AI Visibility Scorecard
KG
kathygu.com · Nonprofits
Borderline visible. AI bots can crawl KG, 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
#733,464 of 827,195 in Nonprofits for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About KG
from our crawl and measurement
kathygu.com describes itself simply: "ApproachWomen-led businesses, whether they're social enterprises, B corps, or nonprofits, can help shift the dominant narratives in our society." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
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
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 3.5/10, KG is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why female founded businesses?
So many of the structures in our life were created by and for men. Consumers are now willing to pay more for brands that are aligned with their core values like sustainability and social impact. Female-founded mission-driven organizations are well-positioned: B Corporations are 1.1X more likely to have majority female management than ordinary businesses. Yet women only own 29% of small businesses.
Is this your brand?
The exact fixes for KG
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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 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kathygu
Cite this score: Engagemii (2026). "AEO Score for KG." Retrieved from https://engagemii.com/aeo/brands/kathygu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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