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AI visibility score
1.25/ 10Near-invisible

▲ 0.15 since Nov 2026

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

AI Visibility Scorecard

LEAF AND PEN

LEAF AND PEN

Unclaimed

leafandpen.org · Education

At 1.25/10, LEAF AND PEN 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, Content Structure and Entity Clarity. That is fixable, and the signals below show where to start.

AI engines read this profile 1 times

Meta AI

<1

AI Naming Predictability

i

Rarely named · <1/100

Education average 14

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1.25

AEO Visibility

i

Near-invisible · 1.25/10

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 LEAF AND PEN

from leafandpen.org

Writing retreats and workshops for educators and students. Pandemic tutoring, learning pods, Zutors.

Company ·
LEAF AND PEN
Website ·
leafandpen.org
Industry ·
Education
Site status ·
Live (The website showed an active business site when last checked (Aug 26, 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

Weak

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 1.25/10, LEAF AND PEN is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

Picked for LEAF AND PEN: 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/leafandpen-org

Cite this score: Engagemii (2026). "AEO Score for LEAF AND PEN." Retrieved from https://engagemii.com/aeo/brands/leafandpen-org

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

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