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AI Visibility Scorecard
q_works.concept
qworksconcept.com · Beauty & Personal Care
Borderline visible. AI bots can crawl q_works.concept, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#121,657 of 192,142 in Beauty & Personal Care for AI visibility
3.9
/10
AEO Score
About q_works.concept
from our crawl and measurement
q_works.concept describes itself simply: "Polska marka wysokiej jakości kosmetyków do pielęgnacji samochodów, motocykli oraz rowerów. Stworzona przez freaków, dla freaków." When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.9/10, q_works.concept is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for q_works.concept
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Skin Type Isn't One-Size-Fits-All. Neither Should Your Brand's Advice Be.
Beauty is personal in a way that almost no other category is.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for q_works.concept.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/qworksconcept
Cite this score: Engagemii (2026). "AEO Score for q_works.concept." Retrieved from https://engagemii.com/aeo/brands/qworksconcept
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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