- Visibility18
- Citations0
- Sentiment50
- Site quality33
- AI readiness0
AI assistants name Restoration Hardware in 13.3% of answers, about twice as often as the typical company in retail. Its overall score is 21 out of 100, ranking 2,008th of 2,047 companies in the study. Its website passes 0 of 14 technical checks for AI tools.
We asked 15 unbranded questions about the retail market: none named Restoration Hardware. AI assistants named it in 8 of 60 answers (13.3%). The typical retail company is named in 6.7% of answers. By how often it is named, Restoration Hardware ranks 213 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
“What are the best places to find upscale home furnishings in the US?”
I can provide you with some general information about where to find upscale home furnishings in the US based on established knowledge:
High-End Furniture Retailers:
Design District locations - Many major cities have design districts (like Miami Design District, Dallas Design District, Los Angeles Design District) that house showrooms for luxury furniture brands
Department stores - High-end stores like Neiman Marcus, Saks Fifth Avenue, and Nordstrom carry premium home furnishings
Specialty luxury retailers - Stores like RH (Restoration Hardware), Ethan Allen, Baker Furnit …
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.
This website turned most of our scan away, so it has no level. None of the checks could run. That reflects the website’s rules for automated visitors, and an AI agent arriving by itself meets the same rules.
We could not tell. The website turned away our requests for the files an agent would read. An agent arriving by itself is turned away the same way.
- UCPCould not check
- ACPCould not check
- AP2Not present
- x402Not present
- MPPCould not check
Show every check, for your technical teamHide the checks
- study: 92.0%robots.txtCould not check
Publish a valid robots.txt with crawl rules and a Sitemap line.
- study: 86.8%SitemapCould not check
Serve an XML sitemap and reference it from robots.txt.
- study: 0.3%Link headersCould not check
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 negotiationCould not check
Return a markdown version when asked with Accept: text/markdown, for example at the CDN.
- study: 25.1%llms.txtCould not check
Publish an llms.txt with a short summary and the key links.
- study: 93.4%AI bot rulesCould not check
Add explicit robots.txt groups for the main AI crawlers.
- study: 1.4%Content SignalsCould not check
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.mdCould not check
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.
0% of checks could run · checked on October 5, 2026 · rh.com · 2,047 companies scanned
0 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%
- Not metXML sitemapstudy: 73.2%
- Not metHTTP Link headers (RFC 8288)study: 29.0%
- Not metMarkdown content negotiationstudy: 8.3%
- Not metllms.txt publishedstudy: 21.7%
- Not metToken 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 Consumer brands.
- How can I handle delays in delivery from premium home décor stores?
- What are some ways to get a luxury home aesthetic without shopping at premium retailers?
- How do luxury home décor stores compare to boutique furniture galleries?
- What are the best places to find upscale home furnishings in the US?
- Is investing in designer home furnishings worth the higher price tag?
- How do costs of custom luxury dining tables compare to ready-made options?
- Which online platforms offer curated selections of upscale home décor at lower prices?
- Are there affordable alternatives to designer home furnishings that still look upscale?
- Where can I shop for high-end living room furniture collections?
- Are luxury bedding and textiles genuinely more comfortable than standard options?
- How do you achieve a cohesive upscale look with mixed-metal lighting fixtures?
- What price range should I expect for high-end sectional sofas in the US?
- What should I do if a custom furniture order arrives with minor imperfections?
- What’s the difference between high-end furniture retailers and mainstream décor shops?
- What luxury furniture pieces best suit an open-concept modern home?
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/rh.com"><img src="https://aeo-audit.rezolve.com/us/badges/rh.com.svg" alt="Overall score 21 of 100, US AI Visibility Study 2026" width="280" height="64"></a>