AI Visibility Scorecard
Unbabel
unbabel.com · Technology
Somewhat visible. AI bots can read Unbabel, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Apple Intelligence · ChatGPT · Claude · Meta AI
#34,149 of 2,707,521 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
8
AI Adoption
iBasic · 8/100
About Unbabel
from our crawl and measurement
"Unbabel’s Language Operations Platform gives businesses the ability to thrive across cultures and geographies by eliminating language barriers." That is how Unbabel introduces itself. Its AI visibility score is 6.6 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 (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Good
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
Good
Forum and community discussion.
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 6.6/10, Unbabel has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Unbabel?
Unbabel is the next-generation LangOps Platform, and all-in-one solution for your global translations. With real-time quality reporting, customization, transparency, and control — we empower you to meet your business goals for cost, speed, and quality. ×Unbabel translation matches your business lingo from the get-go. Then it just gets better, replicating your own company’s tone into every market you need. ×
Is this your brand?
The exact fixes for Unbabel
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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/unbabel
Cite this score: Engagemii (2026). "AEO Score for Unbabel." Retrieved from https://engagemii.com/aeo/brands/unbabel
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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