Question: Cobbling together software parts that do not all use the same database increases the risk of what?
- Marketing automation
- AI
- Clean data
- Dirty data
Explanation
A disconnected tech stack can create inconsistent, incomplete, or duplicated records when tools do not share the same source of truth. In HubSpot, centralized CRM data helps keep customer information organized across marketing activities. When systems rely on separate databases, segmentation, personalization, reporting, and automation can become unreliable. Strong data hygiene reduces this risk by keeping records accurate, consistent, and usable.
Why the other options are incorrect
Marketing automation uses triggers and actions to automate repeatable marketing tasks.
AI analyzes, generates, or supports decisions using models and data.
Clean data describes accurate, complete, and reliable records.
Source for verification
https://knowledge.hubspot.com/data-management/data-quality-command-center
https://knowledge.hubspot.com/integrations/connect-apps-to-hubspot-data-sync
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