- Level
- 1
- Basic web presence
- Agent readiness score
- 36
- AEO score
- 39
- AI mention rate
- 58%
Mercedes-Benz stands out in the automotive and mobility sector with an AEO score of 39, ranking 1st of 5 and above the industry median of 32. AI engines name the brand in 58.3% of answers, with Gemini reaching 73.3%. The agent readiness score is at level 1 (web basics) with 36 points, above the industry median of 24. Components such as link header, markdown negotiation, content signals, API catalogue, and OAuth discovery are not yet in place.
- 1Content Signals
Add a Content-Signal line for search, ai-input and ai-train to robots.txt.
A step toward level 2
- 2Markdown negotiation
Return a markdown version when asked with Accept: text/markdown, for example at the CDN.
- 3MCP Server Card
Offer an MCP server and publish its server card under /.well-known.
- Agent readiness36Industry median 24 · rank 1 of 5
- AEO score39Industry median 32 · rank 1 of 5
- Mentions in AI answers58Industry median 27 · rank 1 of 5
- Visibility38Industry median 35 · rank 1 of 5
- Citations0Industry median 0 · rank 3 of 5
- Sentiment92Industry median 73 · rank 1 of 5
- 0
- 1
- 2
- 3
- 4
- 5
- Content Signals
- Discoverability77
- Content accessibility50
- Bot access control32
- APIs, auth and MCP0
- Top sites: 98%robots.txtPassed
A valid robots.txt with crawl rules at the site root.
- Top sites: 88%SitemapPassed
An XML sitemap listing the pages, ideally referenced from robots.txt.
- Top sites: 0%Link headersNot met
Send Link headers such as rel="api-catalog" or rel="describedby" on the homepage.
- Top sites: 5%DNS for AI DiscoveryNot present
Advertise agent endpoints with SVCB records under _agents.
- Top sites: 2%Markdown negotiationNot met
Return a markdown version when asked with Accept: text/markdown, for example at the CDN.
- Top sites: 15%llms.txtPassed
An llms.txt that tells language models what the site offers.
- Top sites: 99%AI bot rulesPartly met
Add explicit robots.txt groups for the main AI crawlers.
- Top sites: 2%Content SignalsNot met
Add a Content-Signal line for search, ai-input and ai-train to robots.txt.
- Top sites: 0%Web Bot AuthNot present
Only relevant if you run your own agents or crawlers: publish a signing key directory.
- Top sites: 0%API CatalogNot met
List public APIs in a linkset at /.well-known/api-catalog.
- Top sites: 1%OAuth discoveryNot met
Publish OpenID Connect or OAuth server metadata under /.well-known.
- Top sites: 1%OAuth Protected ResourceNot met
Serve protected resource metadata at /.well-known/oauth-protected-resource.
- Top sites: 0%auth.mdNot met
Publish an auth.md describing how agents sign in.
- Top sites: 0%MCP Server CardNot met
Offer an MCP server and publish its server card under /.well-known.
- Top sites: 0%A2A Agent CardNot met
Publish an agent card at /.well-known/agent-card.json.
- Top sites: 0%Agent SkillsNot met
Publish a skills index with the main tasks agents can do.
- Top sites: 1%WebMCPCould not check
Register key actions such as search or cart as WebMCP tools.
- Top sites: 0%ARD manifestNot met
Publish an ai-catalog.json listing every agent interface.
- GPTBotallowed
- ClaudeBotallowed
- Anthropic-AIallowed
- Google-Extendedallowed
- GoogleOtherallowed
- Applebot-Extendedallowed
- Meta-ExternalAgentallowed
- FacebookBotallowed
- Bytespiderallowed
- CCBotallowed
- AI2Botallowed
- Cohere-AIallowed
- Claude-Weballowed
- Omgilibotallowed
- Diffbotallowed
- OAI-SearchBotallowed
- Claude-SearchBotallowed
- PerplexityBotallowed
- Applebotallowed
- Amazonbotallowed
- YouBotallowed
- Timpibotallowed
- ChatGPT-Userallowed
- Claude-Userallowed
- Perplexity-Userallowed
- DuckAssistBotallowed
- MistralAI-Userallowed
- x402Not present
- MPPNot present
- UCPNot present
- ACPNot present
- AP2Not present
Protocols that let AI agents shop and pay by themselves. They don't count toward the level.
