AI Visibility Scorecard
Marin Rose Society
marinrose.org · Media & Entertainment
Somewhat visible. AI bots can read Marin Rose Society, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude
#222,260 of 1,965,647 in Media & Entertainment for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Marin Rose Society
from our crawl and measurement
Marin Rose Society is a Ross, CA business whose own site puts it this way: "<p>Every rose I offer has been grown, tested, and loved, these are the varieties I trust in my own garden., Eugene Rougeau David Austin roses form the heart of Petaluma’s ED Wilson." Its AI visibility score is 5.7 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 (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
Fair
Press and news coverage.
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 5.7/10, Marin Rose Society has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Marin Rose Society
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/marinrose-org
Cite this score: Engagemii (2026). "AEO Score for Marin Rose Society." Retrieved from https://engagemii.com/aeo/brands/marinrose-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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