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AI Visibility Scorecard

Philippa Kingsley

Philippa Kingsley

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philippakingsley.com · Food & Beverage

Somewhat visible. AI bots can read Philippa Kingsley, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

Claude · Meta AI

#312,503 of 1,354,826 in Food & Beverage for AI visibility

5.1

/10

AEO Score

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About Philippa Kingsley

from our crawl and measurement

"Coming Soon Tastes of Love & Light A Thai Vegan Cookbook by Philippa Kingsley 86 authentic Thai vegan recipes. Zero compromise on flavour." That is how Philippa Kingsley introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.

The site gets some of it right: it has structured data on the page (BreadcrumbList, Person, WebPage), a sitemap. What holds it back is what is absent, including an llms.txt file, a heading structure that lays out what it offers.

Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.

Industry · Food & Beverage
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

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

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

6

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 5.1/10, Philippa Kingsley has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Philippa Kingsley

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Philippa Kingsley: 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/philippakingsley

Cite this score: Engagemii (2026). "AEO Score for Philippa Kingsley." Retrieved from https://engagemii.com/aeo/brands/philippakingsley

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

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