Agent readiness score 36 · coverage 97% · checked on 21/09/2026 · www.mercedes-benz.de
- AIOpenAI7/15 · 47%Sentiment: 80% positive, 20% neutral, 0% critical
- CClaude9/15 · 60%Sentiment: 67% positive, 33% neutral, 0% critical
- PPerplexity8/15 · 53%Sentiment: 87% positive, 13% neutral, 0% critical
- GGemini11/15 · 73%Sentiment: 67% positive, 33% neutral, 0% critical
Für längere Geschäftsreisen müssen Luxusautos vor allem drei Kriterien erfüllen: höchsten Langstreckenkomfort (geräuscharm, hervorragendes Fahrwerk), fortschrittliche Konnektivität/Assistenzsysteme (für entspanntes Fahren oder mobiles Arbeiten) und eine repräsentative Optik . Hier sind die am besten geeigneten Modelle in der Luxus- und Oberklasse, unterteilt nach Fahrzeugkonzept: 1. Die klassischen Luxuslimousinen …AI answer as returned, unverified and shortened.
- Spurhalteassistent
- Notbremsassistent
- adaptive Geschwindigkeitsregelung
- Abstandstempomat
- Audi
- Audi A6 Avant
- BMW
- BMW 5er Touring
- Mercedes-Benz12.7%
- BMW Deutschland0%
- Audi Deutschland0%
- Lexus Deutschland0%
- Jaguar Deutschland0%
- Porsche Deutschland0%
- 1.finn.com19
- 2.adac.de15
- 3.autohero.com15
- 4.focus.de14
- 5.motor.com.de13
- 6.carwow.de12
- 7.autobild.de10
- 8.auto-motor-und-sport.de8
Own domain's share of all citations: 0.2%
| Question (original German) | AIOpenAI | CClaude | PPerplexity | GGemini |
|---|---|---|---|---|
| Welche Vorteile bieten Plug-in-Hybride gegenüber reinen Elektroautos in der Oberklasse? | ||||
| Wie entwickeln sich die Preise für vollelektrische Luxuslimousinen in Deutschland? | ||||
| Welche Luxusautos eignen sich besonders gut für längere Geschäftsreisen? | ||||
| Welche Oberklasse-Modelle bieten das beste Raumangebot für große Familien? | ||||
| Wie unterscheiden sich Limousine, Coupé und SUV im Luxussegment hinsichtlich Fahrkomfort und Preis? | ||||
| Worauf sollte man achten, wenn Assistenzsysteme bei Premiumfahrzeugen nicht wie erwartet funktionieren? | ||||
| Was sind die beliebtesten SUV-Modelle im Luxussegment mit Elektroantrieb? | ||||
| Welches Fahrzeug eignet sich besonders gut als repräsentativer Dienstwagen im Premiumsegment? | ||||
| Luxus-Kombi vs. Luxus-SUV – welches Fahrzeug passt besser zum Alltag einer Familie? | ||||
| Welche alternativen Antriebsformen gibt es im Bereich der Premiumfahrzeuge außer Elektro und Hybrid? | ||||
| Wann lohnt sich die Investition in ein neues Luxusfahrzeug anstelle eines jungen Gebrauchtwagens? | ||||
| Was tun bei ungewöhnlichen Geräuschen aus dem Fahrwerk eines hochwertigen Sportwagens? | ||||
| Welche Argumente sprechen 2024 für oder gegen Fahrzeuge mit Verbrennungsmotor in der Oberklasse? | ||||
| Ist der Umstieg auf einen Stromer im Premiumsegment in Deutschland aktuell sinnvoll? | ||||
| Welche sportlichen Cabrios im Premiumbereich bieten aktuell die beste Ausstattung? |
- Brand named, positive
- Brand named, neutral
- Brand named, critical
- Only competitors named
- Brand not named
- No answer
<a href="https://aeo-audit.rezolve.com/de/mercedes-benz" title="KI-Check Deutschland 2026: Mercedes-Benz"><img src="https://aeo-audit.rezolve.com/de/badges/mercedes-benz.svg" alt="Agent Readiness Stufe 1, KI-Check Deutschland 2026" width="260" height="64"></a>Audit completed on 19 September 2026. Methodology