AI visibility score
3.7/ 10Weak

▼ 2.3 since Jun 2026

#1,517,890 of 1,966,208 in Media & Entertainment

As of 2026-07-04 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

World of Winter

World of Winter

Unclaimed

worldofwintergr.com · Media & Entertainment

Borderline visible. AI bots can crawl World of Winter, 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 5 times

Meta AI · ChatGPT · Claude

#1,517,890 of 1,966,208 in Media & Entertainment for AI visibility

4

AEO Visibility

i

Near-invisible · 3.7/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

?

AI Adoption

i

None detected · -/100

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About World of Winter

from our crawl and measurement

World of Winter is one of the businesses we track in the Media & Entertainment space. When AI engines look at it, they find little to work with. It scores 3.7 out of 10.

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

AI crawlers have visited once in our tracking, including GPTBot (ChatGPT).

Industry · Media & Entertainment
Last scored · Jul 4, 2026

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

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 3.7/10, World of Winter is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What is the World of Winter Festival?

World of Winter is a free outdoor festival in Downtown Grand Rapids celebrating winter through art installations, events and activities for all ages.

When/Where is the festival taking place?

The 2027 festival runs from January 8 – February 28, 2027. This outdoor festival takes place all over Downtown Grand Rapids.

When is the best time to visit?

Since most installations are light-based, the best time to experience them is after 6 PM. Most events run on the weekends. Check our event calendar for the latest timings and special events to help plan your visit.

Is there an admission fee?

Admission to most activities and events is free!However, some events may have optional paid activities or experiences. For specific details on any costs associated with an event, please refer to the event calendar, which provides up-to-date information on fees and participation details.

What happens if it rains or snows?

All of our art installations are outdoors. Events happen in rain, snow or shine! If extreme weather strikes, we’ll make the call the morning of the event and post updates on our website and social media.

Is the festival accessible?

We work to make all of the installations and events as accessible as possible, however, some installations are in parks and spaces that may be difficult to access due to snow, ice, and other weather-related issues.Please contact us at [email protected] if you have specific needs and we’ll do our best to accommodate you.

Is this festival dog-friendly?

Yes! This festival is pet-friendly. However, we encourage you to use your best judgment when bringing your pup, if they are reactive toward other dogs or people, it’s probably best to leave them at home.The festival can get very crowded, so for both style and safety, we recommend lighting up your pup while exploring the festival.

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Picked for World of Winter: 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 July 4, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for World of Winter." Retrieved from https://engagemii.com/aeo/brands/worldofwintergr

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

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