--- title: "NerdWallet agent readiness: the 360 check | Agent Ready Crawlers" description: "NerdWallet on Ora's agent-readiness scan, read 2026-11-09: 49 of 100, grade C. The door, what agents can read and do, the fixes worth most." canonical: https://agentreadycrawlers.com/blog/nerdwallet-agent-readiness site: "Agent Ready Crawlers" last_updated: 2026-11-09 date: 2026-11-09 section: "360 checks" --- # NerdWallet agent readiness: the 360 check | Agent Ready Crawlers > NerdWallet on Ora's agent-readiness scan, read 2026-11-09: 49 of 100, grade C. The door, what agents can read and do, the fixes worth most. Source: https://agentreadycrawlers.com/blog/nerdwallet-agent-readiness Site: Agent Ready Crawlers Last reviewed: 2026-11-09 Agent endpoints: https://agentreadycrawlers.com/llms.txt (index), https://agentreadycrawlers.com/openapi.json (API), https://agentreadycrawlers.com/mcp (MCP server), https://agentreadycrawlers.com/ask (search) Access: https://agentreadycrawlers.com/auth.md (no key). Pricing: https://agentreadycrawlers.com/pricing.md (free). 360 check, 9 November 2026 # NerdWallet: the 360 agent-readiness check In short NerdWallet scores 49 of 100 on Ora's agent-readiness scan, a C, read 9 November 2026. At the door, site accessible to 4 agent user-agents (ChatGPT-User, OAI-SearchBot, Claude-User, PerplexityBot). 18 of 70 applicable checks pass; the gap worth most is Public API with reachable endpoints. An open door built for search, with a thin page and no llms.txt behind it. NerdWallet is a personal finance publisher built on search traffic. On 9 November 2026 its public site scored **49 of 100** on [Ora's](https://ora.ai/?utm_source=agentreadycrawlers.com&utm_medium=referral&utm_campaign=check) agent-readiness scan, a C. Ora probes a site the way an agent would: it requests pages with the agents' own user agents, reads robots.txt, looks for the files agents read, and tries the API, MCP and payment surfaces. The check below walks through all 132 of its checks for this one domain, grouped the way an agent meets them. Ora's one-line summary: NerdWallet offers brand name discoverability, but lacks an OpenAPI specification. ## The score | Layer | Asks | Points | Share | | --- | --- | --- | --- | | Discovery | Can agents find and recommend it | 8 of 11 | 73% | | Access | Can agents read it | 24 of 49 | 49% | | Usability | Can agents use it | 17 of 45 | 38% | | Payments | Can agents pay | 0 of 0 | none apply | | Total | Grade C | 49 of 100 | 49% | ** 18 checks pass, 11 are partial, 41 fail and 61 do not apply to this site. Every check is defined in [Ora's catalog](https://ora.ai/api/checks?utm_source=agentreadycrawlers.com&utm_medium=referral&utm_campaign=check) (read 2026-11-05); the result for each one is in the groups below, with what Ora saw where it said. ## At the door What the site answers when a request arrives with an agent’s user agent, and what robots.txt says to the crawlers in the Index. 1 check in this group does not apply to this site and is left out. Agents named in Ora's results, with their Index rows: [ChatGPT-User](https://agentreadycrawlers.com/crawlers/chatgpt-user/), [OAI-SearchBot](https://agentreadycrawlers.com/crawlers/oai-searchbot/), [Claude-User](https://agentreadycrawlers.com/crawlers/claude-user/), [PerplexityBot](https://agentreadycrawlers.com/crawlers/perplexitybot/), [Perplexity-User](https://agentreadycrawlers.com/crawlers/perplexity-user/). | Check | Result | Points | 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://nerdwallet.com/. Declared policy only; | | 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. | | Redirect hygiene | Pass | 1 of 1 | Pages agents land on serve real content, not meta-refresh or JavaScript-only redirect stubs that strand non-JS agents | | Web Bot Auth directory | Fail | 0 of 2 | No /.well-known/http-message-signatures-directory found | ## What an agent can read Whether the text is in the first response, what the site publishes for agents, and how it describes itself to them. 1 check in this group does not apply to this site and is left out. | Check | Result | Points | What Ora saw | | --- | --- | --- | --- | | Content without JavaScript | Partial | 2 of 3 | 5367 chars with H1, but 1.9% content ratio is below the 5% target | | Page token budget | Pass | 1 of 1 | All 1 measured page fit an agent context budget (largest ~1K tokens) | | Sitemap exists | Pass | 2 of 2 | Valid sitemap found at https://www.nerdwallet.com/sitemaps/us/wp-sitemap.xml with multiple sitemaps entries | | Sitemap freshness (lastmod) | Pass | 1 of 1 | Dates in your sitemap tell agents what changed and when, so they reread fresh pages instead of