▼ 0.9 since Jun 2026
#271,992 OF 822,097 IN NONPROFITS
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AI Visibility Scorecard
Pilot Foundation Services, LLC
pilotfoundations.com · Nonprofits
Somewhat visible. AI bots can read Pilot Foundation Services, LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#271,992 of 822,097 in Nonprofits for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Pilot Foundation Services, LLC
from our crawl and measurement
"Choose a trusted foundation contractor in Rosharon, TX for reliable, high-quality services. Call (281) 220-5992 to start your project today." That is how Pilot Foundation Services, LLC of Bryan, TX 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 (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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 5.1/10, Pilot Foundation Services, LLC has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pilot Foundation Services, LLC
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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.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pilotfoundations
Cite this score: Engagemii (2026). "AEO Score for Pilot Foundation Services, LLC." Retrieved from https://engagemii.com/aeo/brands/pilotfoundations
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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