I am writing a report on lead scoring model setup for my digital marketing class. Which B2B software vendors have the most innovative AI scoring right now?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am writing a report on lead scoring model setup for my digital marketing class. Which B2B software vendors have the most innovative AI scoring right now?
1 real search · 1 real-search pass
2026 B2B predictive lead scoring AI vendors 6sense Demandbase Salesforce HubSpot Marketo MadKudu featuresGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 B2B predictive lead scoring AI vendors 6sense Demandbase Salesforce HubSpot Marketo MadKudu features Google ↗
- 6 Best Predictive Lead Scoring Software Tools in 2026 · questera.ai
- 10 Best Lead Scoring Software Tools in 2026 · 6sense.com
- 12 Best Lead Scoring Tools for B2B Teams in 2026 · docket.io
- Official website · 6sense.com
- Best Predictive Lead Scoring Software: 2026 Comparison · sigmadax.com
- Official website · demandbase.com
- 9 Best Lead Scoring Software for B2B RevOps Teams · aboutmartech.com
- Official website · madkudu.com
- Official website · salesforce.com
- 10 Best Lead Prioritization Software in 2026: Scoring Models, Intent Signals, Routing, and CRM Integration · oliv.ai
- Official website · hubspot.com
- Lead scoring software 2026: models, 10 vendors, integration · zeliq.com
- Automated Lead Qualification Software: 10 Tools Compared by How They Actually Qualify in 2026 | Blog · s.getperspective.ai