▼ 2.5 since Jul 2026
#359,234 OF 362,493 IN AUTOMOTIVE
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AI Visibility Scorecard
Vojtěch Mucha
vojtechmucha.com · Automotive
At 0.5/10, Vojtěch Mucha is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#359,234 of 362,493 in Automotive for AI visibility
1
AEO Visibility
iNear-invisible · 0.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About Vojtěch Mucha
from our crawl and measurement
Vojtěch Mucha is one of the businesses we track in the Automotive space. When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
On the page it is passable on basic crawler access. What holds it back is a heading structure that lays out what it offers, a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
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
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 0.5/10, Vojtěch Mucha is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Vojtěch Mucha
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Vojtěch Mucha.
Source & Attribution
Scored by Engagemii on July 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vojtechmucha
Cite this score: Engagemii (2026). "AEO Score for Vojtěch Mucha." Retrieved from https://engagemii.com/aeo/brands/vojtechmucha
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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