Real ChatGPT answer · index seeduVZGNhds3rIcompleteB2B software · customer support softwareinformational
We are auditing all our support tools so what are the true costs of running Intercom versus open source options?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are auditing all our support tools so what are the true costs of running Intercom versus open source options?
4 real searches · 1 real-search pass
Intercom pricing 2026 plans per seat Fin AI agent resolution pricing officialGoogle ↗
OBSERVEDComparison
Chatwoot pricing self hosted cloud official 2026Google ↗
OBSERVEDOther / navigational
Zammad pricing self hosted official 2026Google ↗
OBSERVEDOther / navigational
FreeScout self hosted requirements pricing officialGoogle ↗
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 (4)
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
Intercom pricing 2026 plans per seat Fin AI agent resolution pricing official Google ↗
Chatwoot pricing self hosted cloud official 2026 Google ↗
Zammad pricing self hosted official 2026 Google ↗
FreeScout self hosted requirements pricing official Google ↗
- Intercom Pricing · intercom.com
- Copilot included and unlimited usage · intercom.com
- Chatwoot Pricing: Free, Cloud & Self-Hosted Plans · chatwoot.com
- Self-Hosted Pricing · chatwoot.com
- Self-Hosted Chatwoot Deployment Guide · chatwoot.com
- Chatwoot website · chatwoot.com
- GitHub source code · github.com
- Zammad Pricing Plans · zammad.com
- Zammad Support Knowledge Base - Why is there a paid subscription for self-hosting? I thought Zammad was free... · support.zammad.com
- Zammad website · zammad.com
- GitHub source code · github.com
- GitHub - freescout-help-desk/freescout: FreeScout — Free self-hosted omnichannel AI-powered helpdesk & shared mailbox · github.com
- FreeScout website · freescout.net
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Intercom pricing 2026 plans per seat Fin AI agent resolution pricing official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Chatwoot pricing self hosted cloud official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Zammad pricing self hosted official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FreeScout self hosted requirements pricing official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |