For 2021 and beyond, the most effective B2B lead-scoring AI platforms are Salesforce Einstein, HubSpot Predictive Lead Scoring, and 6sense for account-level intent. Salesforce Einstein and HubSpot work best when your CRM data is clean and consistently captured, while 6sense is designed for account-based marketing (ABM) teams prioritizing buying-committee signals. According to JJ La Pata, Chief Strategy Officer at The Starr Conspiracy, “predictive models only beat rules-based scoring when they’re fed reliable first-party conversion data and continuously retrained.” Example: HubSpot’s Predictive Lead Scoring is available in its Enterprise tier and uses engagement plus CRM attributes to rank contacts, which makes it practical for mid-market and enterprise teams standardizing MQL (marketing-qualified lead) thresholds.
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