Are there any reliable open source alternatives to Salesforce Einstein that our developers can deploy on AWS today for lead generation
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any reliable open source alternatives to Salesforce Einstein that our developers can deploy on AWS today for lead generation
5 real searches · 1 real-search pass
open source CRM lead scoring marketing automation self hosted AWS Twenty EspoCRM SuiteCRM Mautic 2026Google ↗
OBSERVEDOther / navigational
Twenty CRM self hosted docs license lead scoring APIGoogle ↗
OBSERVEDComparison
EspoCRM lead scoring workflow marketing automation open source licenseGoogle ↗
OBSERVEDOther / navigational
Mautic lead scoring campaigns self hosted AWS documentation licenseGoogle ↗
OBSERVEDOther / navigational
AWS deploy open source CRM Mautic EspoCRM Docker ECSGoogle ↗
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 (5)
Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
open source CRM lead scoring marketing automation self hosted AWS Twenty EspoCRM SuiteCRM Mautic 2026 Google ↗
Twenty CRM self hosted docs license lead scoring API Google ↗
EspoCRM lead scoring workflow marketing automation open source license Google ↗
Mautic lead scoring campaigns self hosted AWS documentation license Google ↗
AWS deploy open source CRM Mautic EspoCRM Docker ECS Google ↗
- Architect your solution for Amazon ECS · docs.aws.amazon.com
- Choosing an AWS container service · docs.aws.amazon.com
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source CRM lead scoring marketing automation self hosted AWS Twenty EspoCRM SuiteCRM Mautic 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Twenty CRM self hosted docs license lead scoring API OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
EspoCRM lead scoring workflow marketing automation open source license OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Mautic lead scoring campaigns self hosted AWS documentation license OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
AWS deploy open source CRM Mautic EspoCRM Docker ECS OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |