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AI Visibility Scorecard

Touchless QR Menus

Touchless QR Menus

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qryummy.com Β· Technology

At 2.3/10, Touchless QR Menus is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#2,472,935 of 2,638,879 in Technology for AI visibility

2.3

/10

AEO Score

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About Touchless QR Menus

from our crawl and measurement

Touchless QR Menus is a business whose own site puts it this way: "Real-time changes No mobile app required Analytics included Get started Check out an example Simply scan the following QR code with your phone." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.0 out of 10.

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

Industry Β· Technology
Last scored Β· Aug 5, 2026

The 6 signals AI reads

Higher is better Β· 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

2

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

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 2.3/10, Touchless QR Menus is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Touchless QR Menus

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Weekly ChatGPT & Claude citation tracking

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Picked for Touchless QR Menus: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on August 5, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Touchless QR Menus." Retrieved from https://engagemii.com/aeo/brands/qryummy

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

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