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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.
Monitoring for AI engine activity
In the Engagemii AEO index
#646,659 of 1,857,555 in Media & Entertainment for AI visibility
5.1
/10
AEO Score
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 5.1 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 (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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 Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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, 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
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 Marin Rose Society.
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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