AI Visibility Scorecard
Beth Brody
Borderline visible. AI bots can crawl Beth Brody, 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
<1
AI Naming Predictability
iRarely named · <1/100
4
AEO Visibility
iNear-invisible · 3.6/10
35
Muse Index Score
iAI agent readiness
Transactable · 35/100
0
AI Adoption
iNone detected · 0/100
About Beth Brody
from our crawl and measurement
"A FRESH TAKE ON WINE COUNTRY LIVINGJust a few blocks from Sonoma Plaza, 901 Donner Avenue is a thoughtfully updated home with generous spaces, an easy floor plan, and gardens that have been." That is how Beth Brody of Sonoma, CA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (SingleFamilyResidence, VideoObject), 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
Good
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
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
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 3.6/10, Beth Brody is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Beth Brody
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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 September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/901donner
Cite this score: Engagemii (2026). "AEO Score for Beth Brody." Retrieved from https://engagemii.com/aeo/brands/901donner
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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