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AI Visibility Scorecard
Judge Jessica Mangrum
jessicamangrum.com · Nonprofits
Borderline visible. AI bots can crawl Judge Jessica Mangrum, 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
#436,455 of 545,989 in Nonprofits for AI visibility
3.6
/10
AEO Score
About Judge Jessica Mangrum
from jessicamangrum.com
Donate HomeAbout Donate Scroll Efficiency.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.6/10, Judge Jessica Mangrum is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Judge Jessica Mangrum
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Most Motivated Donors Are Leaving Without Giving
Here's the moment that happens on nonprofit websites every single day.
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Source & Attribution
Scored by Engagemii on July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jessicamangrum
Cite this score: Engagemii (2026). "AEO Score for Judge Jessica Mangrum." Retrieved from https://engagemii.com/aeo/brands/jessicamangrum
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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