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AI Visibility Scorecard
IIHS-HLDI crash testing and highway safety
iihs.org · research
Well-positioned for AI search. The breakdown below shows where IIHS-HLDI crash testing and highway safety is still leaving points on the table.
AI engines read this profile 4 times
ChatGPT · Claude
#347 of 735,720 in Automotive for AI visibility
7.1
/10
AEO Score
About IIHS-HLDI crash testing and highway safety
from iihs.org
The Insurance Institute for Highway Safety (IIHS) is an independent, nonprofit scientific and educational organization dedicated to reducing deaths, injuries and property damage from motor vehicle crashes through research and evaluation and through education of consumers, policymakers and safety professionals.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
8
Press and news coverage.
Community
8
Forum and community discussion.
8
Reddit mentions and discussion.
What this score means
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 7.1/10, IIHS-HLDI crash testing and highway safety has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for IIHS-HLDI crash testing and highway safety
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 July 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/iihs-org
Cite this score: Engagemii (2026). "AEO Score for IIHS-HLDI crash testing and highway safety." Retrieved from https://engagemii.com/aeo/brands/iihs-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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