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AI Visibility Scorecard
Vocabulary
vocabulary.com · e-learning
Somewhat visible. AI bots can read Vocabulary, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Amazon Alexa · ChatGPT Search · Claude · Meta AI
#20,785 of 901,052 in Education for AI visibility
6.8
/10
AEO Score
About Vocabulary
from our crawl and measurement
Vocabulary describes itself simply: "Vocabulary.com helps you learn new words, play games that improve your vocabulary, and explore language." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: sitemaps and entity links AI can follow. It is passable on a workable page structure and a partly stated business identity. What holds it back is credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and structured data describing the business.
Away from its own site, other sites link to it, the domain reads as established and it comes up on Reddit. There is some, but not much, sign that press coverage is thin and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business.
AI crawlers have visited 5 times in our tracking, including AmazonBot (Alexa AI), OAI-SearchBot (OpenAI) and ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1997.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
Community
4
Forum and community discussion.
8
Reddit mentions and discussion.
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 6.8/10, Vocabulary has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Vocabulary
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vocabulary
Cite this score: Engagemii (2026). "AEO Score for Vocabulary." Retrieved from https://engagemii.com/aeo/brands/vocabulary
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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