AI Visibility Scorecard
Roush
roush.com · Media & Entertainment
Well-positioned for AI search. The breakdown below shows where Roush is still leaving points on the table.
AI engines read this profile 196 times
Meta AI · Perplexity · ChatGPT · Claude
#655 of 1,966,218 in Media & Entertainment for AI visibility
92
AI Naming Predictability
iAI names companies like this often · 92/100
Media & Entertainment average 17
Top 1% of Media & Entertainment
See what's behind this score →7.2
1.3
Network Authority
iLightly connected · 1.3/10
1 relationship on record. The bigger your network, the more likely AI picks you.
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
About Roush
from our crawl and measurement
"Roush boldly imagines and creates remarkable and inspiring solutions for some of the world’s greatest organizations. We’re tackling the challenges that matter." That is how Roush introduces itself. Measured against the twelve signals AI engines rely on, it scores 7.2 out of 10, a strong showing.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 190 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
- Company ·
- Roush
- Website ·
- roush.com
- Industry ·
- Media & Entertainment
- Location ·
- Levan Livonia, MI
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Oct 24, 2026
The 6 on-page signals AI reads
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 7.2/10, Roush has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Roush
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/roush
Cite this score: Engagemii (2026). "AEO Score for Roush." Retrieved from https://engagemii.com/aeo/brands/roush
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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