AI Visibility Scorecard
The Pepsi Store
pepsistore.com · E-commerce
Somewhat visible. AI bots can read The Pepsi Store, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 10 times
Claude · ChatGPT · Meta AI · Apple Intelligence
#14,270 of 739,346 in E-commerce for AI visibility
80
AI Naming Predictability
iNamed occasionally · 80/100
E-commerce average 18
Top 2% of E-commerce
See what's behind this score →5
-
Network Authority
iNot connected yet
E-commerce average 0.0
0 relationships · E-commerce average 9
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
E-commerce average 27
See what's behind this score →0
About The Pepsi Store
from our crawl and measurement
The Pepsi Store is a New Bern, NC business whose own site puts it this way: "Check Out 0$0.00✕Login Username or email * Password * Remember me Login Lost your password?." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 8 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and GPTBot (ChatGPT).
- Company ·
- The Pepsi Store
- Website ·
- pepsistore.com
- Industry ·
- E-commerce
- Location ·
- New Bern, NC
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Oct 25, 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
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
Fair
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 read your site and name it in answers. At 5.2/10, The Pepsi Store has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Pepsi Store
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pepsistore
Cite this score: Engagemii (2026). "AEO Score for The Pepsi Store." Retrieved from https://engagemii.com/aeo/brands/pepsistore
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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