Walmart: 59 of 100 on Ora's agent-readiness scan

In short

Walmart scores 59 of 100 on Ora's agent-readiness scan, grade C, read on 9 November 2026. 60 percent of the 132,085 domains Ora ranks score under 50, and the average score is 44. A live MCP server at the developer portal, and a home page at 2 percent text.

The score

Walmart is a retailer and grocer based in Bentonville, Arkansas, with stores in the United States, Mexico, Canada, Chile, China and India.

  • 59of 100, grade C
    Ora's agent-readiness scan of walmart.com, read 9 November 2026, listed under E-commerce.
  • 12Discovery, of 16
    Whether assistants find the company: search presence, Wikipedia and Wikidata, catalogues.
  • 30Access, of 58
    Whether they can read it: the door, text without JavaScript, llms.txt, structured data.
  • 46Usability, of 81
    Whether they can act through it: an MCP server, an API with a specification, sign-in for agents.
  • 0Payments, of 0
    No check in this layer applied to the site.

60 percent of the 132,085 domains Ora ranks score under 50, and the average score is 44.

Ora's one-line summary: Walmart offers solid public content and bot-accessible robots and sitemap setup, but lacks an OpenAPI specification for agents to call its services.

What an assistant meets at the door

Before an assistant can read, compare or buy, it has to get in. These rows are the door: whether the bot shield lets the main agents through, what robots.txt tells the search, training and user-triggered agents, and whether the home page has text without running JavaScript.

The door at walmart.com
CheckResultWhat Ora saw
Not blocked by bot detectionPass, 2 of 2Site accessible to 4 agent user-agents (ChatGPT-User, OAI-SearchBot, Claude-User, PerplexityBot).
Agent crawler reachabilityPass, 2 of 2Reachable to every agent we tested - ChatGPT-User: reachable, OAI-SearchBot: reachable, Claude-User: reachable, PerplexityBot: reachable
robots.txt AI crawler policyPass, 2 of 2AI search crawlers: allowed in 3 of 3 checks (3 crawlers on 1 page). AI training crawlers: allowed in 2 of 2 checks (2 crawlers on 1 page), not scored.
robots.txt agent-user policyPass, 2 of 2No applicable crawl or usage restriction found for 3 user-triggered agents (chatgpt-user, claude-user, perplexity-user) on 1 public page: https://walmart.com/. Declared policy only;
Content without JavaScriptPartial, 1 of 3Homepage: 1750 chars with H1, but 2.0% content ratio is below the 5% target. Sampled pages with almost no text without JavaScript (1 of 4): https://www.walmart.com/cp/10-pocket-hole-screws/9237418 (97 chars).
Homepage not hidden from searchPass, 1 of 1No noindex on the homepage: no robots, googlebot or bingbot meta tag and no X-Robots-Tag header hides it from search.

What it can read, and what it can do

The reading layer is what an assistant takes away from the pages: a text file written for it, markdown on request, structured data about the company, a sitemap. The act layer is whether it can do anything through a published interface rather than by clicking through the site.

