AI Visibility Scorecard
qualityoilnc.com · E-commerce
Somewhat visible. AI bots can read Quality Oil Company, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 12 times
Claude · Apple Intelligence · Meta AI · ChatGPT
#14,265 of 739,337 in E-commerce for AI visibility
46
AI Naming Predictability
iRarely named · 46/100
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 →25
Muse Index Score
iAI agent readiness
Basic · 25/100
E-commerce average 27
See what's behind this score →0
from our crawl and measurement
Quality Oil Company works in E-commerce, based in Winston-Salem, NC. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a few credibility markers.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1929.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
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.
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, Quality Oil Company has a working base to build on - fixable, and the signals above are where to start.
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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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/qualityoilnc
Cite this score: Engagemii (2026). "AEO Score for Quality Oil Company." Retrieved from https://engagemii.com/aeo/brands/qualityoilnc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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