#41,203 OF 924,845 IN EDUCATION
SCORE HISTORY BEGINS 2026-07-31
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AI Visibility Scorecard
Agents of Change
agentsofchangeprep.com · Education
Somewhat visible. AI bots can read Agents of Change, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · Meta AI · ChatGPT · Apple Intelligence
#41,203 of 924,845 in Education for AI visibility
7
AEO Visibility
iVisible · 6.6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Agents of Change
from our crawl and measurement
Agents of Change describes itself simply: "Prepare for the ASWB Exam with our free tools, study tips, expert advice, and more. Let Agents of Change help you PASS your licensing exam!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.6/10, Agents of Change has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Agents of Change
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/agentsofchangeprep
Cite this score: Engagemii (2026). "AEO Score for Agents of Change." Retrieved from https://engagemii.com/aeo/brands/agentsofchangeprep
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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