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AI Visibility Scorecard

MWJ Brown Consulting

MWJ Brown Consulting

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mwjbrown.com · Professional Services

Borderline visible. AI bots can crawl MWJ Brown Consulting, 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 5 times

Apple Intelligence · Claude · ChatGPT · Meta AI

#422,764 of 500,671 in Professional Services for AI visibility

3

AEO Visibility

i

Near-invisible · 3.2/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About MWJ Brown Consulting

from mwjbrown.com

Businesses Enthusiasts Students Contact Home About Services Businesses Enthusiasts Students Contact Powerful guidance for wine professionals ready to strengthen their business and expand their reach.

Industry · Professional Services
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

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

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

3

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 3.2/10, MWJ Brown Consulting is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for MWJ Brown Consulting: 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 August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/mwjbrown

Cite this score: Engagemii (2026). "AEO Score for MWJ Brown Consulting." Retrieved from https://engagemii.com/aeo/brands/mwjbrown

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

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