AI visibility score
4.3/ 10Fair

▼ 0.7 since Jul 2026

#625,516 of 923,196 in Healthcare

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

AI Visibility Scorecard

Rachel Williams

Rachel Williams

Unclaimed

transphilosopher.com · Healthcare

Borderline visible. AI bots can crawl Rachel Williams, 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 1 times

Claude

#625,516 of 923,196 in Healthcare for AI visibility

4

AEO Visibility

i

Borderline · 4.3/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Rachel Williams

from our crawl and measurement

Rachel Williams describes itself simply: "Her skillful interweaving of autobiography and theory not only radically improves our understanding of sex and gender, but also manifests kindness and wisdom on every page." When AI engines look at it, they find little to work with. It scores 4.3 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.

Industry · Healthcare
Last scored · Aug 8, 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

Weak

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

Strong

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

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 4.3/10, Rachel Williams is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What does “transgender” mean?

The term “transgender” has no universally agreed upon definition but most academics define it to mean “anyone who has a gender different from the gender they were assigned at birth”. For example, a trans girl might have been thought to be a “boy” at birth but her gender is actually that of a girl. There is debate within the trans community about how broad the trans umbrella is.

What is the difference between sex and gender?

“Sex” usually refers to biological/physiological characteristics of the body (“male” vs “female” vs “intersex”, etc.) whereas gender typically refers to a broader social-cultural phenomena involving expectations about social role, behavior, expression, power dynamics, processes of identification, public spaces (e.g.

What is the difference between “transgender” and “transsexual”?

When the term “transgender” was first coined it was defined in contrast to “transsexual”. “Transsexual” was a more limited term, specifically referring only to those trans people who seek out medical assistance via hormones, surgery, etc. “Transsexualism” was coined in the late 1940s and early 1950s by doctors David O. Cauldwell (a psychiatrist) and Harry Benjamin (endocrinologist).

What does “cisgender” mean?

The term “cisgender” comes from the Latin prefix “cis”, meaning “on this side of”, which is the opposite of “trans”, meaning “across from” or “on the other side of”. Basically, if you are cisgender you are not trans i.e. you identify as the gender you were assigned at birth.

How is sexual orientation different from gender identity?

Sexual orientation refers to who you are attracted to. Gender identity refers to your identification/comfort with a gender such as “man” or “woman”. These two things can vary independently. For example, a trans woman might identify as a woman but be attracted to other women (lesbian). Or a trans man might identify as a man but be attracted to more than one gender (bisexual/pansexual).

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Picked for Rachel Williams: 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 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Rachel Williams." Retrieved from https://engagemii.com/aeo/brands/transphilosopher

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

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