seo-schema-jsonld (M5)
Structured data is the single highest-leverage signal for both classic rich results and AI citation. Reference: references/schema-tier1.md. Templates: schema/jsonld-templates/.
Inputs
Work from the PageSnapshot named in your dispatch envelope: read parsed from <run_dir>/pages/<slug>.json (jsonld[], microdata_items, headings[], images[]); Grep pages/<slug>.html for verbatim evidence; site artifacts live in <run_dir>/site/{robots.json,sitemaps.json,discovery.json}. Deterministic findings already emitted by audit.mjs are listed in <run_dir>/findings.deterministic.json — do not re-emit those ids; add model-judged findings only. If invoked directly with a URL/path and no snapshot exists, first run node "${CLAUDE_PLUGIN_ROOT}/scripts/snapshot.mjs" <target> --out "${CLAUDE_PLUGIN_DATA}/runs" and use the printed snapshot path.
Audits
Working from the PageSnapshot (parsed_rendered when render.used is not none, else parsed):
- Detect every
<script type="application/ld+json"> block; parse JSON; note any inline microdata/RDFa (flag for migration to JSON-LD).
- Validate each block: valid JSON, recognized
@type, required + recommended properties present per references/schema-tier1.md.
- Completeness vs the page's content & vertical: e.g. an article page should have
Article/BlogPosting with author (Person), datePublished, dateModified, image, publisher; a product page Product + Offer (price, priceCurrency, availability).
- Entity hygiene: stable
@id, @graph linkage, sameAs (defer the sameAs audit detail to M6/seo-entity-linking).
- Date agreement: schema
datePublished/dateModified should match visible dates (cross-check with M13).
- Deprecation honesty: if
FAQPage/HowTo present, do NOT report them as a rich-result win — label deprecated-for-SERP (still parseable by AI).
Fixes (fixable: auto)
Generate complete, valid JSON-LD blocks inferred from page content for any missing/incomplete Tier-1 type:
Article/BlogPosting from <article>, <h1>, byline, dates, hero image.
Organization/WebSite from footer/contact/logo.
Product+Offer from product DOM (name, image, price, currency, availability).
BreadcrumbList from nav breadcrumb.
Person (author) with credential fields the user supplies.
Use a single @graph with stable @ids. Inject missing dateModified/@id. The block is a diff for fix (AUTO). Never invent prices, dates, ratings, or sameAs identity links — ask or leave a clearly-marked TODO placeholder the user fills.
Verification
- Offline:
node "${CLAUDE_PLUGIN_ROOT}/scripts/validate-jsonld.mjs" --snapshot <pages/<slug>.json> (or --url <u>) — checks JSON validity + required properties against the templates.
- Tier 1: confirm eligibility with Google Rich Results Test / schema.org validator. When unavailable, status is
needs_api, not pass.
Findings
Emit findings per schema/finding.schema.json. Severity policy: 5 is reserved for catastrophic, eligibility-killing facts at site/template scope; 4 major · 3 moderate · 2 minor · 1 cosmetic · 0 informational — and only an established severity-5 fail in an active category can cap a score (references/scoring-model.md). Examples:
M5.article.missing — no Article schema on an editorial page (fail, severity 4, fixable: auto, axis both, confidence established).
M5.product.missing_offer_price — Product without Offer.price on a product page (fail, severity 4, fixable: auto, axis both, confidence established). Only nodes that DECLARE a product here count (lib/jsonld.mjs classifyProductNodes): a hasVariant member belongs to its ProductGroup, a review's itemReviewed and an isSimilarTo/isRelatedTo node point at an item declared elsewhere, and a nested url/name-only node is a pointer — none of them is markup this page is missing.
M5.jsonld.invalid_json — a ld+json block that does not parse, so every type inside it is invisible (fail, severity 4, fixable: auto, axis both, confidence established).
M5.jsonld.contradicts_page — marked-up values (price, rating, date, author) disagree with what the page displays (fail, severity 4, fixable: proposed, axis both, confidence established).
