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AI Visibility Scorecard
Traffic Safety Dashboard for California
safetyheatmap.berkeley.edu · Technology
Well-positioned for AI search. The breakdown below shows where Traffic Safety Dashboard for California is still leaving points on the table.
AI engines read this profile 3 times
Claude · ChatGPT
#6,186 of 2,784,596 in Technology for AI visibility
8
/10
AEO Score
About Traffic Safety Dashboard for California
from our crawl and measurement
Traffic Safety Dashboard for California describes itself simply: "If you experience any technical difficulties please contact the TIMS team at [email protected]." Measured against the twelve signals AI engines rely on, it scores 8.0 out of 10, a strong showing.
On its own pages the site does well on a clear heading structure. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews and structured data describing the business.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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
7
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
9
Press and news coverage.
Community
9
Forum and community discussion.
9
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 8/10, Traffic Safety Dashboard for California has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Traffic Safety Dashboard for California
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/safetyheatmap-berkeley-edu
Cite this score: Engagemii (2026). "AEO Score for Traffic Safety Dashboard for California." Retrieved from https://engagemii.com/aeo/brands/safetyheatmap-berkeley-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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