Trust and data quality

Useful business signals without unnecessary data risk.

Dafined is built for teams that need fresh market activity they can act on. Each feed uses approved source types, keeps business facts, filters sensitive personal data, and shows source context so records are easier to trust.

Approved sources onlyNot a consumer data brokerNo copied source textSensitive personal data filteredPlan-based record access

Guardrails

How records stay research-ready.

01

Approved sources

Feeds are built from public or commercial sources reviewed for the product. Login-walled, paywalled, and restricted sources are not used.

02

Sensitive data filtering

Customer feeds focus on business facts. Personal emails, phone numbers, and sensitive personal attributes are filtered out.

03

Facts, not copied text

Records keep factual details such as dates, categories, entities, locations, values, and source links instead of copied source-page descriptions.

04

Responsible collection

Collection is rate-limited and source-aware so feeds stay useful without treating public sites like a firehose.

05

Human review

Low-confidence or sensitive records are reviewed before they appear in customer feeds.

06

Source details

Records include the source domain, date context, and confidence score so users understand where each signal came from.

07

Plan-based access

Free users see previews. Paid users see the full records, filters, alerts, and exports included in their plan.

A practical word on data quality.

No third-party data feed is perfect. Dafined reduces risk by limiting source types, keeping source details visible, filtering sensitive fields, and routing questionable records to review before they reach customers.

Need source review for your market?

Enterprise plans include custom source review and access to additional source details.