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WeRide

weride.ai · Technology · WRD

Ranked 855 of 2,047 companies in the study

35Overall score
  • Visibility9
  • Citations0
  • Sentiment88
  • Site quality80
  • AI readiness14
What this means for WeRide

AI assistants name WeRide in 6.7% of answers, which is less often than the typical company in the technology sector. Its overall score is 35 out of 100, ranking 855th of 2,047 companies. The website passes 2 of 14 technical checks of readiness for AI tools.

We asked 15 unbranded questions about the technology market: none named WeRide. AI assistants named it in 4 of 60 answers (6.7%). The typical technology company is named in 10.0% of answers. By how often it is named, WeRide ranks 165 of 273 in its sector.

Named by AI in
6.7%
4 of 60 answers
Share of mentions
11.4%
compared with 5 rivals
AI readiness
2/14
technical checks passed. Typical for its sector: 4
Rank in its sector
143 of 273
by overall score, where the typical technology company scores 36
How WeRide compares with all 2,047 companies

Every dot is a company in the study. Hover one to see it; click to open its report.

This companySame sectorEvery other companyNever named

What makes up the score

Five parts, each scored out of 100.

Visibility
9

How often AI assistants name the company

Citations
0

How often AI uses the company's own website as a source

Sentiment
88

How positively AI describes the company

Site quality
80

How well built the website's own pages are

AI readiness
14

How easily AI tools can read and use the website

Visibility is calculated from the answers on this page. How the score is built.

Compared with technology

273 companies in this sector. The line on each bar is the typical company.

Overall score35
Ranks 143 of 273. Typical company: 36
Named in answers7%
Ranks 165 of 273. Typical company: 10%
AI readiness14
Ranks 237 of 273. Typical company: 29
What Gemini actually said

An answer that names the company

“What are practical applications of end-to-end ADAS platforms for urban mobility?”

End-to-end Advanced Driver-Assistance Systems (ADAS) platforms offer a wide range of practical applications for improving urban mobility, focusing on safety, efficiency, and the eventual transition to autonomous driving. These platforms integrate various technologies, from sensors to AI, to create a more cohesive and intelligent driving experience in complex urban environments.

Here are some practical applications:

Enhanced Safety for All Road Users:

Collision Avoidance: End-to-end ADAS platforms significantly reduce accidents by providing features like automatic emergenc …

The AI’s answer as we received it, shortened and not checked for accuracy.

Also named
Waymo14Cruise5Motional4Aptiv2
Share of mentions

How the mentions in these answers were split between this company and its rivals

Waymo
33.3%
Cruise
33.3%
WeRide
13.3%
Motional
10.0%
Aptiv
6.7%
Aurora Innovation
3.3%
Which AI assistants named the company

Answers naming it, out of answers received

Gemini
2/15
Perplexity
1/15
Claude
1/15
OpenAI
0/15
Ready for AI agents

What this website publishes for an AI agent to read, use and buy from, on a scale of six levels.

  1. 0
  2. 1
  3. 2
  4. 3
  5. 4
  6. 5

Level 0: Not yet agent-ready. Agents struggle to find basic information about the site.

To reach level 1:
  • 2 of robots.txt, Sitemap, Link headers
Show every check, for your technical team
Discoverability
0 of 100
  • robots.txtNot met

    Publish a valid robots.txt with crawl rules and a Sitemap line.

    study: 92.0%
  • SitemapNot met

    Serve an XML sitemap and reference it from robots.txt.

    study: 86.8%
  • Link headersNot met

    Send Link headers such as rel="api-catalog" or rel="describedby" on the homepage.

    study: 0.3%
  • DNS for AI DiscoveryNot present

    Advertise agent endpoints with SVCB records under _agents.

    study: 5.5%
Content accessibility
0 of 100
  • Markdown negotiationNot met

    Return a markdown version when asked with Accept: text/markdown, for example at the CDN.

    study: 1.9%
  • llms.txtNot met

    Publish an llms.txt with a short summary and the key links.

    study: 25.1%
Bot access control
0 of 100
  • AI bot rulesNot met

    Add explicit robots.txt groups for the main AI crawlers.

    study: 93.4%
  • Content SignalsNot met

    Add a Content-Signal line for search, ai-input and ai-train to robots.txt.

    study: 1.4%
  • Web Bot AuthNot present

    Only relevant if you run your own agents or crawlers: publish a signing key directory.

    study: 0.2%
APIs, auth and MCP
0 of 100
  • API CatalogNot met

    List public APIs in a linkset at /.well-known/api-catalog.

    study: 0.3%
  • OAuth discoveryNot met

    Publish OpenID Connect or OAuth server metadata under /.well-known.

    study: 11.8%
  • OAuth Protected ResourceNot met

    Serve protected resource metadata at /.well-known/oauth-protected-resource.

    study: 10.3%
  • auth.mdNot met

    Publish an auth.md describing how agents sign in.

    study: 0.0%
  • MCP Server CardNot met

    Offer an MCP server and publish its server card under /.well-known.

    study: 0.2%
  • A2A Agent CardNot met

    Publish an agent card at /.well-known/agent-card.json.

    study: 0.1%
  • Agent SkillsNot met

    Publish a skills index with the main tasks agents can do.

    study: 0.2%
  • WebMCPCould not check

    Register key actions such as search or cart as WebMCP tools.

    study: 33.7%
  • ARD manifestNot met

    Publish an ai-catalog.json listing every agent interface.

    study: 0.1%

Score 0 of 100 · 97% of checks could run · checked on October 5, 2026 · weride.ai · 2,047 companies scanned

See how every company did, and how this was measured.

The checks behind the AI readiness score

2 of 14 passed. This list is for your technical team. The percentage is how many companies in the study pass each check.

These 14 checks ran during the audit and are what the AI readiness part of the overall score counts. The scan above ran later and is stricter on Link headers and Markdown, so a check can pass here and not there.

Show the 14 checks
Discoverability
  • Not metrobots.txt publishedstudy: 85.0%
  • Not metXML sitemapstudy: 73.2%
  • PassedHTTP Link headers (RFC 8288)study: 29.0%
Content Accessibility
  • Not metMarkdown content negotiationstudy: 8.3%
  • Not metllms.txt publishedstudy: 21.7%
  • PassedToken budget (page weight)study: 95.2%
Bot Access Control
  • Not metExplicit AI bot rulesstudy: 13.0%
API / Auth / MCP
  • Not metAPI Catalog (.well-known/api-catalog)study: 0.2%
  • Not metOAuth Authorization Server discoverystudy: 10.1%
  • Not metOAuth Protected Resource discoverystudy: 9.3%
  • Not metMCP Server Cardstudy: 0.0%
  • Not metA2A Agent Cardstudy: 0.0%
  • Not metWebMCP toolsstudy: 4.2%
  • Not metAgent Skills declaredstudy: 0.0%
Websites the AI used as sources

How many times each website was listed as a source in these answers

mckinsey.com
18
mdpi.com
14
rosap.ntl.bts.gov
11
itskrs.its.dot.gov
10
arxiv.org
9
dataintelo.com
9
bcg.com
6
en.wikipedia.org
6
f6s.com
6
patentpc.com
5

In the study as US-listed.

Every question, and where the company came up (3 of 15)
QuestionOpenAIClaudePerplexityGemini
  • What are practical applications of end-to-end ADAS platforms for urban mobility?
  • How do you address unexpected obstacles during autonomous shuttle operations?
  • Are commercial-stage autonomous driving platforms worth the upgrade for automotive OEMs?
  • What factors influence the price of upgrading to Level 4 autonomous driving capabilities?
  • How much does it cost to implement a scalable autonomous driving solution for city fleets?
  • Which autonomous mobility platforms are most suitable for smart city planning in the US?
  • What might cause urban autonomous vehicles to fail in complex city environments?
  • Is investing in urban autonomous vehicle solutions cost-effective for transportation providers?
  • Are there non-autonomous solutions that still enhance urban mobility for transit operators?
  • What other automated driving options exist for reducing city congestion besides full autonomy?
  • Autonomous robotaxi vs. autonomous shuttle: which is better for city transport networks?
  • What are alternatives to using fully autonomous vehicles in city transportation?
  • How are autonomous robo-shuttles being used in public transit systems?
  • What are the best autonomous driving systems for urban transportation solutions?
  • How do Level 2 self-driving features compare to Level 4 autonomous driving technologies?
named the companyanswered without naming itdid not answer

Columns, left to right: OpenAI, Claude, Perplexity, Gemini. The AI assistants often disagree. Across the study, on 40% of the questions where a company is named, only one of the four names it.

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Overall score 35 of 100 badge for WeRide

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<a href="https://aeo-audit.rezolve.com/us/weride.ai"><img src="https://aeo-audit.rezolve.com/us/badges/weride.ai.svg" alt="Overall score 35 of 100, US AI Visibility Study 2026" width="280" height="64"></a>
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