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AI Visibility Scorecard

Change

Change

Unclaimed

change.io · Food & Beverage

Somewhat visible. AI bots can read Change, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 3 times

Claude · Apple Intelligence

#45,883 of 1,367,770 in Food & Beverage for AI visibility

6

AEO Visibility

i

Visible · 6/10

15

Muse Index Score

i

AI agent readiness

Basic · 15/100

0

AI Adoption

i

None detected · 0/100

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About Change

from our crawl and measurement

Change is a business whose own site puts it this way: "<p>An iPad cash register app & mobile POS software for a quick-service restaurant, coffee shop, cafe, bar. This point of sale software offers free online reporting.</p><p> </p>." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clear heading structure, a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established, there is little discussion of it and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2012.

Industry · Food & Beverage
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

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

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

3

Forum and community discussion.

Social Mentions

1

Social discussion and mentions.

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 6/10, Change has a working base to build on - fixable, and the signals above are where to start.

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Picked for Change: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/change-io

Cite this score: Engagemii (2026). "AEO Score for Change." Retrieved from https://engagemii.com/aeo/brands/change-io

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

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