Intel: 16 of 100 on Ora's agent-readiness scan

In short

Intel scores 16 of 100 on Ora's agent-readiness scan, grade F, read on 13 November 2026. 2 percent of the 132,085 domains Ora ranks score under 10, and the average score is 44. A bot challenge meets every assistant at the home page, before any product does.

The score

Intel is a chipmaker based in Santa Clara, California.

  • 16of 100, grade F
    Ora's agent-readiness scan of intel.com, read 13 November 2026, listed under Identity & Auth.
  • 5Discovery, of 9
    Whether assistants find the company: search presence, Wikipedia and Wikidata, catalogues.
  • 1Access, of 40
    Whether they can read it: the door, text without JavaScript, llms.txt, structured data.
  • 3Usability, of 48
    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.

2 percent of the 132,085 domains Ora ranks score under 10, and the average score is 44.

Ora's one-line summary: Turns agents away at the door: a WAF challenge blocks the homepage, and there is no MCP server, OpenAPI spec or public API.

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 intel.com
CheckResultWhat Ora saw
Not blocked by bot detectionPartial, 0 of 2Bot management challenged ChatGPT-User, OAI-SearchBot, Claude-User, PerplexityBot. A challenge is an identity check that verified crawlers pass.
Agent crawler reachabilityPartial, 0 of 1Bot management challenged ChatGPT-User, OAI-SearchBot, Claude-User, PerplexityBot - a challenge is an identity check verified crawlers pass, so reachability is undetermined rather than blocked (ChatGPT-User: challenged).
robots.txt AI crawler policyDid not apply, 0 of 1Cannot verify robots.txt permission for search crawlers: WAF/bot challenge (HTTP 403)
robots.txt agent-user policyDid not apply, 0 of 1Cannot verify robots.txt permission for user-triggered agents: WAF/bot challenge (HTTP 403)
Content without JavaScriptPartial, 0 of 5Homepage blocked by WAF/security challenge - content not accessible to agents
Homepage not hidden from searchDid not apply, 0 of 1Homepage blocked by WAF - cannot read its indexing directives

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 intel.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 servingDid not apply, 0 of 1Site is behind a WAF/bot wall - cannot probe bot-UA serving
JSON-LD structured dataPartial, 0 of 2Homepage blocked by WAF - cannot check structured data
Organization schema completenessPartial, 0 of 1Homepage blocked by WAF - cannot check Organization schema
Sitemap existsFail, 0 of 1No sitemap found
Metadata completenessPartial, 0 of 1Homepage blocked by WAF - cannot check metadata
Page token budgetDid not apply, 0 of 1Nothing sampled to measure
Acting through intel.com
CheckResultWhat Ora saw
MCP server / manifestFail, 0 of 10No MCP server or manifest found
MCP well-known discoveryFail, 0 of 2No MCP server URL discovered
Public API with reachable endpointsFail, 0 of 8No publicly reachable API surface detected (REST and GraphQL both absent or auth-gated)
Public API/docs linked from homepagePartial, 0 of 4Homepage blocked by WAF - cannot check for docs links
OpenAPI spec publishedFail, 0 of 8No OpenAPI/Swagger specification found
Developer portalFail, 0 of 5No developer portal found
OAuth 2.0 supportFail, 0 of 5No OAuth 2.0 or OpenID Connect support detected
Scoped permissionsFail, 0 of 5No declared OAuth scopes, security schemes, or scoped-permission documentation found
CLI tool availableFail, 0 of 3No CLI tool found
WebMCP supportFail, 0 of 8No WebMCP support detected - no document.modelContext / navigator.modelContext usage found
Finding Intel
CheckResultWhat Ora saw
Brand name discoverabilityPartial, 1 of 3intel.com ranks #7 for "intel" (searched your brand name alone: we could not read a product term from your site)
Developer resource discoverabilityPass, 4 of 4In a search for your API docs, your docs came up at #2 (https://www.intel.com/content/www/us/en/developer/tools/oneapi/documentation.html).

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. MCP server / manifest, worth about 9.3 points by Ora's estimate: No MCP server or manifest found.
  2. Public API with reachable endpoints, worth about 7.4 points by Ora's estimate: No publicly reachable API surface detected (REST and GraphQL both absent or auth-gated).
  3. WebMCP support, worth about 7.4 points by Ora's estimate: No WebMCP support detected - no document.modelContext / navigator.modelContext usage found.

Our read

Intel's read turns on one setting: the bot management in front of intel.com. It challenged ChatGPT-User, OAI-SearchBot, Claude-User and PerplexityBot at the home page and answered the robots.txt request with a 403, so an assistant sent to look at Intel meets an identity check before it meets a product. Access reads 1 of 40. Because the home page never loaded, the structured data, metadata, indexing directives and documentation links are unverified rather than failed; what Ora could confirm is that there is neither a sitemap nor an llms.txt. Search does better than the site: a query for the API docs put Intel's oneAPI documentation at #2. On the act side, Usability reads 3 of 48, with neither an MCP server nor a public API, and no OpenAPI specification or OAuth support for an agent to work through. The fix worth most is an MCP server, about 9.3 points, though the first decision is about that challenge. An F at 16, earned mostly at the front gate.

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

Sources

  1. Ora report for intel.com (ora.ai/score/intel.com), read 13 Nov 2026. Vendor claim.

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