#576,218 OF 934,154 IN EDUCATION
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AI Visibility Scorecard
Talroo's Frontline Worker Index
frontlineworkerindex.com · Education
Borderline visible. AI bots can crawl Talroo's Frontline Worker Index, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude · ChatGPT
#576,218 of 934,154 in Education for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Talroo's Frontline Worker Index
from our crawl and measurement
Talroo's Frontline Worker Index describes itself simply: "Explore Q2 2025's Frontline Worker Index for key labor market insights on trends, wages, schedules, and new laws to help attract and retain top talent." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
Our crawl found structured data on the page (FAQPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
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
Fair
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
Weak
No inbound links found yet.
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 4.3/10, Talroo's Frontline Worker Index is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Talroo's Frontline Worker Index
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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.
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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/frontlineworkerindex
Cite this score: Engagemii (2026). "AEO Score for Talroo's Frontline Worker Index." Retrieved from https://engagemii.com/aeo/brands/frontlineworkerindex
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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