Every product in the graph follows the same schema — 31 blocks, 269 typed attributes, organized by project stage.
Query any block for any product. Every value has a confidence score and a source citation.
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31 blocks, 269 attributes, 7 stages. Expand any block to see its schema.
Core naming, variant, and source identity fields.
Product photography coverage — how many images, how many captured.
Primary material, finish, and composition breakdown with percentages.
Structured colour values for the product's finish — perceptual and web-safe representations for specification and coordination.
Structured dimensional data with typed measurements per component.
Product and family selectors, configuration axes, defaults, and ordering matrix context.
Subjective and design-led descriptors used to find products by feel rather than spec. Implements the Material Semantics style / mood / character / shape / pattern vocabulary plus MaterialGraph's `imitative_appearance` axis.
Paint, primer, stain, sealer, and wet-applied coating chemistry, application, and film properties.
Tile, slab, mosaic, trim, stone, and resilient surface format details used for selection and installation.
Contract textile construction, backing, finish treatment, roll width, repeat, and orientation properties.
Light output, rendering, color, and distribution properties.
Power, voltage, and connection properties.
Mounting, wiring, and install-condition requirements needed to specify and fit the product correctly.
Sound absorption, transmission, and noise reduction properties. The acoustic consultant's block.
Reaction to fire classification, flame spread, and smoke development. The fire engineer's block.
Where, how, and under which conditions a product can be used, installed, applied, or specified.
Published standard-based performance results and normalized high-value performance facets.
Lighting fixture characteristics — distinct from `photometric` (which is about light output). This block covers what the fixture *is*; photometric covers what it *emits*.
Ingress and environmental suitability characteristics.
Environmental health, lifecycle, disclosure, circularity, carbon, social-impact, and sustainability certification indicators.
Regulatory certifications and building code approvals. The code consultant's block.
Lead time, stock, and procurement availability information.
Cost information for budget alignment. The cost consultant's block.
Physical sample procurement sources, types, and request methods.
Order units, box/roll/can packaging, coverage, pieces, weights, and sample-size logistics.
Brand-level specification-channel signals: Material Bank presence, samples, trade programme, BIM resources, and continuing-education support.
Warranty terms, expected lifespan, and maintenance requirements. The facilities manager's block.
Cleaning, disinfection, healthcare maintenance, and chemical compatibility characteristics.
3D models, CAD drawings, and BIM objects for design tools.
Specification sheets, technical data, installation guides, and compliance certificates.
Brand-level public URLs and contact channels: homepage, email addresses, phone, press kit, and brand guidelines.