AI visibility score
3.5/ 10Weak

#716,652 of 937,741 in Education

As of 2026-10-02 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Beyond By MelB LLC

Beyond By MelB LLC

Unclaimed

beyondbymelb.com · Education

Borderline visible. AI bots can crawl Beyond By MelB LLC, 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

#716,652 of 937,741 in Education for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Education average 14

Top 71% of Education

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3.5

AEO Visibility

i

Near-invisible · 3.5/10

Education average 4.2

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.

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20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

Education average 13

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0

AI Adoption

i

None detected · 0/100

Education average 0

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About Beyond By MelB LLC

from our crawl and measurement

Beyond By MelB LLC describes itself simply: "Sign up to our mailing list Subscribe Facebook Instagram © 2026, Beyond By MelB LLCPowered by ShopifyPayment methods Search Choosing a selection results in a full page refresh." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.

Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Company ·
Beyond By MelB LLC
Industry ·
Education
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Oct 2, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

Clear headings and answer-style content.

Entity Clarity

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Weak

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

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 read your site and name it in answers. At 3.5/10, Beyond By MelB LLC is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Beyond By MelB LLC: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Source & Attribution

Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Beyond By MelB LLC." Retrieved from https://engagemii.com/aeo/brands/beyondbymelb

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

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