AI Visibility Scorecard
Federal Managers Association
fedmanagers.org · Membership Organizations
Borderline visible. AI bots can crawl Federal Managers Association, 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 12 times
Claude · Meta AI · ChatGPT · Apple Intelligence
#31,009 of 93,403 in Membership Organizations for AI visibility
22
AI Naming Predictability
iNamed occasionally · 22/100
More likely to be named than 99% of Membership Organizations companies
4
AEO Visibility
iBorderline · 4.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Federal Managers Association
from our crawl and measurement
Federal Managers Association, based in Alexandria, VA, describes itself simply: "FMA Working for You Important Implementation Information for Schedule Policy/Career - June 11, 2026 Although FMA has fought against Schedule Policy/Career since its inception in 2020 as." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Strong
Recognized in AI knowledge graphs.
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 4.2/10, Federal Managers Association is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Federal Managers Association
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fedmanagers-org
Cite this score: Engagemii (2026). "AEO Score for Federal Managers Association." Retrieved from https://engagemii.com/aeo/brands/fedmanagers-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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