Real ChatGPT answer · index seedHbxjvh40tGQcompleteB2B software · CRMinformational

Are there any open source alternatives that offer similar automated lead scoring models without the heavy enterprise price tag?

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any open source alternatives that offer similar automated lead scoring models without the heavy enterprise price tag?
1 real search · 1 real-search pass
open source automated lead scoring software CRM machine learning lead scoring GitHub 2026Google ↗
OBSERVEDOther / navigational

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)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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
open source automated lead scoring software CRM machine learning lead scoring GitHub 2026 Google ↗
  1. Twenty CRM · twenty.com
  2. GitHub · github.com
  3. GitHub repository · github.com
  4. Website · n8n.io
  5. GitHub · github.com
  6. GitHub repository · github.com
  7. GitHub repository · github.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
open source automated lead scoring software CRM machine learning lead scoring GitHub 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1