Question 1

How are data products priced on the platform?

Accepted Answer

Data product pricing is determined by individual data providers and can vary significantly. Common models include one-time purchase, subscription-based access, usage-based fees (e.g., per record, per API call), or custom negotiated licenses. The platform facilitates the display of these pricing structures and negotiation where applicable.

Question 2

What types of data can I expect to find or list on Narrative?

Accepted Answer

Narrative supports a broad spectrum of data types, including structured tabular data (e.g., financial, demographic, geospatial), unstructured data (e.g., text, image metadata), and real-time data streams. Data products range from raw datasets to pre-processed, analytics-ready information, catering to various industry verticals and use cases.

Question 3

How does Narrative ensure data quality and compliance for listed products?

Accepted Answer

Narrative implements a multi-layered approach to data quality and compliance. Data providers are required to submit detailed metadata, schema definitions, and attest to data provenance and licensing rights. The platform also offers tools for buyers to review data samples and provider ratings, and facilitates direct communication for due diligence. Compliance features include support for various data privacy regulations (e.g., GDPR, CCPA) through contractual terms and data handling attestations.

Question 4

Can I integrate data acquired through Narrative directly into my existing data infrastructure?

Accepted Answer

Yes, Narrative prioritizes flexible data delivery. Most data products offer multiple integration options, including direct API access for real-time or programmatic ingestion, secure file downloads (e.g., SFTP, cloud storage links), and sometimes direct connectors to popular data warehouses or analytics platforms. The specific integration methods are detailed on each data product's listing page.

Question 5

What are the typical data licensing terms I should expect when acquiring data?

Accepted Answer

Data licensing terms are set by the individual data providers but generally cover aspects like permitted use cases (e.g., internal analytics, commercial product integration), duration of access, user count, redistribution rights, and geographic scope. Narrative provides standardized templates and a negotiation interface to clarify and finalize these terms, ensuring legal clarity for both buyers and sellers.

Narrative Website Full Guide (2026)

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External Data API Integration

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