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AI Visibility Scorecard
Harry Potter Shop US
harrypotterstore.com · E-commerce
Somewhat visible. AI bots can read Harry Potter Shop US, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude · Apple Intelligence
#11,833 of 664,228 in E-commerce for AI visibility
7
AEO Visibility
iVisible · 6.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Harry Potter Shop US
from our crawl and measurement
Harry Potter Shop US describes itself simply: "Opening in 2021, the Official Harry Potter store New York will house the largest collection of Harry Potter & Fantastic Beasts products in the world!." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
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 6.5/10, Harry Potter Shop US has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Harry Potter Shop US
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/harrypotterstore
Cite this score: Engagemii (2026). "AEO Score for Harry Potter Shop US." Retrieved from https://engagemii.com/aeo/brands/harrypotterstore
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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