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AI Visibility Scorecard
reddevilradiators.com.au · Automotive
Somewhat visible. AI bots can read Red Devil Radiators, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#27,779 of 331,668 in Automotive for AI visibility
5.7
/10
AEO Score
from our crawl and measurement
"For all your vehicles cooling problems contact Red Devil Radiators. We are the radiator and air conditioning experts with 6 convenient locations across Brisbane & the Gold Coast." That is how Red Devil Radiators introduces itself. Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.7/10, Red Devil Radiators has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Red Devil Radiators
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/reddevilradiators-com-au
Cite this score: Engagemii (2026). "AEO Score for Red Devil Radiators." Retrieved from https://engagemii.com/aeo/brands/reddevilradiators-com-au
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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