AI Visibility Scorecard
Roadz
roadz.com · Technology
Somewhat visible. AI bots can read Roadz, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Apple Intelligence · Claude
#323,774 of 2,707,327 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
12
AI Adoption
iBasic · 12/100
About Roadz
from our crawl and measurement
Roadz is a Palo Alto, CA business whose own site puts it this way: "Founded by experts with years of experience in fleet management and data-driven intelligence, we identified siloed systems as a core issue for fleet managers." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Strong
Inbound links from other sites.
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 5.6/10, Roadz has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why work with ROADZ?
Cut through the data overload — drive smarter, more efficient fleet operations with AI-powered insights.Cost SavingsReduce TCO by improving asset utilization.Reduce fuel expenses by identifying and dealing with inefficiencies.Lower maintenance costs through smarter service scheduling.Safety & ComplianceMinimize accidents with smarter risk analysis.Improve driver behaviour and management.Improve fleet complianceFleet.
Is this your brand?
The exact fixes for Roadz
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Roadz.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/roadz
Cite this score: Engagemii (2026). "AEO Score for Roadz." Retrieved from https://engagemii.com/aeo/brands/roadz
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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