guessing. We check lastmod dates parse and the newest is recent. | | 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, | | Markdown URL fallback | Fail | 0 of 2 | Homepage does not support the .md suffix. Probed https://nerdwallet.com/index.md and it did not return markdown (expected text/markdown content-type or a heading-led non-HTML body). | | Bot-UA markdown serving | Fail | 0 of 1 | No probed bot User-Agent (GPTBot, ClaudeBot, ChatGPT-User, PerplexityBot, Google-Extended, Applebot-Extended, ora-agent, DeepSeekBot) receives markdown when requesting HTML. | | Agent mode view | Partial | 1 of 2 | Agent mode view detected at ?mode=agent but limited agent-specific content | | 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 | | JSON-LD entity linking (sameAs) | Partial | 1 of 2 | Entity linking to linkedin.com - add more authority profiles (Wikipedia, Wikidata, LinkedIn, GitHub) | | Schema type breadth | Fail | 0 of 2 | No extended schema types found - AI can only answer basic questions about this entity | | Metadata completeness | Pass | 2 of 2 | All metadata signals present: canonical URL, lang="en", og:image, og:type | | Agent instruction / when-to-use | Fail | 0 of 3 | No agent instruction file with when-to-use guidance found | ## What an agent can do The surfaces an agent acts on: an API it can find and call, an MCP server, an agent card, a command line. 5 checks in this group do not apply to this site and are left out. | Check | Result | Points | What Ora saw | | --- | --- | --- | --- | | Public API with reachable endpoints | Fail | 0 of 7 | No publicly reachable API surface detected (REST and GraphQL both absent or auth-gated) | | Public API/docs linked from homepage | Partial | 2 of 3 | API/docs link found on homepage (https://www.nerdwallet.com/api/nts/v1/login?initialScreen=signin, https://www.nerdwallet.com/api/nts/v1/login?initialScreen=signup) but each page is thin, unreachable, | | OpenAPI spec published | Fail | 0 of 7 | No OpenAPI/Swagger specification found | | API catalog (RFC 9727) | Fail | 0 of 2 | No /.well-known/api-catalog found (RFC 9727) | | MCP server / manifest | Fail | 0 of 6 | No MCP server or manifest found | | MCP well-known discovery | Fail | 0 of 2 | No MCP server URL discovered | | A2A / agent-card | Fail | 0 of 2 | No A2A agent card found at /.well-known/agent-card.json | | Agent discovery file | Fail | 0 of 2 | No agent discovery file found | | OAuth Protected Resource metadata (RFC 9728) | Fail | 0 of 2 | No /.well-known/oauth-protected-resource found (RFC 9728) | | auth.md exists | Fail | 0 of 2 | No /auth.md found at site root | | WebMCP support | Fail | 0 of 5 | No WebMCP support detected - no tool-attribute forms and no document.modelContext / navigator.modelContext usage found | | NLWeb /ask endpoint | Fail | 0 of 1 | No NLWeb-conformant /ask endpoint found via GET or POST | | CLI tool available | Pass | 3 of 3 | CLI package found on npm: @nerdwallet/shepherd | | JSON error responses | Fail | 0 of 4 | API does not return JSON error responses (or no API detected) | ## Found and recommended Whether an assistant can find the company by name, confirm what it is, and see it in the registries agents read. 2 checks in this group do not apply to this site and are left out. | Check | Result | Points | What Ora saw | | --- | --- | --- | --- | | Brand name discoverability | Pass | 3 of 3 | nerdwallet.com ranks #1 for "NerdWallet personal finance" | | Wikipedia / Wikidata entity presence | Unverified | 0 of 4 | Wikipedia and Wikidata presence could not be verified - try rescanning | | Developer resource discoverability | Partial | 1 of 3 | Agent struggled to find developer resources by name - only 1 result(s) out of 10. Not found in this search sample: API docs, OpenAPI spec, developer portal, auth docs, MCP server, SDK documentation | | NPM/PyPI SDK package | Pass | 1 of 1 | An official SDK or CLI on NPM or PyPI gives agents and the developers steering them a ready-made way in, instead of hand-rolling every API call. | | ChatGPT app listed | Fail | 0 of 2 | Not found in ChatGPT app directory | | Listed on skills.sh | Fail | 0 of 1 | No official skills self-published on skills.sh (1 community skill with potential relation to this domain found, but only self-published official skills count) | | ARD discovery | Fail | 0 of 1 | No /.well-known/ard.json (and no legacy /.well-known/ai-catalog.json) | ## The fixes worth most points Ora attaches an estimate to each failing or partial check: how many points the site would gain by passing it. These are the 5 with the largest estimates for NerdWallet, with what Ora observed. The wording of each fix is Ora's job; the links go to the check in its catalog. Public API with reachable endpoints Fail, 0 of 7, about 6.9 points to gain. Ora saw: No publicly reachable API surface detected (REST and GraphQL both absent or auth-gated) MCP server / manifest Fail, 0 of 6, about 5.9 points to gain. Ora saw: No MCP server or manifest found WebMCP support Fail, 0 of 5, about 4.9 points to gain. Ora saw: No WebMCP support detected - no tool-attribute forms and no document.modelContext / navigator.modelContext usage found OpenAPI spec published Fail, 0 of 7, about 4.8 points to gain. Ora saw: No OpenAPI/Swagger specification found Developer resource discoverability Partial, 1 of 3, about 4 points to gain. Ora saw: Agent struggled to find developer resources by name - only 1 result(s) out of 10. Not found in this search sample: API docs, OpenAPI spec, developer portal, auth docs, MCP server, SDK documentation ## Our read NerdWallet built its business on search traffic and its door reflects that: all four of Ora's test agents reached the home page, robots.txt allows the AI search crawlers on three of three checks and the training crawlers on both, and places no restriction on the user-triggered agents. The page gives 5,367 characters with an H1 at a content ratio of 1.9 percent, the Organization JSON-LD lacks its description, and a sitemap index is in place. The developer side is a login endpoint Ora found under /api, an npm package and a CLI, with no public API, no OpenAPI specification and no MCP server. The Wikipedia and Wikidata checks could not be verified on this read, which cost Discovery points the brand would otherwise have. A C at 49 for a personal finance publisher is an open door with a thin page behind it, and the missing llms.txt is the obvious first file. ## Check your own door The scan above is free and needs no account: enter a domain at [ora.ai](https://ora.ai/?utm_source=agentreadycrawlers.com&utm_medium=referral&utm_campaign=check) and read the same four layers for your own site, then compare the door with the [Block Rate Report](https://agentreadycrawlers.com/block-rates/) for sites of your rank and kind. Our [guide to testing whether agents can reach your site](https://agentreadycrawlers.com/guides/test-whether-ai-agents-can-reach-your-site/) has the curl commands for a manual check, and the [robots.txt builder](https://agentreadycrawlers.com/robots-builder/) writes a policy file from the Index. Payments did not apply to this site; a site that sells would read that layer against the [vendors at the door](https://agentreadycrawlers.com/vendors/ranking/). [Scan your own domain on Ora](https://ora.ai/?utm_source=agentreadycrawlers.com&utm_medium=referral&utm_campaign=check) [All 360 checks](https://agentreadycrawlers.com/blog/). One company a day; corrections to [the corrections page](https://agentreadycrawlers.com/corrections/). ** The check we recommend [Ora](https://ora.ai/?utm_source=agentreadycrawlers.com&utm_medium=referral&utm_campaign=check) scans a public URL: 16 Discovery checks and 42 Access checks, read from its catalog on 2026-11-05. Its Journey sends a real agent to the site. [How to run it](https://agentreadycrawlers.com/guides/test-whether-ai-agents-can-reach-your-site/). **Limits.** Ora reads public URLs only, and what it records as blocked comes from its own network. It says the same scan run twice converges within a couple of points ([Ora's Deep Scan post](https://ora.ai/blog/introducing-deep-scan?utm_source=agentreadycrawlers.com&utm_medium=referral&utm_campaign=check)), and the pages we read give no repeat-scan figures. Its fixing product is behind a waitlist ([Ora's home page](https://ora.ai/?utm_source=agentreadycrawlers.com&utm_medium=referral&utm_campaign=check)). ## Sources - [Ora's scan of nerdwallet.com, GET /api/score (vendor)](https://ora.ai/api/score/nerdwallet.com?utm_source=agentreadycrawlers.com&utm_medium=referral&utm_campaign=check) read 2026-11-09 - [Ora's check catalog, GET /api/checks (vendor)](https://ora.ai/api/checks?utm_source=agentreadycrawlers.com&utm_medium=referral&utm_campaign=check) read 2026-11-05 - [NerdWallet home page](https://www.nerdwallet.com/) read 2026-11-09 - [How to test whether AI agents can reach your site (this site)](https://agentreadycrawlers.com/guides/test-whether-ai-agents-can-reach-your-site/) read 2026-11-04 - [Ora: Deep Scan v2 (vendor)](https://ora.ai/blog/introducing-deep-scan?utm_source=agentreadycrawlers.com&utm_medium=referral&utm_campaign=check) read 2026-11-05 - [Ora home page, waitlist (vendor)](https://ora.ai/?utm_source=agentreadycrawlers.com&utm_medium=referral&utm_campaign=check) read 2026-11-05 Last reviewed 2026-11-09