AI Visibility Scorecard
engineeringradiance.com · Media & Entertainment
At 3.25/10, Engineering Radiance is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 7 times
Meta AI · Claude · Perplexity
Top 10% in Media & Entertainment for AI visibility
44
AI Naming Predictability
iRarely named · 44/100
Media & Entertainment average 17
Top 9% of Media & Entertainment
See what's behind this score →3.25
AEO Visibility
iNear-invisible · 3.25/10
Media & Entertainment average 2.6
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Media & Entertainment average 15
See what's behind this score →0
from our crawl and measurement
Engineering Radiance is a business whose own site puts it this way: "Stop suffering. Start on the path to a healthier, happier version of yourself with natural migraine relief from specialist Erin Knight at Engineering Radiance." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.25 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 7 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and PerplexityBot.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.25/10, Engineering Radiance is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Are Our Migraine Medications Quietly Causing Dangerous Nutrient Deficiencies?
"It's over-the-counter, so this drug must be safe." "My doctor prescribed it and she knows what else I am taking, so I'll be fine." Often people have a high degree of confidence that the medications we use have been thoroughly vetted and should present no cause for... Read More
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/engineeringradiance
Cite this score: Engagemii (2026). "AEO Score for Engineering Radiance." Retrieved from https://engagemii.com/aeo/brands/engineeringradiance
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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