Data Sources for Mining in Lead Generation
Both B2C and B2B lead generation heavily rely on a variety of data sources that are fed into the data mining process:
First-Party Data:
CRM (Customer Relationship Management) Systems: Salesforce, HubSpot, Zoho CRM (customer interactions, sales history, lead status).
Marketing Automation Platforms (MAPs): Marketo, Pardot, ActiveCampaign (email opens/clicks, website visits, content downloads, form submissions).
Website Analytics: Google Analytics, Adobe Analytics (page views, session duration, dominican republic whatsapp database bounce rate, traffic sources, conversion goals).
Social Media Analytics: Engagement rates, follower demographics, sentiment.
Transaction/POS Data (B2C): Purchase history, average order value, frequency.
Third-Party Data:
Demographic Data: Age, gender, income, location (B2C).
Firmographic Data: Industry, company size, revenue, location, legal structure (B2B).
Technographic Data: Technologies used by a company (B2B).
Intent Data: Signals of active research or buying intent (e.g., Bombora, G2 Intent data - B2B primarily).
Publicly Available Data: Company registries, news articles, professional profiles (e.g., LinkedIn data for B2B, though direct scraping often violates terms of service).
Second-Party Data: Data shared directly from a partner.
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