AI visibility score
5.6/ 10Fair

▲ 1.6 since Jun 2026

#156,267 of 937,188 in Education

As of 2026-08-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

NEFS Study

NEFS Study

Unclaimed

nefsstudy.com · Education

Somewhat visible. AI bots can read NEFS Study, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 8 times

Meta AI · Claude · Apple Intelligence

#156,267 of 937,188 in Education for AI visibility

6

AEO Visibility

i

Borderline · 5.6/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About NEFS Study

from our crawl and measurement

NEFS Study describes itself simply: "Welcome Discover the Findings Behind Six Decades of Health Research Welcome to the New England Family Study (NEFS), a one-of-a-kind project that began in the 1960s to help discover the keys." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clear heading structure and a clearly stated business identity. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews and structured data describing the business.

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 site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Education
Last scored · Aug 2, 2026

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

Strong

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 5.6/10, NEFS Study has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

Who is NEFS? You are NEFS.?

In the 1960s pregnant women were invited to take part in NEFS. Over time their children were enrolled too. You may or may not remember being part of this important group as a child. Your participation helped researchers learn vital information about health and wellness in childhood and as we age. And that is why you are NEFS.

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Picked for NEFS Study: How-To

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/nefsstudy

Cite this score: Engagemii (2026). "AEO Score for NEFS Study." Retrieved from https://engagemii.com/aeo/brands/nefsstudy

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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