360 check, 9 Nov 2026
Dollar General on the pay layer: the 360 agent-readiness check
In short
Dollar General scores 50 of 100 on Ora's agent-readiness scan, a C, read 14 Nov 2026. The six payment checks did not apply to dollargeneral.com on this read, which is how Ora treats a site it does not read as a shop. Four agent files published, and four of them fail to parse.
On 14 Nov 2026 the public site at dollargeneral.com scored 50 of 100 on Ora's agent-readiness scan, a C. Dollar General is the discount chain with the most stores in the United States, so this check reads the Payments layer first: the six checks that look for x402, MPP, UCP, ACP and AP2 on the domain, the same protocols this site's matrix tracks row by row. The other layers follow, with every check Ora ran and what it saw. Ora's one-line summary: Dollar General offers solid search visibility and crawlability, but lacks a public API and OpenAPI specification for agent integration.
The score
| Layer | Points | Share | What the layer asks |
|---|---|---|---|
| Discovery | 10 of 14 | 71% | Can agents find and recommend it |
| Access | 25 of 53 | 47% | Can agents read it |
| Usability | 20 of 48 | 42% | Can agents use it |
| Payments | 0 of 0 | none apply | Can agents pay |
| Total | 50 of 100 | 50% | Grade C |
The pay layer
Ora did not run the six payment checks against dollargeneral.com on this read: it marks them not applicable on a site it does not read as a shop, so the layer has no maximum and costs nothing. A retailer that sells online can still publish any of the five protocols; the matrix says which processors and platforms carry each one. Each protocol links to its matrix row, where the processors and platforms that carry it are dated and sourced.
| Payment check | Result | Points | Matrix row | What Ora saw |
|---|---|---|---|---|
| x402 | Does not apply | 0 of 2 | x402 in the matrix | No x402 payment protocol support detected |
| MPP | Does not apply | 0 of 2 | MPP in the matrix | No MPP (Machine Payments Protocol) support detected |
| UCP | Does not apply | 0 of 3 | UCP in the matrix | no UCP (Universal Commerce Protocol) signals detected |
| ACP | Does not apply | 0 of 3 | ACP in the matrix | no ACP (Agentic Commerce Protocol) signals detected |
| ACP delegate payment | Does not apply | 0 of 3 | ACP in the matrix | No ACP Delegate Payment signals detected |
| AP2 | Does not apply | 0 of 3 | AP2 in the matrix | No AP2 (Agent Payments Protocol) signals detected |
The other layers, check by check
Every check Ora ran on dollargeneral.com, grouped by layer, with the result, the points and what Ora recorded where its wording passes this site's gate.
Discovery: 10 of 14
| Check | Result | Points | What Ora saw |
|---|---|---|---|
| ARD discovery | Partial | 0 of 1 | /.well-known/ard.json exists but is not valid JSON |
| AI Catalog discovery | Partial | 0 of 1 | /.well-known/ai-catalog.json exists but is not valid JSON |
| Developer resource discoverability | Fail | 0 of 3 | In a search for your API docs, none of the 10 results is your official docs |
| Brand name discoverability | Pass | 3 of 3 | dollargeneral.com ranks #3 for "Dollar General" (searched your brand name alone: no main product term from your homepage qualified) |
| Wikipedia / Wikidata entity presence | Pass | 4 of 4 | Wikipedia "Dollar General" and Wikidata Q145168 both verified - domain confirmed on both sources |
| 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. |
| Agent platform configs | Fail | 0 of 1 | Could not locate a public repo containing agent configs or rules. If our probes missed it, AI coding agents likely will too - link the repo from your homepage or docs so it's discoverable. |
| Agent Plugins manifest | Fail | 0 of 1 | No Agent Plugins manifest (plugin.json) found in discovered repos |