Reading walmart.com
CheckResultWhat Ora saw
llms.txt existsFail, 0 of 1No llms.txt found at /llms.txt or /.well-known/llms.txt.
llms.txt formattingFail, 0 of 2No llms.txt found to evaluate quality
Markdown agent docsFail, 0 of 1Missing markdown content negotiation. Homepage returned text/html when probed with Accept: text/markdown (expected text/markdown), and none of the well-known root paths (/llms.md, /auth.md, /agents.md, /developers.md).
Bot-UA markdown servingFail, 0 of 1No probed bot User-Agent (ChatGPT-User, Claude-User, Perplexity-User) receives markdown when requesting HTML. Optional: detect AI-bot UAs server-side and serve them a markdown representation directly.
JSON-LD structured dataPartial, 2 of 4JSON-LD Organization found - missing description on this entity
Organization schema completenessPartial, 1 of 2Organization schema found but missing: contactPoint, address
Sitemap existsPass, 2 of 2Valid sitemap found at https://www.walmart.com/sitemap_category.xml with 12720 entries
Metadata completenessPass, 2 of 2All metadata signals present: canonical URL, lang="en-US", og:image, og:type
Page token budgetPass, 1 of 1All 6 measured pages fit an agent context budget (largest ~1K tokens)
Acting through walmart.com
CheckResultWhat Ora saw
MCP server / manifestPartial, 5 of 6MCP server detected at https://developer.walmart.com/mcp; it requires authentication. Presence is verified (5/6), but Ora could not inspect its tools or verify access scopes without credentials.
MCP well-known discoveryPartial, 1 of 2MCP server at https://developer.walmart.com/mcp - list its server card, hosted on your own domain, in /.well-known/ai-catalog.json so MCP clients can discover it
Public API with reachable endpointsPass, 7 of 7REST API documentation found at /api. GraphQL endpoint at https://developer.api.us2.walmart.com/api-proxy/service/hw/wellnessplusservice/v1/graphql is reachable;
Public API/docs linked from homepagePass, 3 of 3Documentation site found at https://developer.walmart.com
OpenAPI spec publishedFail, 0 of 7No OpenAPI/Swagger specification found
Developer portalPass, 6 of 6Developer portal found at https://developer.walmart.com
OAuth 2.0 supportPass, 5 of 5OAuth authorization server metadata at https://developer.walmart.com
Scoped permissionsPartial, 2 of 5Scoped permissions described at https://developer.walmart.com, but no machine-readable scope declaration found (OpenAPI oauth2 scopes or RFC 9728 scopes_supported)
Multi-language SDK packagesPartial, 1 of 3SDK package found only in rubygems
CLI tool availableFail, 0 of 3No CLI tool found
WebMCP supportFail, 0 of 5No WebMCP support detected - no document.modelContext / navigator.modelContext usage found (scanned 1 of 1 same-origin script bundle(s) for modelContext registrations)
Finding Walmart
CheckResultWhat Ora saw
Wikipedia / Wikidata entity presencePass, 4 of 4Wikipedia "Walmart" and Wikidata Q483551 both verified - domain confirmed on both sources
Brand name discoverabilityPass, 3 of 3walmart.com ranks #2 for "Walmart Toys" and #3 for "Walmart Home"
Category share of voiceDid not apply, 0 of 6Category share of voice is in beta. It measures whether agents surface you for capability and use-case searches (not just your name).
Developer resource discoverabilityPartial, 2 of 3In a search for your API docs, your docs came up at #1 (https://developer.walmart.com/us-marketplace/docs/introduction-to-marketplace-apis).

Ora probed the six payment checks and found no x402, MPP, UCP, ACP or AP2 signal, so the pay layer reads 0 of 0.

Three fixes to hand to the web team

Ora estimates how many points each open check would return. These are the largest on this read, in Ora's words where it gave them, so a leader can hand the list over without translating it.

  1. OpenAPI spec published, worth about 4 points by Ora's estimate: No OpenAPI/Swagger specification found.
  2. WebMCP support, worth about 2.7 points by Ora's estimate: No WebMCP support detected - no document.modelContext / navigator.modelContext usage found (scanned 1 of 1 same-origin script bundle(s) for modelContext registrations).
  3. JSON error responses, worth about 2.2 points by Ora's estimate: API does not return JSON error responses (or no API detected).

Our read

Walmart has built more for agents to act through than any retailer here, and still gives them 1,750 characters to read. All four agent user agents get in, robots.txt allows the crawlers, the sitemap lists 12,720 category pages, the metadata is complete and the Organization block lacks only its description, but the home page's text ratio is 2 percent, one sampled page had almost no text without JavaScript and there is no llms.txt, so the Access layer reads 30 of 58. The act layer is the strongest of the shops here: an MCP server at developer.walmart.com/mcp that requires authentication, OAuth authorization server metadata, REST documentation at /api, a GraphQL endpoint and an SDK on RubyGems, with scopes described in prose and no OpenAPI specification; the Usability layer reads 46 of 81. Ora probed the six payment checks and found no protocol, so the pay layer reads 0 of 0. An OpenAPI specification is the fix with the most points, about 4; the server it would describe is already live.

Test your own site

Run the same scan on your own domain at ora.ai. The score, the layers and the fixes on this page come from its public result for walmart.com; a scan of a public site takes a few minutes and needs no account.

Sources

  1. Ora report for walmart.com (ora.ai/score/walmart.com), read 9 Nov 2026. Vendor claim.

Last reviewed