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Walmart

walmart.com · Retail · WMT

Ranked 41 of 2,047 companies in the study

47Overall score
  • Visibility51
  • Citations2
  • Sentiment76
  • Site quality80
  • AI readiness21
What this means for Walmart

AI assistants name Walmart in 66.7% of answers, much more often than the typical company in the retail sector. Its overall score is 47 out of 100, ranking 41st of 2,047 companies and 10th among 640 retail companies. Walmart's website passes 2 out of 14 technical checks for AI tools.

We asked 15 unbranded questions about the retail market: none named Walmart. AI assistants named it in 40 of 60 answers (66.7%). The typical retail company is named in 6.7% of answers. By how often it is named, Walmart ranks 4 of 640 in its sector.

Named by AI in
66.7%
40 of 60 answers
Share of mentions
28.6%
compared with 5 rivals
AI readiness
2/14
technical checks passed. Typical for its sector: 3
Rank in its sector
10 of 640
by overall score, where the typical retail company scores 34
How Walmart compares with all 2,047 companies

Every dot is a company in the study. Hover one to see it; click to open its report.

This companySame sectorEvery other companyNever named

What makes up the score

Five parts, each scored out of 100.

Visibility
51

How often AI assistants name the company

Citations
2

How often AI uses the company's own website as a source

Sentiment
76

How positively AI describes the company

Site quality
80

How well built the website's own pages are

AI readiness
21

How easily AI tools can read and use the website

Visibility is calculated from the answers on this page. How the score is built.

Compared with retail

640 companies in this sector. The line on each bar is the typical company.

Overall score47
Ranks 10 of 640. Typical company: 34
Named in answers67%
Ranks 4 of 640. Typical company: 7%
AI readiness21
Ranks 351 of 640. Typical company: 29
What Perplexity actually said

An answer that names the company

“What should I do if my online order from a major mass-market retailer arrives with missing items?”

If your online order arrives with missing items, first verify the order details and packaging, then contact the retailer’s customer service right away to request a replacement or refund. If the retailer does not resolve it, you can escalate with the carrier and, if needed, dispute the charge with your card issuer.

Check your order history and tracking to confirm whether the item was shipped separately or is still in transit.

Inspect all boxes, bags, and packing materials carefully, since items are sometimes split across packages or tucked inside …

The AI’s answer as we received it, shortened and not checked for accuracy.

Also named
Target34Costco29Kroger13Meijer5
Share of mentions

How the mentions in these answers were split between this company and its rivals

Walmart
29.6%
Target
23.7%
Costco
20.0%
Sam’s Club
14.1%
Kroger
8.9%
Meijer
3.7%
Which AI assistants named the company

Answers naming it, out of answers received

Claude
12/15
Perplexity
11/15
Gemini
9/15
OpenAI
8/15
Ready for AI agents

What this website publishes for an AI agent to read, use and buy from, on a scale of six levels.

  1. 0
  2. 1
  3. 2
  4. 3
  5. 4
  6. 5

Level 1: Basic web presence. Two of robots.txt, a sitemap and Link headers are in place.

To reach level 2:
  • Content Signals
Can an AI agent buy here?

Not by itself. Walmart 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 team
Discoverability
77 of 100
  • robots.txtPassed

    A valid robots.txt with crawl rules at the site root.

    study: 92.0%
  • SitemapPassed

    An XML sitemap listing the pages, ideally referenced from robots.txt.

    study: 86.8%
  • Link headersNot met

    Send Link headers such as rel="api-catalog" or rel="describedby" on the homepage.

    study: 0.3%
  • DNS for AI DiscoveryNot present

    Advertise agent endpoints with SVCB records under _agents.

    study: 5.5%
Content accessibility
0 of 100
  • Markdown negotiationNot met

    Return a markdown version when asked with Accept: text/markdown, for example at the CDN.

    study: 1.9%
  • llms.txtNot met

    Publish an llms.txt with a short summary and the key links.

    study: 25.1%
Bot access control
32 of 100
  • AI bot rulesPartly met

    Add explicit robots.txt groups for the main AI crawlers.

    study: 93.4%
  • Content SignalsNot met

    Add a Content-Signal line for search, ai-input and ai-train to robots.txt.

    study: 1.4%
  • Web Bot AuthNot present

    Only relevant if you run your own agents or crawlers: publish a signing key directory.