| ChatGPT app listed | Fail | 0 of 2 | Not found in ChatGPT app directory |
| 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. |
Access: 25 of 53
| Check | Result | Points | What Ora saw |
|---|---|---|---|
| Sitemap exists | Pass | 2 of 2 | Valid sitemap found at https://www.dollargeneral.com/sitemap.xml with multiple sitemaps entries |
| Content without JavaScript | Partial | 1 of 3 | Homepage: 11784 chars of readable text, but no H1 tag. Sampled pages with almost no text without JavaScript (1 of 3): https://www.dollargeneral.com/store-directory/ny/glenfield (190 chars). |
| Not blocked by bot detection | Pass | 2 of 2 | Site accessible to 4 agent user-agents (ChatGPT-User, OAI-SearchBot, Claude-User, PerplexityBot). |
| Agent discovery file | Partial | 1 of 2 | Found legacy /.well-known/agent-skills; /.well-known/agent-skills/index.json exists but is not valid JSON - fix the file or remove it so agents fall back to /.well-known/agent-skills, /agents.md, or /skills.sh |
| Agent Skills index conformance (v0.2.0) | Fail | 0 of 2 | /.well-known/agent-skills/index.json is not valid JSON |
| A2A / agent-card | Partial | 1 of 2 | agent-card.json exists but contains invalid JSON |
| Listed on skills.sh | Fail | 0 of 1 | No official skills self-published on skills.sh (2 community skills with potential relation to this domain found, but only self-published official skills count) |
| pricing.md exists | Partial | 1 of 2 | pricing.md found at /.well-known/pricing.md (2457 lines), but it does not open with a # heading - start it with a # title so agents read it as markdown |
| NLWeb Schema Feeds | Fail | 0 of 1 | No schemamap: directive in robots.txt |
| MCP well-known discovery | Fail | 0 of 2 | No MCP server URL discovered |
| Agent mode view | Fail | 0 of 2 | ?mode=agent returns same content as homepage (no dedicated agent view) |
| HTTP Link headers (RFC 8288) | Fail | 0 of 1 | No HTTP Link response headers (RFC 8288) found |
| Markdown URL fallback | Fail | 0 of 2 | Homepage does not support the .md suffix. Probed https://dollargeneral.com/index.md and it did not return markdown (expected text/markdown content-type or a heading-led non-HTML body). |
| Modular llms.txt per product area | Fail | 0 of 1 | No section-level llms.txt found. Tried /docs/llms.txt, /api/llms.txt, /developers/llms.txt, /guides/llms.txt, /reference/llms.txt, /verify-email/llms.txt, /sign-in/llms.txt, /sign-up/llms.txt, /shopping-list/llms.txt |
| Sitemap freshness (lastmod) | Pass | 1 of 1 | Pass, no detail recorded. |
| 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://dollargeneral.com/. Declared policy only |
| llms.txt exists | Partial | 0 of 1 | A file is present at https://dollargeneral.com/.well-known/llms.txt, but it returns an HTML page rather than a plain-text llms.txt. |
| llms.txt formatting | Fail | 0 of 2 | No llms.txt found to evaluate quality |
| JSON-LD structured data | Partial | 1 of 4 | JSON-LD found (1 block(s)) but no identity type - use SoftwareApplication, Product, Organization, Person, or Article so agents can tell what this site is |
| Pricing info accessible | Partial | 2 of 3 | Product page https://www.dollargeneral.com/p/holiday-style-led-battery-operated-lights-10-ct-assorted/430001983857 shows a price only in its text ($1). Add Product markup with an Offer price so agents can read it reliably |
| Public API/docs linked from homepage | Fail | 0 of 3 | No public API or documentation page linked from homepage |
| Agent instruction / when-to-use | Partial | 2 of 3 | Agent instruction file at /.well-known/agent-skills/ but no explicit when-to-use guidance |
| Skills.sh skill quality | Fail | 0 of 2 | No official skills on skills.sh to evaluate |
| JSON-LD entity linking (sameAs) | Fail | 0 of 2 | No sameAs entity linking in JSON-LD - agents cannot disambiguate your brand |
