Use cases

One record, every surface.

The same dossier renders as a selling product page, a support console that knows the device, eight languages of content, and a comparison that refuses to mislead. Facts stay canonical underneath; every surface below is generated, not maintained.

01 · E-commerce

The product page that sells.

Complete attributes in the type's presentation order, percentile context that turns numbers into reasons, documents on file, and imagery unified to your style. Built from one request; kept current by webhooks.

One drawing, three profiles. Originals stay on file; the style is yours.

gpd:variant:sharp.a155u.whiteSchema 2026-06-08

Sharp A155U, white

Quieter than 78% of installation projectors. Brighter than 91%.

Quietest decile Measured brightness
Light output
14,280 lmmeasured
Resolution
3,840 × 2,160 pxclaimed
Noise level
28 dBmeasured
Light source lifetime
20,000 hclaimed
Weight
7.4 kgclaimed

Presentation order from the type profile: Optics → Connectivity → Acoustics → Physical. 38 further attributes render below the fold.

Values shown are a recorded dossier snapshot; production renders from GET /v1/products/{id}.html. Offers and prices attach at the offer level, never inside the dossier.

02 · Customer support

Support that knows which device, which firmware, which screw.

A serial resolves to the unit: its operating hours, its firmware-gated features, its compatible mounts with conditions, and every document a technician needs, including the drawings.

Installation drawings render from the standards hub (gpd:std:vesa.fdmi_100x100); the same edge answers "does this mount fit" as a yes, a no, or a condition.

03 · Multilingual content

Eight languages. One number.

Facts are language-free. Locale renders curated labels, regional units, and generated prose in your tone profile; the canonical values never move. Switch the locale and watch what changes, and what cannot.

Lichtleistung

15.000 lm (gemessen: 14.280 lm)

Gemessene 14.280 Lumen nach ISO 21118; hell genug für Tageslichträume und leiser als 78 Prozent seiner Klasse.

Generated prose · Tone: precise · Stamped: model + prompt version · Never a source of facts

Curated labels come from the registry; prose is generated per tone profile and stamped. Number formats follow the locale (15.000 in de-DE, 15,000 in en-US); the stored value is one canonical number.

04 · Comparison

Comparison without apples to oranges.

Rows align only under equal measurement conditions; what cannot be compared is flagged instead of fudged. Against the type's own distribution, every product gets an honest frame of reference.

Every surface, one request away.

Resolve, fetch, render. The quickstart proves it in four requests; the free tier is enough to ship something real.