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AI Visibility Scorecard
Vision Zero Reporting
visionzeroreporting.com · Education
Somewhat visible. AI bots can read Vision Zero Reporting, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#56,466 of 860,518 in Education for AI visibility
6.3
/10
AEO Score
About Vision Zero Reporting
from our crawl and measurement
"Improving the way car crashes are reported in local media by using natural language processing to identify editorial anti-patterns that obscure the preventable nature of crashes." That is how Vision Zero Reporting introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
7
Forum and community discussion.
0
No Reddit mentions 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 6.3/10, Vision Zero Reporting has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Vision Zero Reporting
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Vision Zero Reporting.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/visionzeroreporting
Cite this score: Engagemii (2026). "AEO Score for Vision Zero Reporting." Retrieved from https://engagemii.com/aeo/brands/visionzeroreporting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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