the X-Ray Scans
Answer Engine Presence
Whether your brand appears in AI-generated answers for the commercial queries that matter to your category — and who appears instead of you.
Citation & Source Graph
Which of your pages and assets are actually cited as sources by AI systems, versus competitors who are feeding the answer engines with better-structured evidence.
Sentiment & Framing
How AI models describe your brand when they do mention it: the adjectives, comparisons and category framing that define your machine-readable reputation.
Structured Data Readiness
Whether your site exposes the entities, schemas and authoritative signals that AI engines reward — and the specific technical gaps blocking visibility.
Competitive X-Ray
Side-by-side visibility against named competitors across the same query set, showing exactly where you are absent and where you can overtake.
Priority Fix Map
Findings are ranked by impact and effort into a sequenced action plan, so the team starts with the changes that move AI visibility fastest.
What You Get Back
Visibility Score
A quantified AIVS score for your current AI-engine presence.
Evidence Report
Every finding cites the query, engine and answer it came from.
Fix Plan
Sequenced AIEO actions, executable through CEXRES delivery.
X-Ray vs. Standard AIVS
The standard AIVS score gives a fast six-dimension readiness read. AI VS X-Ray goes deeper: it tests your actual commercial query set against live AI answers, maps your citation graph, and benchmarks named competitors — the diagnostic you run when AI-channel revenue is on the line. Findings feed directly into AIEO (AI Engine Optimization) execution and can be delivered end-to-end under RAAS™.
See What the AI Engines Say About You
Launch a full CEXRES diagnosis and select AI visibility as your module — the X-Ray findings are included in the deep-dive flow, with transparent results-based pricing.