Real ChatGPT answer · index seedyWwg1eLc1EUcompleteB2B software · CRMinformational

Are there any open source CRM platforms that are actually stable and secure enough for a small consulting business to self host?

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any open source CRM platforms that are actually stable and secure enough for a small consulting business to self host?
4 real searches · 1 real-search pass
best self-hosted open source CRM platforms 2026 EspoCRM SuiteCRM Twenty CRM security maintenance comparisonGoogle ↗
OBSERVED
EspoCRM security updates self hosting documentation requirementsGoogle ↗
OBSERVED
SuiteCRM security releases supported versions 2026Google ↗
OBSERVED
Twenty CRM self-hosting documentation security requirementsGoogle ↗
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
best self-hosted open source CRM platforms 2026 EspoCRM SuiteCRM Twenty CRM security maintenance comparison Google ↗
EspoCRM security updates self hosting documentation requirements Google ↗
SuiteCRM security releases supported versions 2026 Google ↗
Twenty CRM self-hosting documentation security requirements Google ↗
  1. EspoCRM · espocrm.com
  2. Documentation · docs.espocrm.com
  3. SuiteCRM · suitecrm.com
  4. Twenty · twenty.com
  5. Documentation · docs.twenty.com
  6. Frappe CRM · frappe.io
  7. Security recommendations · docs.espocrm.com
  8. Backup and restore · docs.espocrm.com

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best self-hosted open source CRM platforms 2026 EspoCRM SuiteCRM Twenty CRM security maintenance comparison
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
EspoCRM security updates self hosting documentation requirements
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
SuiteCRM security releases supported versions 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Twenty CRM self-hosting documentation security requirements
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1