AI Visibility Scorecard
StreetLight
learn.streetlightdata.com · Technology
Somewhat visible. AI bots can read StreetLight, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
Meta AI · Claude · Apple Intelligence
#23,355 of 2,705,353 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.7/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About StreetLight
from our crawl and measurement
StreetLight describes itself simply: "Gain actionable insights into transportation patterns with our transportation data solutions. Measure mobility, optimize infrastructure, and more." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic).
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
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 6.7/10, StreetLight has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why StreetLight?
Respond fasterWith data at your fingertips, collected 24/7, we help you diagnose pressing issues, deliver projects on time, and keep your constituents informed. Unmatched scale and depthData collected “everywhere all the time” means you can zero in on any location, dates, times of day, and other parameters your project requires.
Is this your brand?
The exact fixes for StreetLight
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 StreetLight.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/learn-streetlightdata
Cite this score: Engagemii (2026). "AEO Score for StreetLight." Retrieved from https://engagemii.com/aeo/brands/learn-streetlightdata
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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