- Visibility0
- Citations0
- Sentiment50
- Site quality73
- AI readiness21
AI assistants do not name CSW Industrials in any of the 60 answers, even though they name others such as Fastenal and MSC Industrial Supply. CSW Industrials has an overall score of 24 out of 100, ranking 1,888th of 2,047 companies. Its website passes 3 of 14 technical checks showing how ready it is for AI tools.
We asked 15 unbranded questions about the industrial market: none named CSW Industrials. AI assistants named it in none of 60 answers. The typical industrial company is named in 5.0% of answers. By how often it is named, CSW Industrials ranks 191 of 246 in its sector.
Named fewer than three times in total. Read this as a sign that AI assistants rarely bring this company up, not as an exact comparison with its rivals.
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.
246 companies in this sector. The line on each bar is the typical company.
The company is not named in this answer
“Where do US-based contractors find the widest range of industrial and construction supplies?”
US-based contractors seeking a wide range of industrial and construction supplies can find extensive options from large national distributors and specialized suppliers. These companies often provide comprehensive inventories, advanced logistics, and services tailored to professional contractors.
Some of the top companies offering a broad selection of industrial and construction supplies include:
W.W. Grainger: Grainger is a leading industrial distributor in North America, offering a vast array of products. They are a top distributor for electrical, HVACR, plumbing, power transmission …
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 AuthCould not check
Only relevant if you run your own agents or crawlers: publish a signing key directory.
- study: 0.3%API CatalogCould not check
List public APIs in a linkset at /.well-known/api-catalog.
- study: 11.8%OAuth discoveryCould not check
Publish OpenID Connect or OAuth server metadata under /.well-known.
- study: 10.3%OAuth Protected ResourceCould not check
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 CardCould not check
Offer an MCP server and publish its server card under /.well-known.
- study: 0.1%A2A Agent CardCould not check
Publish an agent card at /.well-known/agent-card.json.
- study: 0.2%Agent SkillsCould not check
Publish a skills index with the main tasks agents can do.
- study: 33.7%WebMCPCould not check
Register key actions such as search or cart as WebMCP tools.
- study: 0.1%ARD manifestCould not check
Publish an ai-catalog.json listing every agent interface.
Score 11 of 100 · 65% of checks could run · checked on October 5, 2026 · csw.com · 2,047 companies scanned
3 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%
- PassedHTTP 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.
- Where do US-based contractors find the widest range of industrial and construction supplies?
- What are some options for sourcing specialty construction products besides national distributors?
- How do engineered building solutions compare to traditional construction materials?
- Most recommended specialized product distributors for large construction projects?
- Best ways to use specialty coatings in commercial building upgrades?
- Is it worth investing in value-added products for industrial maintenance projects?
- Common issues when sourcing industrial components for large-scale projects and how to resolve them?
- How does pricing for industrial maintenance products vary by supply channel?
- What are the best industrial and construction product suppliers for contractors in the US?
- Ideal applications for engineered fastening systems in industrial environments?
- Alternatives to using a large industrial product supplier for mid-sized contractor needs?
- How to address delivery delays from construction product suppliers?
- Should contractors choose specialized suppliers over general hardware stores for construction needs?
- What is the typical price range for value-added construction supplies in the US?
- Pros and cons of using niche value-added products versus standard options in industrial applications?
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.