    study: 0.2%
APIs, auth and MCP
0 of 100
  • API CatalogNot met

    List public APIs in a linkset at /.well-known/api-catalog.

    study: 0.3%
  • OAuth discoveryNot met

    Publish OpenID Connect or OAuth server metadata under /.well-known.

    study: 11.8%
  • OAuth Protected ResourceNot met

    Serve protected resource metadata at /.well-known/oauth-protected-resource.

    study: 10.3%
  • auth.mdNot met

    Publish an auth.md describing how agents sign in.

    study: 0.0%
  • MCP Server CardNot met

    Offer an MCP server and publish its server card under /.well-known.

    study: 0.2%
  • A2A Agent CardNot met

    Publish an agent card at /.well-known/agent-card.json.

    study: 0.1%
  • Agent SkillsNot met

    Publish a skills index with the main tasks agents can do.

    study: 0.2%
  • WebMCPCould not check

    Register key actions such as search or cart as WebMCP tools.

    study: 33.7%
  • ARD manifestNot met

    Publish an ai-catalog.json listing every agent interface.

    study: 0.1%

Score 25 of 100 · 97% of checks could run · checked on October 5, 2026 · www.walmart.com · 2,047 companies scanned

See how every company did, and how this was measured.

The checks behind the AI readiness score

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 checks
Discoverability
  • Passedrobots.txt publishedstudy: 85.0%
  • Not metXML sitemapstudy: 73.2%
  • Not metHTTP Link headers (RFC 8288)study: 29.0%
Content Accessibility
  • Not metMarkdown content negotiationstudy: 8.3%
  • Not metllms.txt publishedstudy: 21.7%
  • PassedToken budget (page weight)study: 95.2%
Bot Access Control
  • Not metExplicit AI bot rulesstudy: 13.0%
API / Auth / MCP
  • 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%
What AI crawlers may read (robots.txt)

This website sets no rules for any AI crawler by name, like 84% of the websites whose rules we could read. Every AI crawler follows its general rules.

Training AI
  • GPTBotpartly
  • ClaudeBotpartly
  • Anthropic-AIpartly
  • Google-Extendedpartly
  • Applebot-Extendedpartly
  • Meta-ExternalAgentpartly
  • FacebookBotpartly
  • Bytespiderpartly
  • CCBotpartly
  • Diffbotpartly
  • Omgilibotpartly
AI search
  • OAI-SearchBotpartly
  • Claude-SearchBotpartly
  • PerplexityBotpartly
  • Applebotpartly
  • Amazonbotpartly
  • YouBotpartly
Answering questions
  • 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.

Websites the AI used as sources

How many times each website was listed as a source in these answers

justdial.com
18
target.com
12
umbrex.com
11
thekrazycouponlady.com
10
walmart.com (its own website)
9
reddit.com
8
yahoo.com
8
kroger.com
7
thekitchn.com
7
consumer.ftc.gov
6

In the study as S&P 500. Number 1 on the NRF Top 100 Retailers 2026 list, ranked by US retail sales.

Every question, and where the company came up (15 of 15)
QuestionOpenAIClaudePerplexityGemini
  • What should I do if my online order from a major mass-market retailer arrives with missing items?
  • How do mass-market omnichannel retailers compare to discount chains for household shopping needs?
  • How can I track a delayed shipment from a large all-in-one retailer?
  • Which other types of stores offer both online shipping and local pickup for budget shoppers?
  • How do major omnichannel stores make it easier to pick up online orders in person?
  • What are the easiest ways to save on school supplies for multiple kids at large national retailers?
  • Is shopping at a national omnichannel retailer a good way to stick to a tight budget?
  • Which types of major retailers offer the best weekly deals on groceries and cleaning supplies?
  • Online grocery delivery vs in-store shopping: which offers better deals and convenience for value-conscious buyers?
  • What are the best places to buy a wide variety of everyday essentials for less in the US?
  • Where can I find everything from groceries to home goods in one convenient stop for budget shoppers?
  • How do everyday low price retailers keep costs down compared to specialty stores?
  • What are alternatives to big-box retailers for affordable everyday needs?
  • Where can I buy affordable clothing, electronics, and groceries in a single transaction?
  • Are memberships for extra savings and free delivery at general retailers worth it?
named the companyanswered without naming itdid not answer

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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Overall score 47 of 100 badge for Walmart

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