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AI Visibility Scorecard

Amy Toumbs

Amy Toumbs

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⚠ Identity mismatch

686vincent.com · Legal

Borderline visible. AI bots can crawl Amy Toumbs, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#302,317 of 378,655 in Legal for AI visibility

4

AEO Visibility

i

Near-invisible · 3.5/10

35

Muse Index Score

i

AI agent readiness

Transactable · 35/100

0

AI Adoption

i

None detected · 0/100

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About Amy Toumbs

from our crawl and measurement

686 Vincent Court, based in Benicia, CA, describes itself simply: "Tucked away at the end of a private court, this extraordinary one-of-a-kind estate offers a rare blend of luxury, comfort, and exceptional amenities." 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 (SingleFamilyResidence) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.

Industry · Legal
Last scored · Sep 18, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

4

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 3.5/10, Amy Toumbs is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Amy Toumbs: How-To

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 18, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/686vincent

Cite this score: Engagemii (2026). "AEO Score for Amy Toumbs." Retrieved from https://engagemii.com/aeo/brands/686vincent

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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