M5.faqpage.deprecated_richresult — FAQPage present (warn, severity 1, fixable: advisory, axis ai, confidence established; rationale cites Google's FAQ rich-result removal; not counted as a win).
Platform-conditional ids. This module also emits 4 ids that fire only when profile.json names the platform (shopify, wordpress). They are indexed in references/routing.md § Platform-conditional finding ids and specified in references/platforms/<id>.md §10.
Each finding: evidence.observed quotes what's on the page; verification.reproduce is the runnable command above; expected_impact is banded + confidence-tagged (no naked %).
Honesty
- Google documents no special schema.org type, property, or "AI schema" for its AI features. Eligibility for AI Overviews / AI Mode comes from being indexed and snippet-eligible (M14), not from markup. What is documented, and therefore
established, is that structured data must be valid and consistent with the visible page to be used at all — for rich results and for the merchant/business data Google ingests. Frame schema work as "make the page machine-readable and honest", not "unlock AI citations".
- FAQPage/HowTo: still parseable, no Google rich results — keep them if present, do not add them expecting SERP features.
- Don't mark up content that is not visible on the page, and keep schema consistent with any product feed; invented or mismatched values invite manual actions and disapprovals, not wins.
- A valid block is a floor, not a ranking lever: report the presence of correct schema as eligibility, never as a predicted position change.
1---2name: seo-schema-jsonld3description: Audit and generate structured data (JSON-LD) for a page — detect, validate, and complete Tier-1 schema.org types (Article, Organization, Person, Product/Offer, BreadcrumbList, LocalBusiness, Review, VideoObject, Event), flag microdata/RDFa and deprecated-for-rich-results types (FAQPage/HowTo), and produce ready-to-inject JSON-LD blocks. Module M5. Feeds both the Search SEO and AI Visibility scores.4---56# seo-schema-jsonld (M5)78Structured data is the single highest-leverage signal for both classic rich results and AI citation. Reference: `references/schema-tier1.md`. Templates: `schema/jsonld-templates/`.910## Inputs11Work from the PageSnapshot named in your dispatch envelope: read `parsed` from `<run_dir>/pages/<slug>.json` (`jsonld[]`, `microdata_items`, `headings[]`, `images[]`); Grep `pages/<slug>.html` for verbatim evidence; site artifacts live in `<run_dir>/site/{robots.json,sitemaps.json,discovery.json}`. Deterministic findings already emitted by `audit.mjs` are listed in `<run_dir>/findings.deterministic.json` — do not re-emit those ids; add model-judged findings only. If invoked directly with a URL/path and no snapshot exists, first run `node "${CLAUDE_PLUGIN_ROOT}/scripts/snapshot.mjs" <target> --out "${CLAUDE_PLUGIN_DATA}/runs"` and use the printed snapshot path.1213## Audits14Working from the PageSnapshot (`parsed_rendered` when `render.used` is not `none`, else `parsed`):151. **Detect** every `<script type="application/ld+json">` block; parse JSON; note any inline microdata/RDFa (flag for migration to JSON-LD).162. **Validate** each block: valid JSON, recognized `@type`, required + recommended properties present per `references/schema-tier1.md`.173. **Completeness** vs the page's content & vertical: e.g. an article page should have `Article`/`BlogPosting` with `author` (Person), `datePublished`, `dateModified`, `image`, `publisher`; a product page `Product` + `Offer` (`price`, `priceCurrency`, `availability`).184. **Entity hygiene**: stable `@id`, `@graph` linkage, `sameAs` (defer the sameAs audit detail to M6/seo-entity-linking).195. **Date agreement**: schema `datePublished`/`dateModified` should match visible dates (cross-check with M13).206. **Deprecation honesty**: if `FAQPage`/`HowTo` present, do NOT report them as a rich-result win — label deprecated-for-SERP (still parseable by AI).2122## Fixes (fixable: auto)23Generate complete, valid JSON-LD