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AI Visibility Scorecard

Notes from a Biscuit Tin - Celebrating Mary Midgely

Notes from a Biscuit Tin - Celebrating Mary Midgely

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notesfromabiscuittin.com · Education

Somewhat visible. AI bots can read Notes from a Biscuit Tin - Celebrating Mary Midgely, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#65,611 of 904,095 in Education for AI visibility

6.2

/10

AEO Score

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About Notes from a Biscuit Tin - Celebrating Mary Midgely

from our crawl and measurement

Notes from a Biscuit Tin describes itself simply: "Philosophy in the Wild, Finding Hope in Mixed Communities, is a global Women In Parenthesis public philosophy project which builds on the success of Notes from a Biscuit Tin." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data, a workable page structure and a partly stated business identity. What holds it back is credibility markers like credentials or reviews.

Away from its own site, 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. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Education
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

6

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

10

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

AI Discoverability

7

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Trust

4

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 6.2/10, Notes from a Biscuit Tin - Celebrating Mary Midgely has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Notes from a Biscuit Tin - Celebrating Mary Midgely

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Notes from a Biscuit Tin - Celebrating Mary Midgely: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Notes from a Biscuit Tin - Celebrating Mary Midgely." Retrieved from https://engagemii.com/aeo/brands/notesfromabiscuittin

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

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