A fictional B2B usage-analytics product used to show exactly what the $49 report contains: request evidence, weighted priorities, implementation guidance, the facts needed from the owner, and the work I would deliberately decline.
The page is readable, but its commercial facts are still implied rather than typed. The recommendation targets that gap without inventing capabilities for the sake of 100.
Weight determines order, then human review separates a meaningful omission from a fashionable file the product has no reason to publish.
GET /pricing → visible Pro offer at $79/month; no script[type="application/ld+json"] in the response.
An agent must infer that Northstar is software and that $79/month is an offer rather than a stray number. Generate SoftwareApplication and Offer JSON-LD from the same data that renders the visible card.
Needed from the owner: billing period, currency, availability and whether the visible price excludes tax.
The head declares a canonical and stylesheet; no rel="alternate" has an application/json or text/markdown media type.
A caller should discover structured content from the page it is evaluating, not guess the path. Add both alternates to the shared commercial template and send the equivalent Link header.
<link rel="alternate" type="application/json"
href="https://northstar-metrics.example/product.json">
<link rel="alternate" type="text/markdown"
href="https://northstar-metrics.example/product.md">
og:title yes · og:description yes · og:image no
Assistant and search interfaces have no declared visual and may choose an unrelated asset. Publish one stable 1200×630 product card and add its URL, dimensions and descriptive alt text.
Needed from the owner: approve the proposed product card or provide the existing brand asset.
GET /llms.txt → 200 with H1 and summary · GET /llms-full.txt → 404
An agent can find the right pages but needs several more fetches to answer product, price, authentication and limits questions. Generate /llms-full.txt from approved source content; do not concatenate private, duplicate or stale documentation.
Needed from the owner: confirm which documentation pages are safe and current enough to reproduce in full.
The score is normalized from 79 earned points across 122 possible weighted points. Nothing is hidden because it does not fit the sales narrative.
| check | w | result | evidence / disposition |
|---|---|---|---|
| llms.txt published | 15 | pass | 200; H1 names Northstar Metrics API |
| llms.txt title + summary | 5 | pass | blockquote summary follows the H1 |
| llms-full.txt published | 5 | fail · P2 | 404; generate from approved docs |
| robots.txt published | 5 | pass | 200 text/plain |
| AI crawlers not blocked | 10 | pass | no audited AI agent is disallowed |
| sitemap.xml published | 8 | pass | 200 XML; also declared in robots.txt |
| schema.org JSON-LD | 15 | fail · P1 | no schema.org node on /pricing |
| title + description | 7 | pass | both present and product-specific |
| Open Graph metadata | 7 | fail · P1 | image missing |
| canonical URL | 5 | pass | declares the audited HTTPS URL |
| machine alternates | 8 | fail · P1 | no JSON or Markdown alternate |
| agent card | 10 | pass | current path; explicitly informational |
| HTTPS | 5 | pass | page and canonical use HTTPS |
| Content Signals | 3 | pass | search=yes, ai-input=yes, ai-train=no |
| current A2A card path | 3 | pass | /.well-known/agent-card.json |
| Markdown negotiation | 3 | pass | Accept: text/markdown returns Markdown |
| MCP server card | 2 | not applicable | no MCP server; do not invent one |
| RFC 9727 API catalog | 2 | defer | add only with stable OpenAPI ownership |
| Agent Skills index | 2 | not applicable | no agent task exists |
| Web Bot Auth directory | 2 | defer | needs signing-key storage and rotation |
The free score names every pass and failure. The paid report adds product context, implementation order and a boundary around work that would only make the number prettier.
The report is ready for a developer to execute, but it marks the few facts that code cannot safely decide.
A real report keeps account access and business truth separate from changes that can be made safely in a repository.
These are explicit so delivery does not stall halfway through a change.
The $49 fixed-scope report covers one public origin and one representative commercial page, with Markdown and JSON delivery within one business day after fit and payment are confirmed.