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Product Experience Glossary

Definitions for key terms and abbreviations related to product experience,
digital experience, and e-commerce.

Showing 94 of 94 terms

Active Learning

Active Learning is a machine learning approach in which the model actively selects the data points it can learn from most, instead of ...

Adaptive Gradient (AdaGrad) Algorithm

AdaGrad (Adaptive Gradient) is an optimization algorithm for training neural networks that adjusts the learning rate individually for each ...

Agentic AI

Agentic AI describes AI systems that plan and execute tasks autonomously. Across multiple steps, with access to external tools and data, ...

Alignment

Alignment in the AI context refers to the alignment of AI models with human goals, values, and requirements. Without alignment, a model ...

Amazon A+ Content

Amazon A+ Content (formerly Enhanced Brand Content) is enriched product descriptions with modules for images, comparison tables, brand ...

Amazon Marketplace

The Amazon Marketplace is the dominant e-commerce marketplace in many Western markets, with its own rules for product listings, image ...

Anomaly Detection

Anomaly Detection identifies data points that deviate significantly from the norm. Applications range from data quality checks through ...

API First

API First is a design approach in which APIs are not bolted onto an application after the fact but designed as the primary interface from ...

Artificial Intelligence

Artificial Intelligence (AI) is the umbrella term for systems that perform tasks normally requiring human intelligence: language ...

Automated Machine Learning (AutoML)

Automated Machine Learning (AutoML) automates the typical steps in building machine learning models: feature engineering, model selection, ...

B2B

B2B (Business-to-Business) describes commercial relationships between companies, as opposed to B2C (to end customers). B2B buyers have ...

B2C (Business-to-Consumer)

B2C (Business-to-Consumer) describes commercial relationships between companies and end customers. Unlike B2B, buying decisions are often ...

BMEcat

BMEcat is an XML-based data format for the standardized exchange of product catalogs between suppliers and buyers, primarily in B2B. It ...

CDP

CDP stands for Customer Data Platform. It is a system that unifies customer data from every source (CRM, shop, app, email, support) into a ...

Cloud-based PIM

Cloud-based PIM is Product Information Management delivered as a hosted service in a cloud environment, instead of being installed ...

CMS

CMS stands for Content Management System. It is the platform that lets marketing and editorial teams create, organize, and publish website ...

Composable Commerce

Composable Commerce is an architectural approach in which the e-commerce platform is assembled from specialized best-of-breed components ...

Content Syndication

Content Syndication is the structured distribution of product content to external platforms, marketplaces, and distributors in the format ...

Conversational Commerce

Conversational Commerce describes buying processes that run through dialog interfaces: chatbots, messaging apps (WhatsApp, Messenger), ...

Customer Experience (CX)

Customer Experience (CX) is the sum of every perception a customer forms in contact with a brand: from the first ad click through the ...

DAM

DAM stands for Digital Asset Management. It is the centralized management of digital media (images, videos, PDFs, 3D models) along with ...

Data Governance

Data Governance describes the framework of policies, processes, and ownership that ensures enterprise data is managed correctly, securely, ...

Data Migration

Data Migration is the process of moving data from one system to another: ETL workflows, data mapping, cleansing, validation, cutover ...

Data Quality

Data Quality is the degree to which data serves its purpose: correct, complete, consistent, current, and unique. Poor data quality causes ...

Data Synchronization

Data Synchronization keeps the same data consistent across different systems. That happens through real-time APIs, event streams, or ...

Dataspine

The Data Spine is Pimcore's architectural concept for the central data backbone of a company. It connects master data, product data, ...

Deep Learning Model

A Deep Learning Model is a neural network with many hidden layers that can learn complex patterns from large data sets. Deep learning ...

Digital Catalog

A Digital Catalog is a structured online collection of product information made available to internal and external stakeholders: sales, ...

Digital Product Passport (DPP)

The Digital Product Passport (DPP) is an EU initiative for structured, machine-readable product information across the full lifecycle: ...

Digital Shelf

The Digital Shelf is the full online presence of a product across every touchpoint: your own webshop, marketplaces, comparison sites, ...

Digital Shelf Optimization

Digital Shelf Optimization is the continuous improvement of product presence in digital sales channels: title, description, images, ...

