AI Visibility Scorecard
NEFDC
nefdc.org · Education
Borderline visible. AI bots can crawl NEFDC, 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 12 times
Claude · Meta AI · ShapBot · Perplexity
#111,926 of 937,618 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 NEFDC
from our crawl and measurement
"Fall Conference and Spring Workshops We host a fall conference featuring member-led interactive sessions, poster presentations, networking opportunities, and a teaching and learning focused." That is how NEFDC introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
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
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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, NEFDC is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What do we do?
Each year we sponsor a full day conference in the fall, followed by three related workshops in the spring. At the fall conference, members are invited to propose interactive sessions, posters, or short tip-based sessions related to the year’s theme. You can view our most recent conference themes at the Previous Conferences page.
What is the history of NEFDC?
The New England Faculty Development Consortium (NEFDC) was founded in 1998. The group evolved from the work of individuals engaged in faculty development at a number of Massachusetts colleges and universities. Members recognized the value to be gained from a network specifically dedicated to sharing resources and collaborating regionally to sponsor faculty development activities.
Is this your brand?
The exact fixes for NEFDC
Which AI engines already crawl you
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nefdc-org
Cite this score: Engagemii (2026). "AEO Score for NEFDC." Retrieved from https://engagemii.com/aeo/brands/nefdc-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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