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AI visibility score
1.55/ 10Near-invisible

▼ 0.05 since Nov 2026

Top 50% in Education

As of 2026-11-09 · Engagemii IndexCheck another site →Live terminal →

AI Visibility Scorecard

just enough light

just enough light

Unclaimed

justenoughlight.com · Education

At 1.55/10, just enough light is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and E-E-A-T Signals. That is fixable, and the signals below show where to start.

AI engines read this profile 3 times

Claude · Apple Intelligence

Top 50% in Education for AI visibility

3

AI Naming Predictability

i

Rarely named · 3/100

Education average 14

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1.55

AEO Visibility

i

Near-invisible · 1.55/10

Education average 1.5

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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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5

Muse Index Score

i

AI agent readiness

Basic · 5/100

Education average 13

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0

AI Adoption

i

None detected · 0/100

Education average 0

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About just enough light

from our crawl and measurement

just enough light is one of the businesses we track in the Education space. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.55 out of 10.

Under the hood there is a sitemap and a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file.

Company ·
just enough light
Industry ·
Education
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Nov 9, 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

Strong

Clear headings and answer-style content.

Entity Clarity

Weak

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

Fair

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

-

Not yet measured.

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 1.55/10, just enough light is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

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Picked for just enough light: 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 November 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for just enough light." Retrieved from https://engagemii.com/aeo/brands/justenoughlight

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

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