samdevorah.org redirects to transmentorproject.org. This page describes the site that domain now serves; the primary profile lives at transmentorproject.org.
AI visibility score
4.9/ 10Fair

▼ 0.1 since Jun 2026

#288,911 of 825,895 in Nonprofits

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Trans Mentor Project

Trans Mentor Project

Unclaimed

samdevorah.org · Nonprofits

Borderline visible. AI bots can crawl Trans Mentor 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.

AI engines read this profile 2 times

Claude · Meta AI

#288,911 of 825,895 in Nonprofits for AI visibility

5

AEO Visibility

i

Borderline · 4.9/10

0

Muse Index Score

i

AI agent readiness

Basic · 0/100

0

AI Adoption

i

None detected · 0/100

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About Trans Mentor Project

from our crawl and measurement

Trans Mentor Project is a business whose own site puts it this way: "Join Trans Mentor Project for free, virtual mentorship and community support for trans and nonbinary young people across the U.S." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.

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

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.

The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2016.

Industry · Nonprofits
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

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

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Fair

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 4.9/10, Trans Mentor Project is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Trans Mentor 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 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/samdevorah-org

Cite this score: Engagemii (2026). "AEO Score for Trans Mentor Project." Retrieved from https://engagemii.com/aeo/brands/samdevorah-org

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

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