AI visibility score
4.7/ 10Fair

#56,459 of 1,966,355 in Media & Entertainment

As of 2026-10-24 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Cindy Renfrow Author of books on ancient and medieval cooking and brewing

Cindy Renfrow Author of books on ancient and medieval cooking and brewing

Unclaimed

thousandeggs.com · Media & Entertainment

Borderline visible. AI bots can crawl Cindy Renfrow Author of books on ancient and medieval cooking and brewing, 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 13 times

Claude · Meta AI · Amazon Alexa · ChatGPT

#56,459 of 1,966,355 in Media & Entertainment for AI visibility

4

AI Naming Predictability

i

Rarely named · 4/100

Top 6% of Media & Entertainment

5

AEO Visibility

i

Borderline · 4.7/10

-

Network Authority

i

Not connected yet

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About Cindy Renfrow Author of books on ancient and medieval cooking and brewing

from our crawl and measurement

Cindy Renfrow Author of books on ancient and medieval cooking and brewing is a business whose own site puts it this way: "Author of books on ancient and medieval cooking and brewing Cindy Renfrow delights in making historic recipe books more widely available to the modern reader for study and re-discovery." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

AI crawlers have visited 13 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and AmazonBot (Alexa AI).

Company ·
Cindy Renfrow Author of books on ancient and medieval cooking and brewing
Industry ·
Media & Entertainment
Site status ·
Live (The website showed an active business site when last checked (Aug 26, 2026).)
Last scored ·
Oct 24, 2026
Verified connections ·
None yet

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Weak

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

Weak

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

AI Discoverability

Weak

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

Fair

Established authority for your domain.

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 4.7/10, Cindy Renfrow Author of books on ancient and medieval cooking and brewing is crawlable but under-signaled - fixable, and the signals above are where to start.

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Source & Attribution

Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Cindy Renfrow Author of books on ancient and medieval cooking and brewing." Retrieved from https://engagemii.com/aeo/brands/thousandeggs

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

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