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 COra's agent-readiness scan of walmart.com, read 9 November 2026, listed under E-commerce.
- 12Discovery, of 16Whether assistants find the company: search presence, Wikipedia and Wikidata, catalogues.
- 30Access, of 58Whether they can read it: the door, text without JavaScript, llms.txt, structured data.
- 46Usability, of 81Whether they can act through it: an MCP server, an API with a specification, sign-in for agents.
- 0Payments, of 0No 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.
| Check | Result | What Ora saw |
|---|---|---|
| Not blocked by bot detection | Pass, 2 of 2 | Site accessible to 4 agent user-agents (ChatGPT-User, OAI-SearchBot, Claude-User, PerplexityBot). |
| Agent crawler reachability | Pass, 2 of 2 | Reachable to every agent we tested - ChatGPT-User: reachable, OAI-SearchBot: reachable, Claude-User: reachable, PerplexityBot: reachable |
| robots.txt AI crawler policy | Pass, 2 of 2 | AI 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 policy | Pass, 2 of 2 | No 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 JavaScript | Partial, 1 of 3 | Homepage: 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 search | Pass, 1 of 1 | No 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.
| Check | Result | What Ora saw |
|---|---|---|
| llms.txt exists | Fail, 0 of 1 | No llms.txt found at /llms.txt or /.well-known/llms.txt. |
| llms.txt formatting | Fail, 0 of 2 | No llms.txt found to evaluate quality |
| Markdown agent docs | Fail, 0 of 1 | Missing 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 serving | Fail, 0 of 1 | No 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 data | Partial, 2 of 4 | JSON-LD Organization found - missing description on this entity |
| Organization schema completeness | Partial, 1 of 2 | Organization schema found but missing: contactPoint, address |
| Sitemap exists | Pass, 2 of 2 | Valid sitemap found at https://www.walmart.com/sitemap_category.xml with 12720 entries |
| Metadata completeness | Pass, 2 of 2 | All metadata signals present: canonical URL, lang="en-US", og:image, og:type |
| Page token budget | Pass, 1 of 1 | All 6 measured pages fit an agent context budget (largest ~1K tokens) |
| Check | Result | What Ora saw |
|---|---|---|
| MCP server / manifest | Partial, 5 of 6 | MCP 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 discovery | Partial, 1 of 2 | MCP 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 endpoints | Pass, 7 of 7 | REST 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 homepage | Pass, 3 of 3 | Documentation site found at https://developer.walmart.com |
| OpenAPI spec published | Fail, 0 of 7 | No OpenAPI/Swagger specification found |
| Developer portal | Pass, 6 of 6 | Developer portal found at https://developer.walmart.com |
| OAuth 2.0 support | Pass, 5 of 5 | OAuth authorization server metadata at https://developer.walmart.com |
| Scoped permissions | Partial, 2 of 5 | Scoped 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 packages | Partial, 1 of 3 | SDK package found only in rubygems |
| CLI tool available | Fail, 0 of 3 | No CLI tool found |
| WebMCP support | Fail, 0 of 5 | No WebMCP support detected - no document.modelContext / navigator.modelContext usage found (scanned 1 of 1 same-origin script bundle(s) for modelContext registrations) |
| Check | Result | What Ora saw |
|---|---|---|
| Wikipedia / Wikidata entity presence | Pass, 4 of 4 | Wikipedia "Walmart" and Wikidata Q483551 both verified - domain confirmed on both sources |
| Brand name discoverability | Pass, 3 of 3 | walmart.com ranks #2 for "Walmart Toys" and #3 for "Walmart Home" |
| Category share of voice | Did not apply, 0 of 6 | Category share of voice is in beta. It measures whether agents surface you for capability and use-case searches (not just your name). |
| Developer resource discoverability | Partial, 2 of 3 | In 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.
- OpenAPI spec published, worth about 4 points by Ora's estimate: No OpenAPI/Swagger specification found.
- 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).
- 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.
- Scan your domain on OraThe same checks, the same scoring, on your own site.
- The self-check, 18 questionsWhat to ask for, in business terms, before the scan.
- All the 360 checksThe other companies in this series, newest first.
Sources
- Ora report for walmart.com (ora.ai/score/walmart.com), read 9 Nov 2026. Vendor claim.
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