Independent AEO Audit

www.luminaimaging.com AI Visibility Report — 30% Score

A snapshot of how often major AI assistants mention www.luminaimaging.com when answering buyer questions, plus a breakdown of the entity signals that drive those mentions.

Last audited October 15, 2026 · Powered by Rank Monster
Overall AI Visibility
30%
Per-engine breakdown
ChatGPT
20%
Claude
50%
Gemini
20%
Perplexity
40%
Google AI Overview
40%
Grok
10%
Test Methodology

10 search queries tested across 6 AI engines (60 total queries) on October 15, 2026.

ChatGPTClaudeGeminiPerplexityGoogle AI OverviewGrok
Category Performance
How often www.luminaimaging.com is mentioned by category of buyer question.
comparison
58%7/12
recommendation
31%11/36
awareness
0%0/12
Entity & Indexing Presence
The highest-leverage AEO signals. Each measures whether www.luminaimaging.com is known to a platform LLMs train from or cite.
50/100
  • BingIndexed on Bing
  • WikipediaNot found on Wikipedia
  • WikidataNot found on Wikidata
  • Wayback MachineIndexed on Wayback Machine
Tracked Competitors
Brands www.luminaimaging.com is benchmarked against in the Rank Monster dashboard.
Cleveland ClinicUniversity Hospitals Cleveland Medical CenterRadiologyAssistants.comAmerican Imaging Management ServicesFastMRIImageCare
Tested Searches
10 prompts tested — 6 mentioned at least once.
How much should I expect to pay for an MRI scan, and what affects the price?
awareness·
PerplexityChatGPTGrokGeminiGoogle AI OverviewClaude
What should I look for when choosing between lung cancer screening providers?
awareness·
PerplexityGrokGoogle AI OverviewChatGPTClaudeGemini
luminaimaging.com vs Cleveland Clinic for CT scans - which offers faster turnaround?
comparison·
GrokGeminiGoogle AI OverviewChatGPTPerplexityClaude
Alternatives to University Hospitals Cleveland Medical Center for MRI imaging with shorter wait times?
comparison·
ChatGPTPerplexityGeminiGrokClaudeGoogle AI Overview
Where can I get an MRI scan in Northeast Ohio that won't take weeks to schedule?
recommendation·
GrokGoogle AI OverviewGeminiPerplexityChatGPTClaude
Which diagnostic imaging centers near Cleveland offer transparent pricing upfront?
recommendation·
GrokPerplexityClaudeGeminiGoogle AI OverviewChatGPT
Who should I use for a CT scan in Westlake if I need results fast?
recommendation·
Google AI OverviewGrokChatGPTGeminiClaudePerplexity
What are the best places to get low dose lung cancer screening near Northeast Ohio?
recommendation·
Google AI OverviewGeminiPerplexityChatGPTGrokClaude
Which imaging providers in Cleveland offer coronary artery calcium screening?
recommendation·
PerplexityClaudeGrokGoogle AI OverviewChatGPTGemini
Where can I find outpatient diagnostic imaging services near me with hospital-grade equipment?
recommendation·
PerplexityClaudeGoogle AI OverviewGeminiGrokChatGPT
Proof of Citation
Grok

“luminaimaging.com vs Cleveland Clinic for CT scans - which offers faster turnaround?”

“**Lumina Imaging generally offers faster turnaround.** Private imaging centers like Lumina typically deliver CT results in a few hours...”

Gemini

“luminaimaging.com vs Cleveland Clinic for CT scans - which offers faster turnaround?”

“Lumina Imaging generally offers faster turnaround times for CT scan results compared to Cleveland Clinic. Lumina Imaging typically pro...”

Google AI Overview

“luminaimaging.com vs Cleveland Clinic for CT scans - which offers faster turnaround?”

“Both Lumina Imaging and the Cleveland Clinic generally offer a similar 24-to-48-hour standard turnaround time for routine outpatient CT sca...”

ChatGPT

“luminaimaging.com vs Cleveland Clinic for CT scans - which offers faster turnaround?”

“Short answer: Lumina Imaging advertises a faster, more predictable outpatient turnaround (typically 24–48 hours for CT reads), while Cleveland Clini...”

Perplexity

“luminaimaging.com vs Cleveland Clinic for CT scans - which offers faster turnaround?”

“**Lumina Imaging likely offers the faster scheduling turnaround:** it advertises same- or next-day CT appointments and results typically...”

Claude

“luminaimaging.com vs Cleveland Clinic for CT scans - which offers faster turnaround?”

“...scans at both of these providers.Based on the search results, here's a comparison of turnaround times for CT scans: **Lumina Imaging:** Lumina offers a rapid 24-hour turnaround time, with typical turnaround on results of 24 to 48 hours. **Cleveland Cl...”

Target Audience
Who www.luminaimaging.com serves — context for the search queries tested.
Industries
Diagnostic Imaging

www.luminaimaging.com AI Visibility Analysis

Answer Engine Optimization (AEO) measures how often AI assistants cite your brand when answering real buyer questions. Unlike SEO, AEO isn't about ranking on a blue link — it's about being the answer.

A 30% score means, on average, www.luminaimaging.com was mentioned in 30 out of every 100 relevant AI responses we tested. The industry benchmark for a well-optimized brand is 60% and up. Most brands score below 20% on their first audit.

The entity-presence checks above drive most of this score. LLMs are trained on — and cite from — Wikipedia, Wikidata, Bing, Brave, and the Google Knowledge Graph at disproportionate rates. Missing from one of those? You're likely missing from the answer.

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