Bed Bath & Beyond
bedbathandbeyond.com · Retail · BBBY, BYON, NXH, OSTK
Ranked 1,126 of 2,047 companies in the study
- Visibility6
- Citations0
- Sentiment67
- Site quality73
- AI readiness36
AI assistants name Bed Bath & Beyond in 6.7% of answers, which is the same as the typical company in the retail sector. Its overall score is 31 out of 100, ranking 1,126th of 2,047 companies. The company's website passes 4 of 14 technical checks for readiness for AI tools.
We asked 15 unbranded questions about the retail market: none named Bed Bath & Beyond. AI assistants named it in 4 of 60 answers (6.7%). The typical retail company is named in 6.7% of answers. By how often it is named, Bed Bath & Beyond ranks 301 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
“Discounted home essentials vs regular retail stores: which is cheaper for bedding and décor?”
For bedding and decor, discounted home essential stores are generally cheaper than regular retail stores, though the "best" option depends on what you're looking for and your shopping habits.
Why Discounted Home Essential Stores are Often Cheaper:
Off-price retailers: Stores like HomeGoods, T.J. Maxx, and Marshalls specialize in offering brand-name and designer home goods at significant discounts (20-60% below comparable retail prices). Their inventory changes frequently, making it a "treasure hunt" experience.
Overstock and closeouts: Many discounted stores sell overstoc …
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. Bed Bath & Beyond 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.bedbathandbeyond.com · 2,047 companies scanned
4 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%
- 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%
- 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 4 AI crawlers by name. All others follow its general rules.
- GPTBot*partly
- ClaudeBotpartly
- Anthropic-AIpartly
- Google-Extendedpartly
- Applebot-Extendedpartly
- Meta-ExternalAgent*partly
- FacebookBotpartly
- Bytespiderpartly
- CCBotpartly
- Diffbotpartly
- Omgilibotpartly
- OAI-SearchBotpartly
- Claude-SearchBotpartly
- PerplexityBotpartly
- Applebot*partly
- Amazonbot*partly
- YouBotpartly
- ChatGPT-Userpartly
- 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 way to furnish a college dorm room on a budget using online deals
- Alternatives to online discount retailers for cheap kitchen gadgets
- What are the best online stores for affordable home goods in the US?
- How do online home goods retailers set prices for discounted bedding and bath items?
- What are other ways to save on home essentials besides shopping online?
- Is it worth buying home décor from discount online retailers?
- How to refresh your living room for less using discounted home décor sites
- Discounted home essentials vs regular retail stores: which is cheaper for bedding and décor?
- Shopping outlet furniture online vs in physical stores: pros and cons
- Where else can I find low prices on high-quality rugs outside of online outlets?
- How can I make sure I’m getting genuine products when buying discounted home goods online?
- Why does my online furniture order take longer to ship than expected?
- Best places to find discounted kitchen essentials online for a new apartment
- Are online deals on sheets and comforters actually good quality?
- When are the best months to find major sales on home essentials online?
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/bedbathandbeyond.com"><img src="https://aeo-audit.rezolve.com/us/badges/bedbathandbeyond.com.svg" alt="Overall score 31 of 100, US AI Visibility Study 2026" width="280" height="64"></a>