AI visibility score
4.6/ 10Fair

#151,854 of 1,966,289 in Media & Entertainment

As of 2026-08-11 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Innovative Sugarworks

Innovative Sugarworks

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sugarworks.com · Media & Entertainment

Borderline visible. AI bots can crawl Innovative Sugarworks, 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.

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AI engines read this profile 6 times

Meta AI · Claude · Perplexity

#151,854 of 1,966,289 in Media & Entertainment for AI visibility

2

AI Naming Predictability

i

Rarely named · 2/100

Top 9% of Media & Entertainment

5

AEO Visibility

i

Borderline · 4.6/10

20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

0

AI Adoption

i

None detected · 0/100

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About Innovative Sugarworks

from our crawl and measurement

"Professional-grade, ergonomic and responsibly made culinary tools and bakery supplies for the Cake and Sugar Arts. Make your cake decorating and cake making dreams come true." That is how Innovative Sugarworks introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.

Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.

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

Industry · Media & Entertainment
Last scored · Aug 11, 2026

The 6 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

Fair

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

Strong

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

AI Discoverability

Good

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

Weak

Little domain authority yet.

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 4.6/10, Innovative Sugarworks is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for Innovative Sugarworks: 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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Innovative Sugarworks lists 90 products, 80 in stock, priced 3.49 to 224.99.

Show all 90 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Innovative Sugarworks." Retrieved from https://engagemii.com/aeo/brands/sugarworks

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

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