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AI visibility score
2.42/ 10Near-invisible

▼ 0.08 since Nov 2026

Top 25% in Healthcare

As of 2026-11-09 · Engagemii Index

AI Visibility Scorecard

Rachel Williams

Rachel Williams

Unclaimed

transphilosopher.com · Healthcare

At 2.42/10, Rachel Williams is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and E-E-A-T Signals. That is fixable, and the signals below show where to start.

AI engines read this profile 3 times

Claude

Top 25% in Healthcare for AI visibility

7

AI Naming Predictability

i

Rarely named · 7/100

Healthcare average 11

Top 55% of Healthcare

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2.42

AEO Visibility

i

Near-invisible · 2.42/10

Healthcare average 1.5

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Healthcare average 3. Claim your page and Engagemii is your first.

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5

Muse Index Score

i

AI agent readiness

Basic · 5/100

Healthcare average 18

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0

AI Adoption

i

None detected · 0/100

Healthcare average 0

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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 2.42 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.

Company ·
Rachel Williams
Industry ·
Healthcare
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Nov 9, 2026

The 6 on-page 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.

The 6 off-page signals AI reads

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

-

Not yet measured.

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 read your site and name it in answers. At 2.42/10, Rachel Williams is near-invisible to AI engines today. That is 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).

Picked for Rachel Williams: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on November 9, 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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