AI Visibility Scorecard
Allison Muhammad
allisonmuhammad.com · Education
At 2.39/10, Allison Muhammad 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, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 9 times
Claude · Meta AI · Apple Intelligence
19
AI Naming Predictability
iRarely named · 19/100
Education average 14
Top 20% of Education
See what's behind this score →2.39
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Education average 13
See what's behind this score →0
About Allison Muhammad
from our crawl and measurement
"Sacred Emergence is a transformational journey guiding spiritually-led women to heal, awaken feminine power, and rise into conscious leadership and abundance." That is how Allison Muhammad introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.39 out of 10.
Our crawl found structured data on the page (Person, Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 9 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
- Company ·
- Allison Muhammad
- Website ·
- allisonmuhammad.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.39/10, Allison Muhammad is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/allisonmuhammad
Cite this score: Engagemii (2026). "AEO Score for Allison Muhammad." Retrieved from https://engagemii.com/aeo/brands/allisonmuhammad
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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