AI Visibility Scorecard
Qualitosis
qualitosis.com · Technology
Borderline visible. AI bots can crawl Qualitosis, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude · Meta AI
#1,300,154 of 2,705,101 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Qualitosis
from our crawl and measurement
Qualitosis It happens where toxic cultures erode quality is a San Francisco, CA business whose own site puts it this way: "Learn about the causes and the importance of treating Qualitosis as early as possible." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
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 4/10, Qualitosis is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why is identifying Qualitosis so important?
Qualitosis has two significant impacts: it destroys corporate value and at its most severe, it destroys lives. If a company manufactured a product or spilled waste which caused depression or even led to suicide, they would be obliged to recall it and redesign it until it was safe. However, there is currently no such obligation for toxic workplace environments. That doesn’t mean that it is any less important.
Why is identifying and measuring Qualitosis so difficult, especially in toxic companies?
A toxic working environment is invisible. It can’t be tasted or smelled. It’s evidenced often in micro-situations behind closed doors that build and fester until outward signs are exhibited in terms of staff attrition, absenteeism, presenteeism and general demotivation amongst the staff.
Is this your brand?
The exact fixes for Qualitosis
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Qualitosis.
Source & Attribution
Scored by Engagemii on August 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/qualitosis
Cite this score: Engagemii (2026). "AEO Score for Qualitosis." Retrieved from https://engagemii.com/aeo/brands/qualitosis
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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