AI Visibility Scorecard
FM Workbench
fmworkbench.com · Technology
Borderline visible. AI bots can crawl FM Workbench, 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
#1,075,024 of 2,705,352 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
0
AI Adoption
iNone detected · 0/100
About FM Workbench
from our crawl and measurement
"Unofficial FM26 coaching utilities and calculators." That is how FM Workbench introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (WebSite, WebApplication, FAQPage), an llms.txt file for AI models 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
Fair
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
Strong
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 4.9/10, FM Workbench is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to use it?
01Open the coach profileIn FM26, view any coach or staff member you want to evaluate.02Enter the attribute wordsMatch the word ratings (Reasonable, Good, Very Good…) for all 12 attributes.03Read the assignment ratingsFM Workbench shows star estimates for all 9 coaching roles, ranked by fit.04Assign or hire confidentlyKnow the best role before committing wages or reassigning your staff.
Is this your brand?
The exact fixes for FM Workbench
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 FM Workbench.
Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fmworkbench
Cite this score: Engagemii (2026). "AEO Score for FM Workbench." Retrieved from https://engagemii.com/aeo/brands/fmworkbench
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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