blocks **inferred from page content** for any missing/incomplete Tier-1 type:24- `Article`/`BlogPosting` from `<article>`, `<h1>`, byline, dates, hero image.25- `Organization`/`WebSite` from footer/contact/logo.26- `Product`+`Offer` from product DOM (name, image, price, currency, availability).27- `BreadcrumbList` from nav breadcrumb.28- `Person` (author) with credential fields **the user supplies**.29Use a single `@graph` with stable `@id`s. Inject missing `dateModified`/`@id`. The block is a diff for `fix` (AUTO). **Never invent** prices, dates, ratings, or `sameAs` identity links — ask or leave a clearly-marked TODO placeholder the user fills.3031## Verification32- Offline: `node "${CLAUDE_PLUGIN_ROOT}/scripts/validate-jsonld.mjs" --snapshot <pages/<slug>.json>` (or `--url <u>`) — checks JSON validity + required properties against the templates.33- Tier 1: confirm eligibility with Google Rich Results Test / schema.org validator. When unavailable, status is `needs_api`, not `pass`.3435## Findings36Emit findings per `schema/finding.schema.json`. **Severity policy**: 5 is reserved for catastrophic, eligibility-killing facts at site/template scope; 4 major · 3 moderate · 2 minor · 1 cosmetic · 0 informational — and only an `established` severity-5 `fail` in an active category can cap a score (`references/scoring-model.md`). Examples:37- `M5.article.missing` — no Article schema on an editorial page (`fail`, severity 4, `fixable: auto`, axis `both`, confidence `established`).38- `M5.product.missing_offer_price` — Product without `Offer.price` on a product page (`fail`, severity 4, `fixable: auto`, axis `both`, confidence `established`). Only nodes that DECLARE a product here count (`lib/jsonld.mjs` `classifyProductNodes`): a `hasVariant` member belongs to its ProductGroup, a review's `itemReviewed` and an `isSimilarTo`/`isRelatedTo` node point at an item declared elsewhere, and a nested url/name-only node is a pointer — none of them is markup this page is missing.39- `M5.jsonld.invalid_json` — a `ld+json` block that does not parse, so every type inside it is invisible (`fail`, severity 4, `fixable: auto`, axis `both`, confidence `established`).40- `M5.jsonld.contradicts_page` — marked-up values (price, rating, date, author) disagree with what the page displays (`fail`, severity 4, `fixable: proposed`, axis `both`, confidence `established`).41- `M5.faqpage.deprecated_richresult` — FAQPage present (`warn`, severity 1, `fixable: advisory`, axis `ai`, confidence `established`; rationale cites Google's FAQ rich-result removal; **not** counted as a win).42**Platform-conditional ids.** This module also emits 4 ids that fire only when `profile.json` names the platform (`shopify`, `wordpress`). They are indexed in `references/routing.md` § Platform-conditional finding ids and specified in `references/platforms/<id>.md` §10.4344Each finding: `evidence.observed` quotes what's on the page; `verification.reproduce` is the runnable command above; `expected_impact` is banded + confidence-tagged (no naked %).4546## Honesty47- **Google documents no special schema.org type, property, or "AI schema" for its AI features.** Eligibility for AI Overviews / AI Mode comes from being indexed and snippet-eligible (M14), not from markup. What *is* documented, and therefore `established`, is that structured data must be **valid** and **consistent with the visible page** to be used at all — for rich results and for the merchant/business data Google ingests. Frame schema work as "make the page machine-readable and honest", not "unlock AI citations".48- FAQPage/HowTo: still parseable, **no Google rich results** — keep them if present, do not add them expecting SERP features.49- Don't mark up content that is not visible on the page, and keep schema consistent with any product feed; invented or mismatched values invite manual actions and disapprovals, not wins.50- A valid block is a floor, not a ranking lever: report the presence of correct schema as eligibility, never as a predicted position change.