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AI Visibility Scorecard
frntlne
frntlne.com · Technology
Somewhat visible. AI bots can read frntlne, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Apple Intelligence · Meta AI
#87,207 of 2,662,605 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.5/10
90
Muse Index Score
iAI agent readiness
Transactable · 90/100
0
AI Adoption
iNone detected · 0/100
About frntlne
from our crawl and measurement
frntlne is a business whose own site puts it this way: "Mobile-first learning platform for frontline workers." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, SoftwareApplication, FAQPage), 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) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.5/10, frntlne has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is frntlne?
frntlne is a mobile-first learning platform designed to train frontline workers using short-form video content. It helps brands, retailers, and sales teams improve product knowledge and drive measurable sales results.
How does frntlne improve sales?
frntlne delivers bite-sized training videos directly to frontline workers' phones, improving product knowledge and sales techniques. Our clients see an average 16% increase in sales and 94% training completion rates.
Which brands use frntlne?
frntlne is trusted by leading global brands including Google, Coca-Cola, L'Oréal, Versace, Hennessy, Sanofi, and many more across retail, CPG, and luxury sectors.
Is frntlne available on mobile?
Yes, frntlne is available on iOS, Android, and web. The app is designed mobile-first to fit into the busy schedules of frontline workers.
Is this your brand?
The exact fixes for frntlne
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.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frntlne
Cite this score: Engagemii (2026). "AEO Score for frntlne." Retrieved from https://engagemii.com/aeo/brands/frntlne
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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