Distributors

Distributors are wholesale companies that purchase products from manufacturers and pass them on to resellers, retailers, or end customers. ...

DXP

DXP stands for Digital Experience Platform. It is an integrated platform that powers every channel of a company (website, app, email, shop, ...

eCl@ss

eCl@ss is an international classification standard for products and services, primarily in B2B and industrial sectors. It defines a ...

Enrichment

Enrichment extends existing records with additional information that increases their usability: marketing copy, images, classifications, ...

ERP

ERP stands for Enterprise Resource Planning. It is the system that runs the economic core of a company: finance, accounting, procurement, ...

ETIM

ETIM (European Technical Information Model) is an international classification standard, primarily for technical products in electrical, ...

Feed Optimization

Feed Optimization is the targeted preparation of product data feeds for external platforms like Google Shopping, Facebook, Idealo, or ...

GDSN (Global Data Sync Network)

The Global Data Synchronisation Network (GDSN) is an international network of standardized data pools for product master data, primarily in ...

Generative AI

Generative AI describes AI systems that create new content instead of just classifying or predicting from existing data: text, images, ...

GPT-4

GPT-4 (Generative Pre-trained Transformer 4) is a Large Language Model from OpenAI for text generation, comprehension, and reasoning. In ...

GraphQL

GraphQL is a query language and runtime for APIs, originally developed by Facebook. Unlike REST, GraphQL returns exactly the fields the ...

Grounding

Grounding refers to anchoring AI models in trustworthy, structured data sources to reduce hallucinations and ensure factual fidelity. An ...

GTIN / Barcode

GTIN (Global Trade Item Number) is the international standardized product identification number, in most cases printed as a barcode (EAN-13 ...

Hallucinations

Hallucinations are AI model outputs that sound plausible but are factually wrong or invented. An LLM that constructs an answer instead of ...

Headless Commerce

Headless Commerce is an architecture in which the commerce backend is fully decoupled from the frontend. Communication runs through APIs. ...

Hidden Layer

Hidden Layers are the middle layers of a neural network between input and output layers. They learn the internal representations a model ...

Hybrid Shopping

Hybrid Shopping is the blending of online and offline buying processes: informing online and buying in-store, testing in-store and ordering ...

Large Language Model (LLM)

A Large Language Model (LLM) is a neural network trained on enormous text corpora that can understand and generate natural language. Known ...

Learning Algorithm

A Learning Algorithm is the mathematical rule by which a machine learning model learns from data. Known algorithms are Stochastic Gradient ...

Learning Rate

The Learning Rate is a central hyperparameter for training neural networks. It determines how strongly model weights are adjusted at each ...

Live Commerce

Live Commerce combines live video streaming with direct purchase. While a person demonstrates a product, viewers can comment in real time, ...

Localization / Translation Management

Localization (translation management) is more than just translating. It adapts content linguistically, culturally, and regulatorily for ...

Loss Function

A Loss Function measures how far a model's predictions deviate from the actual values. The model is trained to minimize the loss. The ...

Machine Learning (ML)

Machine Learning (ML) is the subfield of AI in which systems learn from data instead of being explicitly programmed. Classic applications ...

Master Data

Master Data are the central, long-lived records of a company that are referenced across every business process: products, customers, ...

MDM

MDM stands for Master Data Management. It is the strategy and technology to standardize critical master data across the enterprise ...

Metadata Management

Metadata Management organizes the data about your data: which attributes an asset has, which language it is in, who approved it, which ...

Microservices

Microservices are an architectural approach in which an application is composed of small, functionally bounded services that can be ...

Multichannel Commerce

Multichannel Commerce is selling through multiple independent sales channels in parallel, often with separate inventory, individual ...

Natural Language Processing (NLP)

Natural Language Processing (NLP) is the subfield of AI that deals with processing and understanding natural language: language ...

Neural Networks

Neural Networks are the mathematical foundation of modern AI. They consist of layers of artificial neurons that recognize patterns in ...

Omnichannel Experience

Omnichannel Experience is the concept of giving customers a consistent and seamless experience across every touchpoint: from webshop ...

Open Source Models

Open Source Models are AI models whose weights and often training data are publicly available. Examples are Llama (Meta), Mistral, Falcon, ...

