Real ChatGPT answer · index seedWEAdrza728gcompleteB2B software · marketing automationcommercial

Are there any open source alternatives to Intercom live chat that offer similar routing capabilities for a bootstrapped B2B startup operating on a tight household budget

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any open source alternatives to Intercom live chat that offer similar routing capabilities for a bootstrapped B2B startup operating on a tight household budget
4 real searches · 1 real-search pass
open source Intercom alternatives live chat routing round robin assignment teams Chatwoot FreeScout Zammad 2026Google ↗
OBSERVEDComparison
Chatwoot pricing self hosted open source team inbox assignment automation round robin routingGoogle ↗
OBSERVEDOther / navigational
FreeScout features live chat routing assignment modules pricing open sourceGoogle ↗
OBSERVEDComparison
Zammad open source live chat routing groups assignment automation pricingGoogle ↗
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 (4)
Short factOther / navigational25%Comparison75%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
open source Intercom alternatives live chat routing round robin assignment teams Chatwoot FreeScout Zammad 2026 Google ↗
Chatwoot pricing self hosted open source team inbox assignment automation round robin routing Google ↗
FreeScout features live chat routing assignment modules pricing open source Google ↗
Zammad open source live chat routing groups assignment automation pricing Google ↗
  1. Chatwoot · chatwoot.com
  2. GitHub · github.com
  3. Lesson 4: Automation and Routing | User Guide · app.chatwoot.com
  4. Advanced Assignment Policies | User Guide · chatwoot.com
  5. A complete guide to teams in Chatwoot | User Guide · app.chatwoot.com
  6. Live Helper Chat · livehelperchat.com
  7. GitHub · github.com
  8. Live Helper Chat: open source Intercom alternative · opensourcepicks.com
  9. Zammad · zammad.com
  10. GitHub · github.com
  11. Open Source Intercom Alternatives in 2026: What They Cost Your Team to Run · selfhost.dev
  12. Open-Source Intercom Alternatives in 2026 · getmunin.com
  13. FreeScout · freescout.net
  14. GitHub · github.com

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
open source Intercom alternatives live chat routing round robin assignment teams Chatwoot FreeScout Zammad 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Chatwoot pricing self hosted open source team inbox assignment automation round robin routing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
FreeScout features live chat routing assignment modules pricing open source
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Zammad open source live chat routing groups assignment automation pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1