| Metadata completeness | Pass | 2 of 2 | All metadata signals present: canonical URL, lang="en", og:image, og:type |
| Organization schema completeness | Fail | 0 of 2 | No Organization type found in JSON-LD |
| Schema type breadth | Partial | 1 of 2 | Some extended schema types found: BreadcrumbList - add 2 more types that match what the homepage shows, for full coverage |
| Trust anchor pages | Partial | 1 of 2 | About, Privacy pages verified - missing: Contact |
| Markdown alternate link | Fail | 0 of 1 | No sampled page advertises a markdown alternate. Add <link rel="alternate" type="text/markdown" href="..."> (or the equivalent Link response header) pointing at a markdown twin of the page. |
| Redirect hygiene | Pass | 1 of 1 | Pass, no detail recorded. |
| Page token budget | Pass | 1 of 1 | All 4 measured pages fit an agent context budget (largest ~3K tokens) |
| Content behind auth | Partial | 1 of 2 | Some sampled pages are auth-gated: 2 return 401/403 (https://www.dollargeneral.com/store-directory/ga/marietta/3937 and https://www.dollargeneral.com/store-directory/sc/south-congaree/6282) |
| OpenAPI spec published | Fail | 0 of 7 | No OpenAPI/Swagger specification found |
| API catalog (RFC 9727) | Partial | 1 of 2 | api-catalog responded but body is not valid JSON |
| 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 content negotiation (acceptmarkdown.com) | Fail | 0 of 1 | Homepage https://dollargeneral.com does not meet the Markdown negotiation requirements: Accept: text/markdown returned text/html;charset=utf-8; Vary header missing Accept (got "accept-encoding") |
| 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. |
| Agent crawler reachability | Pass | 2 of 2 | Reachable to every agent we tested - ChatGPT-User: reachable, OAI-SearchBot: reachable, Claude-User: reachable, PerplexityBot: reachable |
Usability: 20 of 48
| 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) |
| OAuth 2.0 support | Pass | 5 of 5 | OpenID Connect discovery endpoint found at https://dollargeneral.com |
| Scoped permissions | Fail | 0 of 5 | No declared OAuth scopes, security schemes, or scoped-permission documentation found |
| Agent onboarding friction | Partial | 1 of 2 | Onboarding signals described but not verified live: self-serve key generation |
| Web Bot Auth directory | Partial | 1 of 2 | Web Bot Auth directory found but body is not valid JSON |
| 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 | Path https://dollargeneral.com/auth.md returned HTML (SPA / 404 fallback), not an auth.md document |
| auth.md structure | Fail | 0 of 2 | No /auth.md found at site root |
| Agent auth discovery metadata | Fail | 0 of 3 | Neither /.well-known/oauth-protected-resource nor /.well-known/oauth-authorization-server found. Probed: dollargeneral.com, api.dollargeneral.com. |
| Agent auth WWW-Authenticate hint | Fail | 0 of 1 | No 401 with WWW-Authenticate: Bearer resource_metadata=... found. Probed [https://dollargeneral.com/api, https://dollargeneral.com/api/v1, https://dollargeneral.com/v1, https://dollargeneral.com/v2 |
| agent_auth endpoints reachable | Fail | 0 of 2 | No agent_auth endpoint URIs found in AS metadata or /auth.md prose; nothing to probe |
| MCP server / manifest | Partial | 2 of 6 | /.well-known/mcp/manifest.json redirects to an HTML page (https://www.dollargeneral.com/errorpages/404), not an MCP endpoint |
| JSON error responses | Fail | 0 of 4 | API does not return JSON error responses (or no API detected) |
| NLWeb /ask endpoint | Fail | 0 of 1 | No NLWeb-conformant /ask endpoint found via GET or POST |
| NLWeb streaming support | Fail | 0 of 1 | NLWeb /ask does not support SSE streaming via GET or POST |
| MCP server-card.json | Fail | 0 of 2 | No MCP server card found (checked /.well-known/mcp/server-card.json, the site's ai-catalog.json, servers[].card in mcp.json, and <server>/server-card) |
