AI Visibility Scorecard
FARS API (2026)
farsapi.com · Technology
Borderline visible. AI bots can crawl FARS API (2026), but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,222,779 of 2,707,327 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
60
Muse Index Score
iAI agent readiness
Transactable · 60/100
0
AI Adoption
iNone detected · 0/100
About FARS API (2026)
from our crawl and measurement
"REST API for NHTSA FARS fatal crash data. Query US traffic accident data by location, intersection, vehicle type, driver profile. Data 2017-2023, updated for 2026." That is how FARS API (2026) introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (WebApplication, FAQPage), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.8/10, FARS API (2026) is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is the NHTSA FARS data API?
FARS API (farsapi.com) is a REST API for NHTSA's Fatality Analysis Reporting System, covering 254,000+ US fatal crashes from 2017-2023. Each crash is pre-joined to FHWA HPMS traffic volume so queries return both the raw count and the AADT exposure denominator. Responses are JSON; radius search, intersection lookup, and aggregate statistics are built in. Free tier for statistics, $19/month for full access.
Is this your brand?
The exact fixes for FARS API (2026)
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for FARS API (2026).
Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/farsapi
Cite this score: Engagemii (2026). "AEO Score for FARS API (2026)." Retrieved from https://engagemii.com/aeo/brands/farsapi
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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