Making roads and vehicles safer
IIHS-HLDI (iihs.org) scores 79 out of 100 on Brand Analyzer, placing it in the Brand-Ready tier among Non-profit brands, Automotive brands, Education brands, in the 59th percentile of 6056 Non-profit brands.
IIHS-HLDI (Insurance Institute for Highway Safety and Highway Loss Data Institute) is an independent, nonprofit scientific and educational organization focused on reducing deaths, injuries, and property damage from motor vehicle crashes. It conducts research and evaluations of vehicle safety and highway design, publishing ratings and data used by consumers, policymakers, insurers, and automakers. Founded in 2009, the organization positions itself as a leading independent authority on highway and vehicle safety, supporting initiatives such as efforts to reduce roadway fatalities.
| Brand Name | IIHS-HLDI |
|---|---|
| Domain | iihs.org |
| Industry | Non-profit, Automotive |
| Founded | 2009 |
| Main Competitors | National Highway Traffic Safety Administration (NHTSA) (79/100), Euro NCAP (75/100), Consumer Reports (91/100), J.D. Power (83/100), ANCAP Safety |
Moz Domain Authority 68/100 vs category average 52 / leader 97 - a strong backlink profile, so AI systems frequently encounter mentions of the brand.
Ranked #19,334 on the Tranco list of most-visited sites - strong traffic reinforces the brand's prominence to AI models.
No Wikipedia presence was found - a major gap, since Wikipedia is among the most heavily weighted sources in AI training data.
The homepage meta description reads "The Insurance Institute for Highway Safety (IIHS) is an independent, nonprofit scientific and educational organization dedicated to reducing deaths, injuries and property damage fr…" (Meta description: 40 words. No OG description (falling back to meta)) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: 1 JSON-LD block(s), Organization schema, og:title, og:image, og:type, Twitter cards. Adding FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: robots.txt present, no AI bot restrictions - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Detected tech stack: ASP.NET, Cloudflare.
Social footprint: verified profiles on X (Twitter), Instagram, YouTube, LinkedIn, GitHub; no detected presence on Facebook - consistent profiles reinforce the brand's identity across the web.
0 Reddit mentions - community discussion signals real-world reputation to AI models.
Live results from asking a general-purpose AI assistant about the brand, checked September 2026.
When asked "What is IIHS-HLDI?", Claude could identify the brand as of September 2026. IIHS-HLDI stands for the Insurance Institute for Highway Safety and its Highway Loss Data Institute, a nonprofit research organization funded by auto insurers that conducts vehicle safety testing and analyzes insurance claims data to reduce crashes and injuries. Best known for Vehicle crash-test ratings, including the Top Safety Pick and Top Safety Pick+ awards.
When asked "Best brands similar to IIHS-HLDI?", Claude would recommend IIHS-HLDI as of September 2026. It's one of the most authoritative and widely cited sources for independent vehicle safety ratings and highway safety research in the US.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
IIHS-HLDI's main competitors in Non-profit: National Highway Traffic Safety Administration (NHTSA) (79/100), Euro NCAP (75/100), Consumer Reports (91/100), J.D. Power (83/100).
Sources: Brand Analyzer scan
IIHS-HLDI has limited AI-search visibility, scoring 43/100 on Brand Analyzer's AI visibility composite (visibility 31, trust 48, recommendation 58). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: IIHS-HLDI official site
IIHS-HLDI was founded in 2009. IIHS-HLDI operates in the Non-profit category. It is analyzed by Brand Analyzer across seven brand dimensions and AI-search visibility.
Sources: Wikidata
IIHS-HLDI scores 58/100 on Brand Analyzer's AI recommendation signal, indicating it is reasonably likely to be surfaced when AI assistants like ChatGPT suggest Non-profit options. Recommendation depends on crawlability, structured data, and category authority.
Sources: IIHS-HLDI official site
IIHS-HLDI is an independent, nonprofit scientific and educational organization dedicated to reducing deaths, injuries, and property damage from motor vehicle crashes. It combines the Insurance Institute for Highway Safety (IIHS) and the Highway Loss Data Institute (HLDI), conducting research and evaluations to inform consumers, policymakers, and safety professionals about vehicle and highway safety.
Sources: IIHS-HLDI official site
IIHS-HLDI conducts scientific research and evaluations on motor vehicle crashes, vehicle design, and highway safety. It produces vehicle safety ratings and data analyses that are used to educate consumers, policymakers, insurers, and automakers, with the goal of reducing crash-related deaths, injuries, and property damage.
Sources: IIHS-HLDI official site
IIHS-HLDI can improve AI discoverability by strengthening structured data (Organization and FAQ schema), maintaining an accurate Wikipedia/Wikidata entity, earning authoritative citations, and keeping content crawlable for AI bots. Brand Analyzer measures these as visibility, trust, and recommendation signals.
Sources: IIHS-HLDI official site
IIHS-HLDI offers vehicle safety ratings, crash-test evaluations, research reports, and educational resources related to highway and vehicle safety, aimed at informing consumers, policymakers, insurers, and automakers.
Sources: IIHS-HLDI official site
IIHS-HLDI's research and ratings are used by consumers researching vehicle safety, policymakers, insurers, automakers, and safety professionals seeking data-driven insights on highway and vehicle safety.
Sources: IIHS-HLDI official site
IIHS-HLDI is known for its independent, data-driven vehicle safety ratings and crash-test evaluations, as well as its research initiatives aimed at reducing roadway fatalities, such as efforts related to a 30x30 fatality reduction goal.
Sources: IIHS-HLDI official site
IIHS-HLDI scores 43/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
IIHS-HLDI has a limited AI-visibility profile at 43/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (58/100) and its weakest is visibility (31/100). It benefits from a Wikidata knowledge-graph entry, a global traffic rank of #19,334 (Tranco) and a Moz Domain Authority of 68/100. The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data and no llms.txt to steer AI to its best pages. In a live check, Claude could already identify IIHS-HLDI from memory (September 2026) - a sign these signals are paying off.
The score combines seven dimensions - name quality, digital presence, visual identity, messaging clarity, trust foundation, AI discoverability, and brand authority - into a single objective benchmark.
Ranked closest to IIHS-HLDI: International Institute for Environment and Development (IIED) (79/100), IHEDN (79/100), IMPALA (79/100), re:Members (79/100).
A step up - brands to learn from: Youth Ki Awaaz (81/100), Young Survival Coalition (81/100).
Category leader: PBS (97/100).
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