AI Visibility Scorecard
SOBRsafe
sobrsafe.com · Technology
Somewhat visible. AI bots can read SOBRsafe, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Claude · Apple Intelligence
#23,383 of 2,706,565 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.7/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About SOBRsafe
from our crawl and measurement
SOBRsafe, based in Greenwood Village, CO, describes itself simply: "Discover SOBRsafe's next-generation alcohol monitoring technology with our line of alcohol monitoring devices, including SOBRsure, a wearable alcohol sensor." Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with structured data on the page (Organization, WebSite), an llms.txt file for AI models, a sitemap.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
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 6.7/10, SOBRsafe has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What are Transdermal Insights?
The basic transdermal functionality has been validated by over 8o years of research – this is not new science (just an advanced approach).As opposed to invasive testing like breath or blood, transdermal technologies track alcohol metabolized through your skin.As humans process alcohol, a measurable amount gets released through our pores.Transdermal, or touch-based, solutions can identify the presence of alcohol.
Is this your brand?
The exact fixes for SOBRsafe
Which AI engines already crawl you
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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 SOBRsafe.
SOBRsafe lists 26 products, 25 in stock, priced 19.99 to 799.99.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sobrsafe
Cite this score: Engagemii (2026). "AEO Score for SOBRsafe." Retrieved from https://engagemii.com/aeo/brands/sobrsafe
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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