Honda: 66 of 100 on Ora's agent-readiness scan
In short
Honda scores 66 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. A C on a short denominator, with no robots.txt and no sitemap to find.
The score
Honda is a carmaker and motorcycle maker based in Tokyo, with a global site separate from its country sites.
- 66of 100, grade COra's agent-readiness scan of global.honda, read 9 November 2026.
- 8Discovery, of 9Whether assistants find the company: search presence, Wikipedia and Wikidata, catalogues.
- 19Access, of 37Whether they can read it: the door, text without JavaScript, llms.txt, structured data.
- 11Usability, of 17Whether 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.
79 percent of the 132,085 domains Ora ranks score under 60, and the average score is 44.
Ora's one-line summary: Honda's global site offers strong discovery and crawler access, but lacks WebMCP support for agent-driven interactions.
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. No robots.txt (HTTP 404); crawl permission defaults to allowed. |
| robots.txt agent-user policy | Pass, 2 of 2 | No robots.txt (HTTP 404); crawl permission defaults to allowed. No applicable crawl or usage restriction found for 3 user-triggered agents (chatgpt-user, claude-user). |
| Content without JavaScript | Partial, 2 of 3 | Homepage: 1259 chars with H1, but heading hierarchy skips H2 to H4. No inner pages checked: the 5 sampled pages were skipped (forms, login pages, bot challenges, error pages). |
| 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 |
| Sitemap exists | Fail, 0 of 2 | No sitemap found |
| Metadata completeness | Pass, 2 of 2 | All metadata signals present: canonical URL, lang="en", og:image, og:type |
| Page token budget | Pass, 1 of 1 | All 1 measured page fit an agent context budget (largest ~1K tokens) |
| Check | Result | What Ora saw |
|---|---|---|
| MCP server / manifest | Did not apply, 0 of 6 | No MCP server or manifest found |
| MCP well-known discovery | Fail, 0 of 2 | No MCP server URL discovered |
| Public API with reachable endpoints | Did not apply, 0 of 7 | No publicly reachable API surface detected (REST and GraphQL both absent or auth-gated) |
| Public API/docs linked from homepage | Did not apply, 0 of 3 | No public API or documentation page linked from homepage |
| OpenAPI spec published | Did not apply, 0 of 7 | No OpenAPI/Swagger specification found |
| Developer portal | Did not apply, 0 of 6 | No developer portal found |
| OAuth 2.0 support | Did not apply, 0 of 5 | No OAuth 2.0 or OpenID Connect support detected |
| Scoped permissions | Did not apply, 0 of 5 | No declared OAuth scopes, security schemes, or scoped-permission documentation found |
| Multi-language SDK packages | Did not apply, 0 of 3 | No SDK packages found across language ecosystems |
| CLI tool available | Did not apply, 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 14 of 14 same-origin script bundle(s) for modelContext registrations) |
| Check | Result | What Ora saw |
|---|---|---|
| Wikipedia / Wikidata entity presence | Partial, 2 of 4 | Wikidata Q9584 (Honda) verified - draft a Wikipedia page with cited references to complete knowledge graph coverage |
| Brand name discoverability | Pass, 3 of 3 | global.honda ranks #2 for "Honda Global Motor Co" and #2 for "Honda Global Ltd" |
| 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 | Did not apply, 0 of 3 | In 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.
- WebMCP support, worth about 13.1 points by Ora's estimate: No WebMCP support detected - no document.modelContext / navigator.modelContext usage found (scanned 14 of 14 same-origin script bundle(s) for modelContext registrations).
- Agent instruction / when-to-use, worth about 2.7 points by Ora's estimate: No agent instruction file with when-to-use guidance found.
- Agent-friendly 404s, worth about 2.6 points by Ora's estimate: The nonexistent path https://global.honda/__ora-404-probe-34zjtmi9 correctly returns HTTP 404. Partial credit: no Markdown error body was detected.
Our read
Honda's global site scores 66 on a short denominator. All four agent user agents reach global.honda and the crawlers are allowed, though there is no robots.txt file at all, so permission is the default rather than a decision; the home page gives 1,259 characters with an H1, the metadata is complete and the Organization block lacks only its description, but there is no sitemap and no llms.txt, and the five sampled inner pages were skipped as forms and login pages, so the Access layer reads 19 of 37. The act layer is empty, as for most carmakers here, which is why the Usability layer has a maximum of 17 and the WebMCP estimate of 13.1 points is large only because so few checks apply. The Discovery layer is nearly full at 8 of 9. A sitemap and an llms.txt are the two cheap rows; the C is honest about a site built for people who know where they are going.
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 global.honda; 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 global.honda (ora.ai/score/global.honda), read 9 Nov 2026. Vendor claim.
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