| Product + docs MCP coverage | Fail | 0 of 2 | This bonus needs two MCP servers: one for your product so agents can take actions, and a separate one for your documentation so agents can answer questions from your docs. |
| Sandbox / test environment | Fail | 0 of 2 | No sandbox or test environment found |
| Agent-friendly 404s | Partial | 1 of 2 | The nonexistent path https://dollargeneral.com/__ora-404-probe-iqx4yx1x correctly returns HTTP 404. Partial credit: no Markdown error body was detected. |
| Native interactive controls | Pass | 3 of 3 | Pass, no detail recorded. |
| Accessible names on controls | Pass | 2 of 2 | Pass, no detail recorded. |
| Form control labeling | Pass | 2 of 2 | Pass, no detail recorded. |
| Accessibility-tree injection safety (bonus) | Pass | 2 of 2 | Pass, no detail recorded. |
| MCP Apps support | Fail | 0 of 4 | No MCP Apps support detected - this product has an in-agent UI surface but exposes no ui:// resources or tool UI metadata for agents to render. |
| A2UI / generative UI support | Fail | 0 of 2 | No A2UI or generative UI support detected |
| API schema complexity analysis | Partial | 1 of 2 | REST: OpenAPI spec found but failed to parse for complexity analysis |
| Function calling compatibility | Partial | 1 of 2 | API spec found but couldn't validate function calling compatibility |
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 Dollar General.
- Public API with reachable endpoints
- Fail, 0 of 7, about 6.5 points to gain. Ora saw:
No publicly reachable API surface detected (REST and GraphQL both absent or auth-gated)
. - Developer resource discoverability
- Fail, 0 of 3, about 4.8 points to gain. Ora saw:
In a search for your API docs, none of the 10 results is your official docs
. - Scoped permissions
- Fail, 0 of 5, about 4.6 points to gain. Ora saw:
No declared OAuth scopes, security schemes, or scoped-permission documentation found
. - OpenAPI spec published
- Fail, 0 of 7, about 4.4 points to gain. Ora saw:
No OpenAPI/Swagger specification found
. - JSON error responses
- Fail, 0 of 4, about 3.7 points to gain. Ora saw:
API does not return JSON error responses (or no API detected)
.
Our read
Dollar General has more agent files than most retailers here, and they are broken. The agent skills index at /.well-known/agent-skills/index.json is not valid JSON, the A2A agent card is not valid JSON, the MCP manifest path redirects to a 404 page, and the llms.txt at /.well-known/llms.txt returns an HTML page: four files, four parse failures. The reading side is better: the door is open to all four agent user agents, robots.txt allows the search and training crawlers, the sitemap is valid and the home page gives 11,784 characters of text, without an H1 and with one JSON-LD block that lacks an identity type. The six payment checks did not apply on this read, and Ora's UCP probe found no signal on the domain of the retailer with more stores than any other in the United States. The act layer is OpenID Connect discovery and nothing else, with no publicly reachable API. Fix the four files and the C moves on its own.
Test your own checkout
The scan above is free and needs no account: enter a domain at ora.ai and read the same layers for your own site, with the six payment checks mapped to this matrix on the Ora Payments page. The command below runs the same audit from a terminal and exits with 1 under the score you set, so it can gate a deploy. Why Ora, and its limits.
npx ax@0.10 audit https://example.com --min-score 70All 360 checks, one company a day. Corrections to the corrections page.
Sources
- ora.ai/api/score/dollargeneral.com, Ora's scan (vendor), read 14 Nov 2026
- Ora check catalog (GET /api/checks), read 14 Nov 2026
- dollargeneral.com, the company's site, read 14 Nov 2026
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