AI Visibility Scorecard
MerchBytes — apps for the Shopify POS
merchbytes.com · Technology
Somewhat visible. AI bots can read MerchBytes — apps for the Shopify POS, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#566,749 of 2,705,965 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About MerchBytes — apps for the Shopify POS
from our crawl and measurement
MerchBytes apps for the Shopify POS, based in Wilmington, DE, describes itself simply: "MerchBytes builds focused point-of-sale tools for Shopify: scan, verify, discount, donate and check prices, all from the POS. Seven apps on the Shopify App Store, free trials on every one." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Fair
Established authority for your domain.
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 5.3/10, MerchBytes — apps for the Shopify POS has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MerchBytes — apps for the Shopify POS
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/merchbytes
Cite this score: Engagemii (2026). "AEO Score for MerchBytes — apps for the Shopify POS." Retrieved from https://engagemii.com/aeo/brands/merchbytes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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