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AI Visibility Scorecard

Amy Leserman Curriculum Services

Amy Leserman Curriculum Services

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amyleserman.com Β· Education

Borderline visible. AI bots can crawl Amy Leserman Curriculum Services, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#783,083 of 874,514 in Education for AI visibility

3.1

/10

AEO Score

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About Amy Leserman Curriculum Services

from our crawl and measurement

Amy Leserman Curriculum Services describes itself simply: "Curriculum services for K-12 schools, to empower quality education for all." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.

Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.

Industry Β· Education
Last scored Β· Aug 20, 2026

The 6 signals AI reads

Higher is better Β· 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

8

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

AI Discoverability

4

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 3.1/10, Amy Leserman Curriculum Services is crawlable but under-signaled - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for Amy Leserman Curriculum Services: 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 20, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Amy Leserman Curriculum Services." Retrieved from https://engagemii.com/aeo/brands/amyleserman

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

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