Can you recommend the best predictive lead scoring tools that offer free student tiers or open-source alternatives for my capstone research?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you recommend the best predictive lead scoring tools that offer free student tiers or open-source alternatives for my capstone research?
4 real searches · 1 real-search pass
2026 predictive lead scoring software free plan academic student pricing HubSpot Salesforce Zoho officialGoogle ↗
OBSERVED
open source predictive lead scoring machine learning GitHub scikit-learn XGBoost CRM lead scoringGoogle ↗
OBSERVED
HubSpot predictive lead scoring feature pricing Professional Enterprise official 2026Google ↗
OBSERVED
Salesforce Einstein lead scoring availability pricing free trial education official 2026Google ↗
OBSERVED
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.
Classifying 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
2026 predictive lead scoring software free plan academic student pricing HubSpot Salesforce Zoho official Google ↗
open source predictive lead scoring machine learning GitHub scikit-learn XGBoost CRM lead scoring Google ↗
HubSpot predictive lead scoring feature pricing Professional Enterprise official 2026 Google ↗
Salesforce Einstein lead scoring availability pricing free trial education official 2026 Google ↗
- HubSpot Free CRM · hubspot.com
- Scoring documentation · knowledge.hubspot.com
- Free CRM Software for Small Businesses · hubspot.com
- Overview of the lead scoring tool · knowledge.hubspot.com
- Zoho CRM · zoho.com
- Zia Scores documentation · help.zoho.com
- Zia - Overview · help.zoho.com
- Feature-wise comparison of Zoho CRM Editions · zoho.com
- Einstein Lead Scoring · help.salesforce.com
- Understand How Einstein Scores Your Leads · help.salesforce.com
- Apollo.io · apollo.io
- I Evaluated the 10 Best Lead Scoring Software in 2026 · learn.g2.com
- Official documentation · scikit-learn.org
- Official documentation · xgboost.readthedocs.io
- Official documentation · shap.readthedocs.io
- Welcome to the SHAP documentation · shap.readthedocs.io
- Official website · mlflow.org
- GitHub lead-scoring projects · github.com
- XGBoost lead-scoring example · github.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 predictive lead scoring software free plan academic student pricing HubSpot Salesforce Zoho official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
open source predictive lead scoring machine learning GitHub scikit-learn XGBoost CRM lead scoring OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
HubSpot predictive lead scoring feature pricing Professional Enterprise official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Salesforce Einstein lead scoring availability pricing free trial education official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |