- Visibility7
- Citations0
- Sentiment50
- Site quality80
- AI readiness14
AI assistants name Axalta Coating Systems in 5% of answers, the same as a typical company in the automotive sector. Its overall score is 27 out of 100, ranking 1,527th of 2,047 companies. The company's website passes 2 of 14 technical checks for readiness with AI tools.
We asked 15 unbranded questions about the automotive market: none named Axalta Coating Systems. AI assistants named it in 3 of 60 answers (5.0%). The typical automotive company is named in 5.0% of answers. By how often it is named, Axalta Coating Systems ranks 21 of 49 in its sector.
Every dot is a company in the study. Hover one to see it; click to open its report.
This companySame sectorEvery other companyNever named
Five parts, each scored out of 100.
How often AI assistants name the company
How often AI uses the company's own website as a source
How positively AI describes the company
How well built the website's own pages are
How easily AI tools can read and use the website
Visibility is calculated from the answers on this page. How the score is built.
49 companies in this sector. The line on each bar is the typical company.
An answer that names the company
“Best surface preparation systems for auto body shops in the US?”
I'll search for information about the best surface preparation systems used in auto body shops.Based on the search results, here are the best surface preparation systems for auto body shops in the US:
Leading Systems and Solutions:
Mirka Optimized Surface Preparation (OSP)
Mirka's OSP offers groundbreaking surface preparation with a standardized workshop process supported by power tools, masking supplies, and compounds that enables more efficient processes with reduced waste of abrasives and better use of worktime. The system can achieve time savings of 30% in sanding processes and re …
The AI’s answer as we received it, shortened and not checked for accuracy.
How the mentions in these answers were split between this company and its rivals
Answers naming it, out of answers received
What this website publishes for an AI agent to read, use and buy from, on a scale of six levels.
- 0
- 1
- 2
- 3
- 4
- 5
Level 0: Not yet agent-ready. Agents struggle to find basic information about the site.
- 2 of robots.txt, Sitemap, Link headers
Show every check, for your technical teamHide the checks
- study: 92.0%robots.txtNot met
Publish a valid robots.txt with crawl rules and a Sitemap line.
- study: 86.8%SitemapPartly met
Serve an XML sitemap and reference it from robots.txt.
- study: 0.3%Link headersNot met
Send Link headers such as rel="api-catalog" or rel="describedby" on the homepage.
- study: 5.5%DNS for AI DiscoveryNot present
Advertise agent endpoints with SVCB records under _agents.
- study: 1.9%Markdown negotiationNot met
Return a markdown version when asked with Accept: text/markdown, for example at the CDN.
- study: 25.1%llms.txtNot met
Publish an llms.txt with a short summary and the key links.
- study: 93.4%AI bot rulesNot met
Add explicit robots.txt groups for the main AI crawlers.
- study: 1.4%Content SignalsNot met
Add a Content-Signal line for search, ai-input and ai-train to robots.txt.
- study: 0.2%Web Bot AuthNot present
Only relevant if you run your own agents or crawlers: publish a signing key directory.
- study: 0.3%API CatalogNot met
List public APIs in a linkset at /.well-known/api-catalog.
- study: 11.8%OAuth discoveryNot met
Publish OpenID Connect or OAuth server metadata under /.well-known.
- study: 10.3%OAuth Protected ResourceNot met
Serve protected resource metadata at /.well-known/oauth-protected-resource.
- study: 0.0%auth.mdNot met
Publish an auth.md describing how agents sign in.
- study: 0.2%MCP Server CardNot met
Offer an MCP server and publish its server card under /.well-known.
- study: 0.1%A2A Agent CardNot met
Publish an agent card at /.well-known/agent-card.json.
- study: 0.2%Agent SkillsNot met
Publish a skills index with the main tasks agents can do.
- study: 33.7%WebMCPNot met
Register key actions such as search or cart as WebMCP tools.
- study: 0.1%ARD manifestNot met
Publish an ai-catalog.json listing every agent interface.
Score 7 of 100 · 100% of checks could run · checked on October 4, 2026 · www.axalta.com · 2,047 companies scanned
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 checksHide them
- Not metrobots.txt publishedstudy: 85.0%
- PassedXML sitemapstudy: 73.2%
- Not metHTTP Link headers (RFC 8288)study: 29.0%
- Not metMarkdown content negotiationstudy: 8.3%
- Not metllms.txt publishedstudy: 21.7%
- PassedToken budget (page weight)study: 95.2%
- Not metExplicit AI bot rulesstudy: 13.0%
- 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%
How many times each website was listed as a source in these answers
In the study as US-listed.
- What are alternatives to solvent-based coatings for a sustainable finish?
- Best surface preparation systems for auto body shops in the US?
- Is it worth investing in premium automotive refinish coating systems?
- What are the top-rated performance coatings for commercial vehicles?
- Latest innovations in automotive OEM coatings for color and durability?
- What causes premature fading in automotive OEM coatings?
- How to resolve common surface preparation issues in metal finishing?
- Which type of coating is best for heavy-duty machinery exposed to harsh environments?
- How do waterborne coatings compare to solvent-based coatings for industrial applications?
- Average price range for high-performance refinish coating systems for body shops?
- How does the cost of electrocoats compare to traditional paint systems in industrial settings?
- Are eco-friendly industrial coatings as durable as traditional options?
- What coatings work best for scratch resistance on light vehicles?
- Environmentally friendly options for commercial vehicle coatings besides traditional choices?
- Powder coatings vs liquid coatings for manufacturing equipment—pros and cons?
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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<a href="https://aeo-audit.rezolve.com/us/axaltacs.com"><img src="https://aeo-audit.rezolve.com/us/badges/axaltacs.com.svg" alt="Overall score 27 of 100, US AI Visibility Study 2026" width="280" height="64"></a>