AI VISIBILITY SCOREAS OF 2026-07-31 · ENGAGEMII INDEX
2.7/ 10

▼ 0.3 since Jul 2026

#479,441 OF 523,997 IN PROFESSIONAL SERVICES

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Sustainable Success

Sustainable Success

Unclaimed

melindacohan.com · Professional Services

At 2.7/10, Sustainable Success is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 1 times

Claude

#479,441 of 523,997 in Professional Services for AI visibility

3

AEO Visibility

i

Near-invisible · 2.7/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About Sustainable Success

from our crawl and measurement

"I believe YOU are your greatest strategic asset, you do your best when you give from the overflow, and you CAN perform at high-levels to achieve your boldest goals without burning out." That is how Sustainable Success introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.4 out of 10.

The site gets some of it right: it has a readable heading structure. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.

Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.

Industry · Professional Services
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

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

Fair

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

AI Discoverability

Weak

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 2.7/10, Sustainable Success is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Sustainable Success: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Sustainable Success." Retrieved from https://engagemii.com/aeo/brands/melindacohan

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

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