AI Visibility Scorecard
LXD Research at Charles River Media
lxdresearch.com · Education
Borderline visible. AI bots can crawl LXD Research at Charles River Media, 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 9 times
Claude · Meta AI · Apple Intelligence · ChatGPT
#114,124 of 937,774 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
-
Network Authority
iNot connected yet
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About LXD Research at Charles River Media
from our crawl and measurement
LXD Research at Charles River Media is a Needham Heights, MA business whose own site puts it this way: "LXD Research conducts independent EdTech efficacy studies and ESSA certifications. 24 approved studies on Evidence for ESSA, 100+ reports on ResearchGate, millions of students impacted." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 9 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
- Company ·
- LXD Research at Charles River Media
- Website ·
- lxdresearch.com
- Industry ·
- Education
- Location ·
- Needham Heights, MA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Oct 25, 2026
- Verified connections ·
- None yet
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
Fair
Established authority for your domain.
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, LXD Research at Charles River Media is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Will your success stories pass state review?
Over 40 states require ESSA documentation for access to state funding. You may already have a case study, a district result, or a white paper that shows your product works. Often it is one step away from research a state will accept. The ESSA Evidence Review tells you where each piece stands today and what it would take to reach the next level, before a state reviewer tells you instead.
Is this your brand?
The exact fixes for LXD Research at Charles River Media
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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 October 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lxdresearch
Cite this score: Engagemii (2026). "AEO Score for LXD Research at Charles River Media." Retrieved from https://engagemii.com/aeo/brands/lxdresearch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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