Keep Censhare as the hub that stores, translates, and publishes your content across web, print, and commerce. Add Anglera to fill it — mining specs from supplier documents and rewriting attributes for how buyers search.
Censhare and Anglera solve different halves of the problem — this page is about the seam between them.
This is not a choice of repository — censhare holds product data, assets and copy together and publishes them to web, print, mobile and POS — it's a question of where the recurring work lands: deciding what belongs in the record, and filling it, long after the catalogue ships.
Mine every spec from every source.
Every value traced to a document you can open. The catalog is only as honest as what it was built from.
Aim the catalog at the buyer who actually buys.
Grounded data still loses if it answers questions nobody asked. Alignment is what turns specs into conversion.
Product data is a practice, not a project.
Markets move, suppliers reissue, buyers change what they ask for. A catalog that is right in March is wrong by August unless something is watching.
Scored against public documentation. Grouped by the three acts — so you can see which ones Censhare leaves on your desk.
Imports structured ERP and supplier feeds; no document spec mining
PDFs, spec tables, drawings, manuals, images, sites
Extensible semantic model; customer defines all attributes
Proposes fields your schema never had
Holds controlled lists; validation flags, team normalizes values
Normalizes and governs allowed values, versioned
Models hierarchies and channel mappings; classification configured manually
Auto-classifies; channel and marketplace mapping
Version history and audit trail; no value-level source citations
Every value cites its source doc and page
Channel and language variants; no persona-tailored enrichment
B2B specifier and B2C shopper enriched differently
No review, search-query, or competitor-listing signal ingestion
Reviews, search, competitor rails, social — fed back
Editorial CMS tooling; copy authored by customer's team
Original copy per persona and channel
DAM renditions and transformations; no image generation
Generates studio-grade imagery for photoless SKUs
Scheduled imports and workflows; no autonomous re-enrichment
Re-enriches on its own after go-live
Configurable completeness and data-quality checks; dashboards limited
Scored against your standards; nothing publishes below bar
Open API and ERP/commerce integrations publish downstream
Writes back to PIM, ERP, warehouse, commerce
REST API and webhooks documented; no MCP server
API, webhooks, and MCP servers
Software platform; customer's team performs the work
Anglera owns the work; review is a guardrail
“Buyer signals” is the emptiest phrase in this category, so here is the literal thing. Each of these is an observation from a live market, the gap it exposes, and the field that gets created as a result.
Three lighting suppliers reissue datasheets for the same LED panels this quarter, adding a flicker metric; your catalogue still carries wattage, lumen output and colour temperature.
The value exists — in a PDF attached to the product, not in a field. The print spec table and the web filter both leave it out.
Flicker Rating (Pst LM)Decimal to one place, measured at full output; blank only where the supplier has not published a figureA furniture marketplace's seating template starts requiring an abrasion rating, and the dining chair range bounces — the number is sitting in the description as "hard-wearing 40,000-rub fabric".
The fact was written for a brochure sentence, so it reads well and filters on nothing. Copy is not a field.
Upholstery Abrasion Resistance (Martindale)Integer rub count per EN ISO 12947-2, e.g. 20,000 / 40,000 / 60,000Reviews on a matt emulsion keep saying "needed three coats over a dark wall", while the product record quotes only spreading rate in m²/L.
Coverage is the whole purchase decision for a repaint, and the catalogue answers a different question than the one being asked.
Opacity Class (EN 13300)Class 1–4 at the stated spreading rate; Class 1 = highest opacitycenshare's PIM module links product information to groups, families, variants, media and descriptions, and checks the quality of product data to identify potential for improvement. A quality check measures the model it is given. Deciding what belongs in that model — which fields should exist at all — is a separate judgement someone has to make, and it is the work Anglera does alongside censhare. In a publish-first system the release calendar tends to set the shape of the record. Fields get filled to the depth the InDesign spread or the shop template calls for, then attention moves to the next channel. Meanwhile a supplier reissues a datasheet with a rating nobody has a field for, a marketplace adds a required attribute, and buyers start asking about a spec no template ever asked for. Nothing breaks. The record just quietly stops describing the product people are actually buying, and across locales it drifts faster.
Values are normalized into a governed, versioned set of allowed values — so a filter works, and keeps working after the next import.
3/4 in0.75"3/4"19mm3/4 inchDN200.75 in (DN20)Six suppliers, six spellings, one physical size. Filters only work once they agree.
BlkblackBLACK MATTEMatte BlkRAL 9005Black — MatteFree text makes a colour filter useless. A governed value makes it a facet.
SS316316 StainlessStainless Steel 316A4 StainlessStainless Steel — 316 / A4Same alloy, four vocabularies, plus a trade name. Buyers search all of them.
Filling the fields you defined has an invisible ceiling: a catalog can hit 100% complete and still miss the attribute that loses the sale, because completeness is measured against a schema someone drew years ago. Schema Foundry reads competitor listings, buyer searches, review complaints and your supplier docs, and proposes the fields you never defined — which is where Censhare stops.
How Schema Foundry works
Censhare is an enterprise omnichannel content platform that combines PIM, DAM, and CMS in a single hub. It centralizes product content creation, translation workflows, and multichannel publishing (web, print, mobile, e-commerce) for large global brands and retailers.
Pricing: Not publicly listed; enterprise contract pricing, contact required.
Censhare websiteGlobal brands and retailers publishing one product catalog to web, print, mobile, and e-commerce, who need PIM, DAM, and CMS in one hub with translation workflows and open-API distribution.
We'd rather tell you here than in month three of an implementation.
Capability verdicts reviewed against Censhare's public documentation on July 27, 2026. Vendors ship quickly — if something here is out of date, tell us and we'll correct it.
Bring one category and your supplier files. In 30 minutes you'll see it enriched — complete, structured, and consistent enough to launch on — plus the attributes your schema didn't have yet.
Book a demo