AI Visibility Scorecard
Mango Languages
startandspeak.com · Education
Somewhat visible. AI bots can read Mango Languages, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#204,743 of 936,913 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Mango Languages
from our crawl and measurement
Mango Languages is a business whose own site puts it this way: "Learn one of 70+ languages with an award-winning app built by real linguists. Start a free trial, or check whether your library or school already gives you access." Its AI visibility score is 5.4 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) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
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 5.4/10, Mango Languages has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Bringing Mango to a school, library, or team?
Mango offers custom solutions that work for organizations of any size.
Is this your brand?
The exact fixes for Mango Languages
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Mango Languages.
Source & Attribution
Scored by Engagemii on September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/startandspeak
Cite this score: Engagemii (2026). "AEO Score for Mango Languages." Retrieved from https://engagemii.com/aeo/brands/startandspeak
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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