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AI Visibility Scorecard
Welcome to EdInstruments
edinstruments.com · Education
Somewhat visible. AI bots can read Welcome to EdInstruments, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#147,277 of 862,562 in Education for AI visibility
5.7
/10
AEO Score
About Welcome to EdInstruments
from our crawl and measurement
Welcome to EdInstruments is a Providence, RI business whose own site puts it this way: "The Elementary Science collection from CAESART at EDC includes multiple choice and constructed response assessments of student knowledge and skills in life science, physical science, earth." Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.7/10, Welcome to EdInstruments has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Welcome to EdInstruments
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Welcome to EdInstruments.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/edinstruments
Cite this score: Engagemii (2026). "AEO Score for Welcome to EdInstruments." Retrieved from https://engagemii.com/aeo/brands/edinstruments
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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