AI Visibility Scorecard
415e71st.com · Professional Services
Borderline visible. AI bots can crawl Treadstone 71, 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 8 times
ChatGPT · Claude · Meta AI · Apple Intelligence
#23,100 of 528,823 in Professional Services for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Professional Services average 8
Top 79% of Professional Services
See what's behind this score →4
-
Network Authority
iNot connected yet
Professional Services average 0.0
0 relationships · Professional Services average 1
See what's behind this score →65
Muse Index Score
iAI agent readiness
Transactable · 65/100
Professional Services average 18
See what's behind this score →12
from our crawl and measurement
Treadstone 71 is a Half Moon Bay, CA business whose own site puts it this way: "#t71rpt{ all:initial; display:block; box-sizing:border-box; font-family:Inter,-apple-system,BlinkMacSystemFont,Segoe UI,Roboto,Helvetica,Arial,sans-serif; max-width:1200px; margin:0." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Article, Course, Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
Strong · Good · Fair · Weak
Structured Data
Strong
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.2/10, Treadstone 71 is crawlable but under-signaled - fixable, and the signals above are where to start.
What is Treadstone 71?
Treadstone 71 LLC is a veteran-owned pure-play cyber intelligence, counterintelligence, and cognitive warfare consultancy founded in 2002. Treadstone 71 provides strategic threat intelligence, counterintelligence consulting, adversary dossiers and profiling, published intelligence frameworks, and NICCS-listed tradecraft training for enterprise, defense, and government organizations.
Is this your brand?
The exact fixes for Treadstone 71
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on September 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/415e71st
Cite this score: Engagemii (2026). "AEO Score for Treadstone 71." Retrieved from https://engagemii.com/aeo/brands/415e71st
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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