AI Visibility Scorecard
donicars.com · Sports & Recreation
At 2.67/10, Donicars is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 12 times
Meta AI · Claude · Apple Intelligence · Perplexity
Top 50% in Sports & Recreation for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
Sports & Recreation average 17
Top 19% of Sports & Recreation
See what's behind this score →2.67
AEO Visibility
iNear-invisible · 2.67/10
Sports & Recreation average 2.4
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Sports & Recreation average 3. Claim your page and Engagemii is your first.
See what's behind this score →80
Muse Index Score
iAI agent readiness
Transactable · 80/100
Sports & Recreation average 16
See what's behind this score →39
from our crawl and measurement
Donicars is a business whose own site puts it this way: "Spécialiste français des ampoules LED pour voiture, moto et 4x4. Kits LED haute performance CANBUS anti-erreur, livraison rapide." When AI engines look at it, they find little to work with. It scores 2.67 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ItemList), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 12 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and Applebot (Siri).
Strong · Good · Fair · Weak
Structured Data
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
-
Not yet measured.
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 2.67/10, Donicars is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Comment choisir mes ampoules LED ?
Les 3 questions que se posent la plupart des clients avant d'acheter des ampoules LED pour leur véhicule.Quel culot pour ma voiture ?Le plus fiable est de lire le marquage directement sur l'ampoule d'origine : H7, H4, H1, HB3/9005, D2S...
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 portalSign up free to read the full article and get your AEO fix list for Donicars.
Donicars lists 1,000+ products, 1,000 in stock, priced 12.90 to 555.50.
The full list of every product we captured is in the product feed (JSON).
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/donicars
Cite this score: Engagemii (2026). "AEO Score for Donicars." Retrieved from https://engagemii.com/aeo/brands/donicars
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform