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AI Visibility Scorecard
Catalyst Kitchen
catalystkitchen.com · Nonprofits
Somewhat visible. AI bots can read Catalyst Kitchen, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#271,223 of 770,041 in Nonprofits for AI visibility
5.1
/10
AEO Score
About Catalyst Kitchen
from our crawl and measurement
Homepage, based in Seattle, WA, describes itself simply: "Catalyst Kitchens is a member led and member driven initiative that brings together nonprofits and social enterprises in the shared goal of training individuals with barriers for employment." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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, Catalyst Kitchen has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Catalyst Kitchen
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Catalyst Kitchen.
Source & Attribution
Scored by Engagemii on September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catalystkitchen
Cite this score: Engagemii (2026). "AEO Score for Catalyst Kitchen." Retrieved from https://engagemii.com/aeo/brands/catalystkitchen
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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