AI Visibility Scorecard
STEM Scientific & Engineering Practices Professional Development for Teachers
scientificpractice.com · Education
Borderline visible. AI bots can crawl STEM Scientific & Engineering Practices Professional Development for Teachers, 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 4 times
Claude · ChatGPT
#616,026 of 937,740 in Education for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Education average 14
Top 40% of Education
See what's behind this score →3.6
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Education average 13
See what's behind this score →0
About STEM Scientific & Engineering Practices Professional Development for Teachers
from our crawl and measurement
"A scientific inquiry book written by K-12 level teachers who teach by engaging students in STEM-based Next Generation Science Standards scientific and engineering practices and the." That is how STEM Scientific & Engineering Practices Professional Development for Teachers introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- STEM Scientific & Engineering Practices Professional Development for Teachers
- Website ·
- scientificpractice.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 11, 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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
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 read your site and name it in answers. At 3.6/10, STEM Scientific & Engineering Practices Professional Development for Teachers is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for STEM Scientific & Engineering Practices Professional Development for Teachers
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scientificpractice
Cite this score: Engagemii (2026). "AEO Score for STEM Scientific & Engineering Practices Professional Development for Teachers." Retrieved from https://engagemii.com/aeo/brands/scientificpractice
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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