AI Visibility Scorecard
leadagency.org
leadagency.org · Nonprofits
Borderline visible. AI bots can crawl leadagency.org, 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 9 times
Claude · ChatGPT · Meta AI · Apple Intelligence
#41,619 of 827,220 in Nonprofits for AI visibility
<1
5
AEO Visibility
iBorderline · 4.6/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About leadagency.org
from our crawl and measurement
leadagency.org, based in Miami, OK, describes itself simply: "L.E.A.D. Agency, Inc. is leading the way for environmental justice at the Tar Creek Superfund Site in Oklahoma." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (WebSite), an llms.txt file for AI models, a sitemap.
AI crawlers have visited the site 4 times in our tracking, so the engines are already looking.
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
Strong
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 4.6/10, leadagency.org is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Will You Be Flooded ?
WHAT'S YOUR RISK?Leading the way for environmental justice31THOUSAND PEOPLE9TRIBAL NATIONS29YEARS OF SERVICECOMMON GOAL1
Is this your brand?
The exact fixes for leadagency.org
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for leadagency.org.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leadagency-org
Cite this score: Engagemii (2026). "AEO Score for leadagency.org." Retrieved from https://engagemii.com/aeo/brands/leadagency-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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