AI Visibility Scorecard
Amy Brown Science
amybrownscience.com · Education
Borderline visible. AI bots can crawl Amy Brown Science, 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 8 times
Claude · Meta AI · Apple Intelligence · ShapBot
#111,974 of 937,805 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Amy Brown Science
from our crawl and measurement
Amy Brown Science is a business whose own site puts it this way: "Amy Brown Science provides biology and chemistry teaching resources for middle and high school teachers, including labs and PowerPoint lessons." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 4.2/10, Amy Brown Science is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Are Science Process Skills?
Science process skills are the tools students use to investigate, analyze, and understand the world around them. Unlike science facts that may be forgotten after a unit test, these are lifelong skills that students will continue to use throughout every science course they take and carry forward into their future lives. Think about a typical week in your classroom.
What Is Included in the Free Teacher Guide?
The free Biology Curriculum Teacher Guide includes the major planning documents that curriculum purchasers receive with the full bundle.
What Units Are Included in the Full Biology Curriculum?
The full year curriculum includes 20 complete biology units designed to support a first year high school biology course.
What Is Included in this Activity?
This no prep lesson includes everything needed to teach food chains and food webs in a clear and engaging way.
What Should Be Included in a Full Year Biology Curriculum?
A strong high school biology curriculum should include far more than just a textbook or lecture slides.
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The exact fixes for Amy Brown Science
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/amybrownscience
Cite this score: Engagemii (2026). "AEO Score for Amy Brown Science." Retrieved from https://engagemii.com/aeo/brands/amybrownscience
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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