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AI Visibility Scorecard

candy broth

candy broth

Unclaimed

candybroth.com · Education

Borderline visible. AI bots can crawl candy broth, 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

#434,634 of 860,518 in Education for AI visibility

4.7

/10

AEO Score

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About candy broth

from our crawl and measurement

"candy broth offers intersectional‑feminist writing by Cami Roth Szirotnyak, along with indie anti‑patriarchy tools and life coaching services for people seeking deep personal and political." That is how candy broth introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.

Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.

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

Industry · Education
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

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

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

6

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 Trust

0

Little domain authority yet.

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 4.7/10, candy broth is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for candy broth

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for candy broth: 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/candybroth

Cite this score: Engagemii (2026). "AEO Score for candy broth." Retrieved from https://engagemii.com/aeo/brands/candybroth

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

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