UnitedHealth Group: 64 of 100 on Ora's agent-readiness scan

In short

UnitedHealth Group scores 64 of 100 on Ora's agent-readiness scan, grade C, read on 9 November 2026. 79 percent of the 132,085 domains Ora ranks score under 60, and the average score is 44. An llms.txt in HTML, an ard.json that will not parse, and a soft 404.

The score

UnitedHealth Group is a health insurer and health services group based in Minnesota, the parent of UnitedHealthcare and Optum.

  • 64of 100, grade C
    Ora's agent-readiness scan of unitedhealthgroup.com, read 9 November 2026.
  • 8Discovery, of 11
    Whether assistants find the company: search presence, Wikipedia and Wikidata, catalogues.
  • 21Access, of 39
    Whether they can read it: the door, text without JavaScript, llms.txt, structured data.
  • 14Usability, of 21
    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.

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

Ora's one-line summary: UnitedHealth Group offers solid discovery and passes key crawler checks, but lacks WebMCP support and an agent instruction file for agents to use it reliably.

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 unitedhealthgroup.com
CheckResultWhat Ora saw
Not blocked by bot detectionPass, 2 of 2Site accessible to 3 agent user-agents (OAI-SearchBot, Claude-User, PerplexityBot). Can't verify ChatGPT-User. A bot shield, rate limit, or timeout stopped our test request.
Agent crawler reachabilityPass, 2 of 2Reachable to OAI-SearchBot, Claude-User, PerplexityBot. A bot shield, rate limit, or timeout stopped our test request. Real crawlers come from their own networks and may get through.
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://unitedhealthgroup.com/. Declared policy only;
Content without JavaScriptPartial, 2 of 3Homepage: 2545 chars with H1, but heading hierarchy skips H1 to H4. 4 of 4 sampled inner pages have text without JavaScript.
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 unitedhealthgroup.com
CheckResultWhat Ora saw
llms.txt existsPartial, 0 of 1A file is present at https://unitedhealthgroup.com/.well-known/llms.txt, but it returns an HTML page rather than a plain-text 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, 1 of 4JSON-LD found (1 block(s)) but no identity type - use SoftwareApplication, Product, Organization, Person, or Article so agents can tell what this site is
Organization schema completenessFail, 0 of 2No Organization type found in JSON-LD
Sitemap existsPass, 2 of 2Valid sitemap found at https://www.unitedhealthgroup.com/content/uhg/en.sitemap.xml with 902 entries
Metadata completenessPass, 2 of 2All metadata signals present: canonical URL, lang="en", og:image, og:type
Page token budgetPass, 1 of 1All 5 measured pages fit an agent context budget (largest ~1K tokens)
Acting through unitedhealthgroup.com
CheckResultWhat Ora saw
MCP server / manifestDid not apply, 0 of 6No MCP server or manifest found
MCP well-known discoveryFail, 0 of 2No MCP server URL discovered
Public API with reachable endpointsDid not apply, 0 of 7No publicly reachable API surface detected (REST and GraphQL both absent or auth-gated)
Public API/docs linked from homepageDid not apply, 0 of 3No public API or documentation page linked from homepage
OpenAPI spec publishedDid not apply, 0 of 7No OpenAPI/Swagger specification found
Developer portalDid not apply, 0 of 6No developer portal found
OAuth 2.0 supportPass, 5 of 5OpenID Connect discovery endpoint found at https://sso.unitedhealthgroup.com
Scoped permissionsDid not apply, 0 of 5No declared OAuth scopes, security schemes, or scoped-permission documentation found
Multi-language SDK packagesDid not apply, 0 of 3No SDK packages found across language ecosystems
CLI tool availableDid not apply, 0 of 3No CLI tool found
WebMCP supportFail, 0 of 5No WebMCP support detected - no document.modelContext / navigator.modelContext usage found (scanned 10 of 10 same-origin script bundle(s) for modelContext registrations)
Finding UnitedHealth Group
CheckResultWhat Ora saw
Wikipedia / Wikidata entity presencePass, 4 of 4Wikipedia "UnitedHealth Group" and Wikidata Q2103926 both verified - domain confirmed on both sources
Brand name discoverabilityPartial, 1 of 3unitedhealthgroup.com ranks #6 for "UnitedHealth Group" (searched your brand name alone: no main product term from your homepage qualified)
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 discoverabilityDid not apply, 0 of 3In a search for your API docs, none of the 10 results is your official docs

The six payment checks did not apply on this read: Ora did not read the site as a shop.

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. WebMCP support, worth about 10.6 points by Ora's estimate: No WebMCP support detected - no document.modelContext / navigator.modelContext usage found (scanned 10 of 10 same-origin script bundle(s) for modelContext registrations).
  2. Agent-friendly 404s, worth about 4.2 points by Ora's estimate: Nonexistent paths return HTTP 200 with the app shell (soft-404). Agents probing for resources conclude every path exists. Return a real HTTP 404 status for unknown paths.
  3. Brand name discoverability, worth about 4 points by Ora's estimate: unitedhealthgroup.com ranks #6 for "UnitedHealth Group" (searched your brand name alone: no main product term from your homepage qualified).

Our read

UnitedHealth Group lets OAI-SearchBot, Claude-User and PerplexityBot in; the ChatGPT-User probe was stopped by a shield, rate limit or timeout. The reading layer is mostly in order: 2,545 characters of home page with an H1, four of four inner pages readable without JavaScript, a 902-entry sitemap, complete metadata and an open robots.txt. Three files are the wrong shape. The llms.txt returns an HTML page, the JSON-LD block carries no identity type so the Organization row is empty, and /.well-known/ard.json is not valid JSON. Nonexistent paths return 200 with the app shell, which Ora scores as a soft 404. The act layer has one real row, an OpenID Connect discovery endpoint at sso.unitedhealthgroup.com, with no public API, developer portal or MCP server beside it, so the Usability layer reads 14 of 21. An insurer whose members ask assistants what their plan covers has three files that answer in the wrong format; fixing them is a week of work and most of the distance to a B.

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 unitedhealthgroup.com; a scan of a public site takes a few minutes and needs no account.

Sources

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

Last reviewed