AI Visibility Scorecard
First Drive
firstdrive.pl · Other
Borderline visible. AI bots can crawl First Drive, 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
4
AEO Visibility
iNear-invisible · 3.6/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About First Drive
from our crawl and measurement
Nauka i prawo jazdy Łódź Auto szkoła First Drive, based in Łódź, describes itself simply: "3 Doświadczenie - przeszkoliliśmy kilka tysięcy osób (kierowców, kandydatów na kierowców, Instruktorów Nauki Jazdy)." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
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
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 3.6/10, First Drive is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Czym się wyróżnia nasza auto szkoła?
Zajęcia prowadzą wykwalifikowani instruktorzy nauki jazdy , którzy swoje umiejętności oraz doświadczenie zdobywali w ośrodkach doskonalenia techniki jazdy. Warto też wspomnieć, że część naszej załogi odbyła kurs na egzaminatora, co ma bardzo duży wpływa na to, jak przebiega nauka jazdy . Wszystko to sprawia, że szkolenie kandydata na kierowcę odbywa się na zupełnie innym poziomie niż w większości auto szkół.
Is this your brand?
The exact fixes for First Drive
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
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Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/firstdrive-pl
Cite this score: Engagemii (2026). "AEO Score for First Drive." Retrieved from https://engagemii.com/aeo/brands/firstdrive-pl
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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