AI Visibility Scorecard
prep-buddy.com · Health & Wellness
At 1.4/10, PrepBuddy — Exam Wellness Tracker is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 2 times
Claude
#350,680 of 380,332 in Health & Wellness for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 52% of Health & Wellness companies
1
AEO Visibility
iNear-invisible · 1.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
PrepBuddy Exam Wellness Tracker describes itself simply: "PrepBuddy helps students preparing for JEE, NEET, CUET, CAT, GATE, UPSC, and board exams track mood, identify stress triggers, reflect safely, and receive a personalised wellness support." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.4 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
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.
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 1.4/10, PrepBuddy — Exam Wellness Tracker is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this normal during exams?
Common exam-stress experiences, explained simply.▶Why do I feel like I forgot everything?Tired brains often feel blank — it is a temporary state, not a permanent loss. Start with one familiar topic to rebuild recall. The knowledge is still there.▶Why did one mock score ruin my mood?Mock scores create a pattern your brain interprets as judgment. One score is data for 3 mistakes to fix — not a verdict on your future.
Is this your brand?
The exact fixes for PrepBuddy — Exam Wellness Tracker
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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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/prep-buddy
Cite this score: Engagemii (2026). "AEO Score for PrepBuddy — Exam Wellness Tracker." Retrieved from https://engagemii.com/aeo/brands/prep-buddy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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