Reliance Industries: 37 of 100 on Ora's agent-readiness scan

In short

Reliance Industries scores 37 of 100 on Ora's agent-readiness scan, grade D, read on 9 November 2026. 25 percent of the 132,085 domains Ora ranks score under 30, and the average score is 44. A robots.txt that is an HTML page, in front of 93,890 characters of home page.

The score

Reliance Industries is an energy, retail and telecommunications conglomerate based in Mumbai.

  • 37of 100, grade D
    Ora's agent-readiness scan of ril.com, read 9 November 2026.
  • 5Discovery, of 12
    Whether assistants find the company: search presence, Wikipedia and Wikidata, catalogues.
  • 24Access, of 52
    Whether they can read it: the door, text without JavaScript, llms.txt, structured data.
  • 11Usability, of 39
    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.

25 percent of the 132,085 domains Ora ranks score under 30, and the average score is 44.

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 ril.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 policyPartial, 1 of 2robots.txt answered an HTML page instead of rules. Crawlers find no rules in it and read the whole site, so your AI crawler policy is not stated. Serve a plain-text robots.txt
robots.txt agent-user policyDid not apply, 0 of 2Cannot verify robots.txt permission for user-triggered agents: HTML returned instead of robots.txt
Content without JavaScriptPartial, 2 of 3Homepage: 93890 chars with H1, but heading hierarchy skips H2 to H4. 5 of 5 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 ril.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 dataFail, 0 of 4No JSON-LD structured data found on homepage
Organization schema completenessFail, 0 of 2No JSON-LD found - Organization schema missing
Sitemap existsPass, 2 of 2Valid sitemap found at /sitemap.xml with 178 entries
Metadata completenessPass, 2 of 2All metadata signals present: canonical URL, lang="en", og:image, og:type
Page token budgetPass, 1 of 1All 6 measured pages fit an agent context budget (largest ~24K tokens)
Acting through ril.com
CheckResultWhat Ora saw
MCP server / manifestFail, 0 of 6No MCP server or manifest found
MCP well-known discoveryFail, 0 of 2No MCP server URL discovered
Public API with reachable endpointsFail, 0 of 7No publicly reachable API surface detected (REST and GraphQL both absent or auth-gated)
Public API/docs linked from homepagePartial, 1 of 3Documentation found at /docs but not linked from homepage
OpenAPI spec publishedFail, 0 of 7No OpenAPI/Swagger specification found
Developer portalPass, 6 of 6Developer portal found at /docs
OAuth 2.0 supportDid not apply, 0 of 5No OAuth 2.0 or OpenID Connect support detected
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 1 of 1 same-origin script bundle(s) for modelContext registrations)
Finding Reliance Industries
CheckResultWhat Ora saw
Wikipedia / Wikidata entity presencePartial, 2 of 4Wikidata Q908931 (Reliance Industries Limited) verified - draft a Wikipedia page with cited references to complete knowledge graph coverage
Brand name discoverabilityPartial, 1 of 3ril.com ranks #4 for "Reliance Industries Limited"
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 discoverabilityFail, 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. Public API with reachable endpoints, worth about 8 points by Ora's estimate: No publicly reachable API surface detected (REST and GraphQL both absent or auth-gated).
  2. MCP server / manifest, worth about 6.8 points by Ora's estimate: No MCP server or manifest found.
  3. WebMCP support, worth about 5.7 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).

Our read

Reliance Industries lets every agent in, and then hands them a robots.txt that is an HTML page: crawlers find no rules in it, so the AI crawler policy is unstated and the user-agent permission row cannot be verified. The home page is 93,890 characters with an H1 and a heading hierarchy that jumps from H2 to H4, five of five inner pages read without JavaScript, the sitemap lists 178 entries and the metadata is complete, but there is no JSON-LD at all, so the Organization row is empty. Ora found a developer portal at /docs that the home page does not link to, with no public API, OpenAPI specification, MCP server or OAuth behind it, so the Usability layer reads 11 of 39. Discovery is 5 of 12: Wikidata confirms the domain, Wikipedia does not, and ril.com ranks fourth for its own name. A robots.txt that is text and an Organization block are two rows a web team can ship in a week; the public API is the long one.

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

Sources

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

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