AI Visibility Scorecard
legionpathways.com · E-commerce
At 2.17/10, Legion Pathways — Build Your Path. Scale Your Skill. is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude · Amazon Alexa
Top 25% in E-commerce for AI visibility
24
AI Naming Predictability
iRarely named · 24/100
E-commerce average 18
Top 41% of E-commerce
See what's behind this score →2.17
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
E-commerce average 27
See what's behind this score →0
from our crawl and measurement
Legion Pathways — Build Your Path. Scale Your Skill. is a business whose own site puts it this way: "Legion Pathways is an outsourced retail growth team helping supplement, wellness, nutraceutical, functional food, functional beverage, and consumer packaged goods brands expand into." When AI engines look at it, they find little to work with. It scores 2.17 out of 10.
Our crawl found structured data on the page (Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic) and AmazonBot (Alexa AI).
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.17/10, Legion Pathways — Build Your Path. Scale Your Skill. is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/legionpathways
Cite this score: Engagemii (2026). "AEO Score for Legion Pathways — Build Your Path. Scale Your Skill.." Retrieved from https://engagemii.com/aeo/brands/legionpathways
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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