Men's Wearhouse (Tailored Brands)
menswearhouse.com · Retail · MW
Ranked 629 of 2,047 companies in the study
- Visibility27
- Citations6
- Sentiment50
- Site quality80
- AI readiness36
AI assistants name Men's Wearhouse (Tailored Brands) in 25% of answers, which is more frequent than the typical company in the retail sector. Its overall score is 37 out of 100, ranking 629th of 2,047 companies. The website passes 5 of 14 technical checks for readiness with AI tools.
We asked 15 unbranded questions about the retail market: none named Men's Wearhouse (Tailored Brands). AI assistants named it in 15 of 60 answers (25.0%). The typical retail company is named in 6.7% of answers. By how often it is named, Men's Wearhouse (Tailored Brands) ranks 116 of 640 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.
640 companies in this sector. The line on each bar is the typical company.
An answer that names the company
“Best options for men’s business attire on a budget”
Building a professional and stylish business attire wardrobe on a budget is achievable by focusing on versatile pieces, knowing where to shop, and prioritizing fit and quality.
Essential Pieces for a Budget-Friendly Business Wardrobe:
Versatile Shirts: Stock up on button-down shirts in neutral colors like white, light blue, and pink. Moisture-wicking and wrinkle-resistant options are a plus for comfort and easy care. Polo shirts and casual button-downs are also good for business casual settings.
Bottoms: Invest in wrinkle-resistant chinos or slacks. Gray, navy, brown, and …
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 1: Basic web presence. Two of robots.txt, a sitemap and Link headers are in place.
- Content Signals
Not by itself. Men's Wearhouse (Tailored Brands) publishes none of the purchase protocols we look for. An agent would have to click through the checkout like a person.
- UCPNot present
- ACPNot present
- AP2Not present
- x402Not present
- MPPNot present
Show every check, for your technical teamHide the checks
- study: 92.0%robots.txtPassed
A valid robots.txt with crawl rules at the site root.
- study: 86.8%SitemapPassed
An XML sitemap listing the pages, ideally referenced 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 rulesPassed
Explicit robots.txt rules for AI crawlers such as GPTBot, ClaudeBot and PerplexityBot.
- 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%WebMCPCould not check
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 32 of 100 · 97% of checks could run · checked on October 5, 2026 · www.menswearhouse.com · 2,047 companies scanned
5 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
- Passedrobots.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%
- PassedExplicit 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%
This website sets rules for 5 AI crawlers by name. All others follow its general rules.
- GPTBotpartly
- ClaudeBotpartly
- Anthropic-AIpartly
- Google-Extendedpartly
- Applebot-Extendedpartly
- Meta-ExternalAgentpartly
- FacebookBotpartly
- Bytespiderpartly
- CCBot*blocked
- Diffbotpartly
- Omgilibotpartly
- OAI-SearchBot*allowed
- Claude-SearchBotpartly
- PerplexityBot*allowed
- Applebotpartly
- Amazonbotpartly
- YouBot*allowed
- ChatGPT-User*allowed
- Claude-Userpartly
- Perplexity-Userpartly
- DuckAssistBotpartly
- MistralAI-Userpartly
Read from the website’s own rules file (robots.txt). An asterisk marks a crawler the file names. The rest follow its general rules. “Partly” means only some pages are blocked.
How many times each website was listed as a source in these answers
In the study as Consumer brands.
- Best options for men’s business attire on a budget
- How much should I expect to pay for a quality dress shirt?
- Top options for tuxedo rentals for special occasions
- Off-the-rack vs. made-to-measure suits for men
- Is it better to rent or buy a tuxedo for a single event?
- What to do if a suit doesn’t fit after alteration?
- Alternatives to suit rentals for formal events
- Are clearance menswear deals on formalwear worth it?
- Where can I find business casual clothing for men with easy returns?
- Suit separates vs. full suits: which is better for building a wardrobe?
- How to fix wrinkled suit jackets after travel
- Best places to buy affordable suits for weddings in the US
- What should men wear for golf outings with a business twist?
- Best men’s outfits for rehearsal dinners
- Average cost of a men’s wedding suit in the US
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/menswearhouse.com"><img src="https://aeo-audit.rezolve.com/us/badges/menswearhouse.com.svg" alt="Overall score 37 of 100, US AI Visibility Study 2026" width="280" height="64"></a>