Real ChatGPT answer · index seedEMLsXRVcolUcompleteB2B software · customer support softwarecommercial
Comparing Zendesk, Intercom, and Freshdesk for a fast-growing B2B tech company needing immediate deployment. Which one has the lowest total cost of ownership right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing Zendesk, Intercom, and Freshdesk for a fast-growing B2B tech company needing immediate deployment. Which one has the lowest total cost of ownership right now?
2 real searches · 1 real-search pass
Zendesk Suite pricing 2026 official pricing plans per agent monthly Freshdesk pricing official 2026 Intercom pricing Fin AI agent seat pricingGoogle ↗
OBSERVEDComparison
Zendesk vs Intercom vs Freshdesk total cost of ownership implementation onboarding AI usage pricing B2B SaaS 2026Google ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Zendesk Suite pricing 2026 official pricing plans per agent monthly Freshdesk pricing official 2026 Intercom pricing Fin AI agent seat pricing Google ↗
Zendesk vs Intercom vs Freshdesk total cost of ownership implementation onboarding AI usage pricing B2B SaaS 2026 Google ↗
- Freshdesk Customer Support Software Pricing & Plans · freshworks.com
- Zendesk Pricing Plans · zendesk.com
- Intercom Pricing · intercom.com
- Helpdesk Features and Comparison - Freshdesk · freshworks.com
- Help Desk Migration Made Easy: A Complete Guide · freshworks.com
- Pricing FAQs · intercom.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Zendesk Suite pricing 2026 official pricing plans per agent monthly Freshdesk pricing official 2026 Intercom pricing Fin AI agent seat pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Zendesk vs Intercom vs Freshdesk total cost of ownership implementation onboarding AI usage pricing B2B SaaS 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |