AI Visibility Scorecard
mcqorbit.com · Technology
At 2.54/10, MCQ Orbit is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Technical AEO and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 10% in Technology for AI visibility
24
AI Naming Predictability
iRarely named · 24/100
Technology average 28
Top 41% of Technology
See what's behind this score →2.54
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Technology average 17
See what's behind this score →0
from our crawl and measurement
"Practice free online MCQ tests on aptitude, reasoning, general knowledge, math, and science. Improve your skills with MCQ Orbit and prepare for competitive exams with ease." That is how MCQ Orbit introduces itself. When AI engines look at it, they find little to work with. It scores 2.54 out of 10.
Our crawl found structured data on the page (FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.54/10, MCQ Orbit is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcqorbit
Cite this score: Engagemii (2026). "AEO Score for MCQ Orbit." Retrieved from https://engagemii.com/aeo/brands/mcqorbit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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