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AI Visibility Scorecard
Workbench
cdnsurf.com · Technology
Borderline visible. AI bots can crawl Workbench, 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 1 times
Claude
#2,031,084 of 2,623,115 in Technology for AI visibility
3.6
/10
AEO Score
About Workbench
from our crawl and measurement
"///Workbench업무 도구와 운영 서비스를 깊게 해설하는 분석 허브분석비교도입기AboutPolicyAuthority HubWorkbench업무 도구와 운영 서비스를 깊게 해설하는 분석 허브NAEO2026.07.21네이버 블로그 상위 노출을 위한 AI 마케팅 솔루션 NAEO 분석South Korea AI Marketing." That is how Workbench introduces itself. When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.6/10, Workbench is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Workbench
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Workbench.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cdnsurf
Cite this score: Engagemii (2026). "AEO Score for Workbench." Retrieved from https://engagemii.com/aeo/brands/cdnsurf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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