AI Visibility Scorecard
RAC Prep
racprep.com · Education
Borderline visible. AI bots can crawl RAC Prep, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#698,176 of 936,906 in Education for AI visibility
4
AEO Visibility
iBorderline · 4/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About RAC Prep
from our crawl and measurement
RAC Prep is a business whose own site puts it this way: "Prepare for your RAC certification exam with an expert-designed Practice Test. Build confidence and improve your score with RAC Prep’s practice exam." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) 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
Fair
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4/10, RAC Prep is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose RAC Prep?
Test Your Knowledge Gain access to a wide array of practice questions that accurately reflect the content and format of the RAC Drugs and RAC Devices exams. These questions are designed to challenge your understanding of regulatory requirements. Correct & Incorrect Answers Provided Receive immediate feedback on each question with clear explanations for both correct and incorrect answers.
Is this your brand?
The exact fixes for RAC Prep
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 RAC Prep.
Source & Attribution
Scored by Engagemii on September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/racprep
Cite this score: Engagemii (2026). "AEO Score for RAC Prep." Retrieved from https://engagemii.com/aeo/brands/racprep
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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