Order Management System (OMS)

An Order Management System (OMS) runs the full order process across every channel: order intake, inventory check, payment processing, ...

PIM

PIM stands for Product Information Management. It is the central software layer that consolidates, enriches, and distributes all product ...

PIM Data Model

The PIM Data Model defines which attributes, categories, and relationships a PIM manages for the products you sell. A well-designed data ...

PIM Integration

PIM Integration is the connection of a PIM system to the surrounding IT landscape: ERP, CRM, PLM, DAM, e-commerce platforms, marketplaces, ...

Point of Sale (POS)

A Point of Sale (POS) is the physical or digital sales location where payment and order processing happen: register, self-checkout, mobile ...

Product Bundling

Product Bundling combines several individual products into a sellable bundle (camera plus lens plus memory card, for example). Bundles ...

Product Content Optimization

Product Content Optimization continuously improves product descriptions, images, and attributes to grow conversion and visibility on every ...

Product Experience (PX) Strategy

A Product Experience (PX) Strategy is the overarching plan for how a company communicates its products as an experience: channel-specific, ...

Product Lifecycle Management (PLM)

Product Lifecycle Management (PLM) manages all data and processes around the creation of a product: from the first engineering drawing ...

Product Taxonomy

Product Taxonomy (classification) is the structured arrangement of products into categories and hierarchies. A good taxonomy makes products ...

Prompt Engineering

Prompt Engineering is the structured design of inputs (prompts) to Large Language Models to achieve consistent and high-quality results. It ...

Proprietary Models

Proprietary Models are AI models whose weights and inner workings are not publicly available and that can only be used through the vendor's ...

PXM

PXM stands for Product Experience Management. It goes one step beyond PIM: instead of just managing product data, PXM optimizes how that ...

Resale Markets

Resale Markets are sales channels for used or refurbished products: ReCommerce platforms, in-house refurbishment programs, resale of ...

Retail Channels

Retail Channels are the routes through which a product reaches the end customer: brick-and-mortar, your own webshop, marketplaces, B2B ...

SaaS

SaaS (Software as a Service) is a delivery model in which software is consumed as a service over the internet, instead of being installed ...

Single Source of Truth

Single Source of Truth (SSoT) is the principle that one data category has exactly one binding source from which every other system reads. ...

SKU (Stock Keeping Unit)

A SKU (Stock Keeping Unit) is the internally used unique article number of a company, often structured differently than the external GTIN. ...

Supervised Machine Learning

Supervised Machine Learning is the class of ML methods in which a model learns from labeled training data: for every input example, the ...

Supplier Onboarding

Supplier Onboarding is the process of integrating new suppliers into the data and business processes of a company: capturing master data, ...

Sustainable Retail

Sustainable Retail describes retail models and products that actively minimize environmental impact, resource consumption, and social ...

Taxonomy

Taxonomy in the AI and data context describes the hierarchical classification structure into which data is organized in categories and ...

Third-Party Marketplace

Third-Party Marketplaces are platforms where third-party vendors sell their products under their own names: Amazon, eBay, Otto, Zalando, ...

Time to Market

Time to Market is the time from product idea or assortment decision to actual availability for customers. Long cycles cost revenue because ...

Unsupervised Machine Learning

Unsupervised Machine Learning is the class of ML methods in which a model discovers patterns in data without labeled training examples. ...

Up-Selling

Up-Selling is a sales technique in which a customer is offered a higher-value product than the one originally chosen. In e-commerce, this ...

Value Chain

The Value Chain spans every step in which a company creates value for its customers: from procurement through production to sales, service, ...

Variant Management

Variant Management is the structured handling of product variants: the same product base in different forms (size, color, material, ...

Voice Search

Voice Search is search by voice input instead of text input, through smartphones, smart speakers, or integrated voice assistants. Voice ...

Webhook

A webhook is an HTTP-based mechanism by which one system actively notifies other systems about events, instead of those systems having to ...

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DATA MANAGEMENT
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Product Information Management (PIM)
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Digital Asset Management (DAM)
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Master Data Management (MDM)
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EXPERIENCE MANAGEMENT
Digital Experience Platform (DXP)
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Product & Digital Asset Experience Portals
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Data Syndication & Delivery
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