Product Knowledge Infrastructure

Product Knowledge Infrastructure for Artificial Intelligence

Concord Media creates structured product datasets, prepares product information for AI systems and develops AI Markt — a product data standard and knowledge ecosystem.

Product knowledge graph connecting a product with brand, category, attributes, specifications, variants and AI use cases
Dispersed Product Data
Structured Product Knowledge
AI SearchAI AssistantsRecommendationsAI Agents
The Challenge

AI needs more than product pages

Product information is fragmented, inconsistent and often missing the context machines need.

  • Incomplete and inconsistent data
  • Unstructured information across sources
  • Missing recommendation context
  • Weak provenance and validation
  • Difficult maintenance at scale
Product information is everywhere. Product knowledge is not.
Our Solution

From information to product knowledge

We create structured, connected, verifiable and machine-readable knowledge for AI systems.

LLMsAI SearchAI AssistantsRecommendation SystemsAI AgentsE-commerceEnterprise AIData Platforms
What Concord Media Does

Three connected directions

Structured product dataset visualization

Product Datasets for AI

Structured product datasets for training, fine-tuning, retrieval, testing and evaluation.

  • Trusted-source collection
  • Entity normalization
  • Multilingual product knowledge
  • Training and evaluation sets
  • Custom industry datasets
Explore Product Datasets
AI product analytics and product knowledge solution

AI Product Solutions

Audits, product knowledge creation, implementation, monitoring and maintenance.

  • AI Visibility and Readiness Audits
  • Product Knowledge Packages
  • AI-ready Product Pages
  • Product Knowledge Layer
  • Recommendation and Commerce Readiness
Explore AI Product Solutions
AI Markt product data standard and knowledge graph

AI Markt

A product data standard and product knowledge ecosystem developed by Concord Media.

  • AI Markt Standard
  • Entity, Product, Brand and Category Models
  • Machine-readable schemas
  • Validation and quality rules
  • Reference data structures
Explore AI Markt
How We Work

Building reliable product knowledge

1

Collect

Gather information from trusted sources.

2

Structure

Normalize entities, attributes and relationships.

3

Validate

Check accuracy, completeness and provenance.

4

Deliver

Publish in machine-readable and human-readable formats.

5

Improve

Measure, update and extend the knowledge layer.

Our Approach

Designed for people and machines

Structured

Clear models and relationships.

Verifiable

Facts linked to evidence.

AI-Ready

Built for models and agents.

Human-Readable

Useful to experts and customers.

Multilingual

Language layers without core duplication.

Interoperable

Portable across platforms.

Extensible

Ready for new categories.

Work With Us

Build better product knowledge for the AI economy

Discuss datasets, product data transformation, AI readiness or participation in AI Markt.