Product Data for Luminaires and Lighting: Turning Technical Values Into Sales Arguments

Lumens, Kelvin, CRI and IP rating are the numbers buyers decide on. ETIM classifies them cleanly — but the values still have to be complete and the benefit still has to be written.

Jakob Feinböck, ProductbayJuly 4, 20267 min read
☝️Key takeaways
  • In lighting, the technical values are the sales argument: lumens, Kelvin, CRI and IP rating are what buyers filter, compare and decide on.
  • ETIM gives lighting a clean classification and standard feature keys — but it never fills missing values and never writes the benefit copy.
  • The result: feeds arrive ETIM-classified yet with empty light-value fields and no descriptions, especially in the accessory longtail.
  • Productbay maps every supplier onto ETIM and uses AI to complete the light values and translate them into sales copy, with a review step before publishing.

A downlight, a garden bollard and an LED panel look like three unrelated products until you read their datasheets — and then you notice they all live and die on the same handful of numbers. How many lumens does it put out? What colour temperature in Kelvin? What CRI? And, for anything near water or weather, what IP rating? In lighting, those numbers aren't fine print. They are the reason a buyer picks one lamp over the next.

Product data for luminaires and lighting is technical data that doubles as the sales argument: the light values decide the purchase. That is what makes this sub-segment of the electrical wholesale world distinct. In cabling or switchgear, specs are gatekeepers; in lighting, specs are the pitch. Get the light values right and complete, translate them into plain benefit language, and the product sells itself. Leave them empty and even a perfectly classified item goes nowhere.

Which light values turn into sales arguments — and why do they go missing?

Every luminaire carries a small set of values that buyers actively filter and compare on. When one is missing, the product drops out of the comparison entirely:

  • Luminous flux (lumens): the brightness. The single most-filtered value — a lamp without a lumen figure can't be compared to any other lamp.
  • Colour temperature (Kelvin): warm white (2700 K) versus cool daylight (6500 K). This is often an emotional decision, so it needs benefit copy, not just a number.
  • Colour rendering index (CRI / Ra): how true colours appear under the light. Decisive for retail, kitchens and studios, ignored by most feeds.
  • IP rating: IP44, IP65 and so on decide whether a fixture may go outdoors, in a bathroom zone or a wet room. A safety-relevant value that must never be guessed.
  • Wattage & energy efficiency class: the running-cost and legal-labelling layer buyers increasingly check first.

These values go missing for the usual reason: every supplier delivers them differently. One puts Kelvin in the title, one in a spec column, one only in a PDF datasheet, one not at all. Do this by hand across a full lighting range and the accessory longtail — bulbs, drivers, mounting kits — never gets finished.

Where does ETIM help — and where does it stop?

ETIM is the connecting standard of the electrical and lighting trade, and for lighting it is genuinely strong: it defines the classes and the feature keys a luminaire should carry, so lumens, Kelvin and IP rating become comparable attributes across suppliers instead of free text. That structure is exactly what a filtered lighting shop needs. But it is important to be honest about where a classification ends:

Data layerWhat ETIM deliversWhere it stops
ClassificationClean luminaire classes, comparable across suppliersDoesn't map a supplier's messy attribute names for you
Feature keysDefines that lumens, Kelvin, CRI, IP should existDoesn't fill them in when the supplier left them empty
Light valuesStandard units and structure for the numbersLongtail and accessories often arrive with blank fields
Sales contentNot the job of a classificationNo descriptions, no benefit copy, no SEO text
ImagesNot coveredPhotos, application shots, energy labels all missing

In short: ETIM gives you the skeleton — the right fields in the right places — but a skeleton with empty Kelvin values and no descriptions still doesn't sell. The gap between an ETIM-classified feed and a shop-ready lighting listing is exactly the completeness and the copy.

How does Productbay turn light values into shop-ready listings?

The job is a three-step run, and lighting stresses the middle step hardest — because the specs are the content. That is exactly what Productbay is built for:

  • Consolidate: import every source once — supplier CSV, Excel, BMEcat, feed URL, FTP, API — match by SKU or GTIN/EAN, and map each supplier's attribute names onto ETIM feature keys so lumens is always lumens.
  • Enrich: AI reads light values out of PDF datasheets, derives colour temperature and IP rating from titles where they're implied, fills gaps from whitelisted sources, translates via DeepL, and writes benefit-driven descriptions that turn "3000 K, CRI 90" into language a buyer understands — every result through a review queue before it goes live, because in lighting a wrong IP rating is a safety issue, not a typo.
  • Publish: two-way sync to Shopify and Shopware, ERP connections (Xentral, weclapp) and feed exports for Amazon, OTTO and Kaufland, each with per-channel transformations.

Productbay starts where ETIM ends: it takes the standard's clean structure and adds the two things a classification never carries — complete light values and the sales copy that turns them into an argument. For the full picture of the surrounding assortment, see the electrical wholesale overview, and for how the standards relate, the GDSN, ETIM & eCl@ss explainer. Productbay is built for specialist retailers running multi-supplier, multi-channel catalogs.

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Lumens, Kelvin, CRI, IP rating — the values that sell a luminaire are exactly the ones that arrive incomplete. See how Productbay maps every supplier onto ETIM, completes the light values and turns them into sales copy in a 30-minute walkthrough.

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