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AI Visibility Scorecard

The Preventive Project

The Preventive Project

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thepreventiveproject.com · Education

Borderline visible. AI bots can crawl The Preventive Project, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#756,309 of 873,971 in Education for AI visibility

3.3

/10

AEO Score

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About The Preventive Project

from our crawl and measurement

"Specifically focusing on migrant and refugee communities, we work to break the old, deeply rooted, cultural habits of not seeking healthcare and strive to instill newer, healthier ones." That is how Home introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.

Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.

Industry · Education
Last scored · Aug 12, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 3.3/10, The Preventive Project is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for The Preventive Project: 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 12, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/thepreventiveproject

Cite this score: Engagemii (2026). "AEO Score for The Preventive Project." Retrieved from https://engagemii.com/aeo/brands/thepreventiveproject

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

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