# Customer support and helpdesk for enterprise buyers: what AI models recommend, October 2026

Gane Index, October 2026 Edition. Asked as "customer support and helpdesk platform" and as "helpdesk and customer support software", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/gtm/customer/customer-support-helpdesk/2026-10/enterprise

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/gtm/customer/customer-support-helpdesk/enterprise/index.md

**Standing:** Zendesk Support Suite leads with 49% of first choices; verdict clear leader. 57 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Zendesk Support Suite](https://www.gane.ai/index/gtm/vendors/zendesk-support-suite/index.md) | 49% | 19% | 74 |
| 2 | [Salesforce Service Cloud](https://www.gane.ai/index/gtm/vendors/salesforce-service-cloud/index.md) | 14% | 25% | 65 |
| 3 | [Jira Service Management](https://www.gane.ai/index/gtm/vendors/jira-service-management/index.md) | 5% | 5% | 22 |
| 4 | [ServiceNow](https://www.gane.ai/index/gtm/vendors/servicenow/index.md) | 5% | 25% | 32 |
| 6 | [Freshdesk](https://www.gane.ai/index/gtm/vendors/freshdesk/index.md) | 4% | 26% | 42 |
| 7 | [ServiceNow Customer Service Management](https://www.gane.ai/index/gtm/vendors/servicenow-customer-service-management/index.md) | 2% | 18% | 22 |
| 11 | [Zoho Desk](https://www.gane.ai/index/gtm/vendors/zoho-desk/index.md) | 2% | 29% | 14 |
| 17 | [Freshservice](https://www.gane.ai/index/gtm/vendors/freshservice/index.md) | 0% | 0% | 11 |
| 18 | [Intercom](https://www.gane.ai/index/gtm/vendors/intercom/index.md) | 0% | 32% | 37 |
| 54 | [Front](https://www.gane.ai/index/gtm/vendors/front/index.md) | 0% | 45% | 11 |

Rank is by share of first choices among all 61 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Zendesk Support Suite; alternatives Atlassian Jira Service Management, Freshdesk, HubSpot Service Hub, Salesforce Service Cloud
- GPT-5.4 mini: Zendesk Support Suite; alternatives Salesforce Service Cloud, ServiceNow
- Gemini 3.5 Flash: Pylon; alternatives DevRev, Front, Jira Service Management, Salesforce Service Cloud
- Perplexity Sonar: Zendesk Support Suite; alternatives Front, Salesforce Service Cloud, TeamSupport
- Grok 4.20: Salesforce Service Cloud; alternatives Microsoft Dynamics 365 Customer Service, Oracle CX Service, Pegasystems, ServiceNow Customer Service Management
- Mistral Small: Salesforce Service Cloud; alternatives Intercom, SAP Service Cloud, Zendesk Support Suite
- DeepSeek V4 Flash: Zendesk Support Suite; alternatives Freshdesk, Front, Intercom, Salesforce Service Cloud
- Llama 4 Maverick: Help Scout, TeamSupport, Zendesk Support Suite
- Qwen 3.7 Flash: Zendesk Support Suite; alternatives Intercom, Microsoft Dynamics 365 Customer Service, Salesforce Service Cloud
- Kimi K2: Salesforce Service Cloud, Zendesk Support Suite; alternatives Freshdesk, Intercom
- GLM 4.7 FlashX: TeamSupport; alternatives Freshdesk, Salesforce Service Cloud, ServiceNow Customer Service Management, Zendesk Support Suite
- MiniMax M2.5: TeamSupport, Zendesk Support Suite; alternatives SAP Service Cloud, Salesforce Service Cloud
- GPT-6 Luna: Salesforce Service Cloud, Zendesk Support Suite; alternatives Intercom, ServiceNow Customer Service Management
- Muse Glimmer 30B: Zendesk Support Suite; alternatives Plain, Pylon, Salesforce Service Cloud

## Sources the answers cite

80 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- intercom.com: 42 answers, 46 citations
- helpdesk.com: 39 answers, 53 citations
- freshworks.com: 34 answers, 52 citations
- hiverhq.com: 34 answers, 38 citations
- getmacha.com: 32 answers, 42 citations
- learn.g2.com: 32 answers, 42 citations
- plain.com: 27 answers, 43 citations
- zendesk.com: 25 answers, 33 citations

Pages named in the most answers:

- https://intercom.com/learning-center/best-help-desk-software (28 answers)
- https://freshworks.com/helpdesk/enterprise (27 answers)
- https://getmacha.com/blog/best-enterprise-help-desk-software (27 answers)
- https://helpdesk.com/learn/top-help-desk-softwares (25 answers)
- https://happyfox.com/helpdesk/use-cases/customer-service-software-solutions (24 answers)
- https://hiverhq.com/blog/enterprise-helpdesk-software (23 answers)
- https://plain.com/blog/customer-support-software (20 answers)
- https://helpdesk.com/blog/best-customer-service-software (19 answers)
- https://kustomer.com/resources/blog/enterprise-help-desk-software (19 answers)
- https://learn.g2.com/best-help-desk-software (18 answers)

## Warned against

- Salesforce Service Cloud: 16 of 65 labels negative. "$195–$550/user/month; Digital Engagement adds another $75/user" (Kimi K2, budget prompt)
- Intercom: 12 of 37 labels negative. "flag Intercom, HubSpot Service Hub, LiveAgent, and in some cases Front/Kayako as tools to avoid" (Perplexity Sonar, negative prompt)
- Zendesk Support Suite: 14 of 74 labels negative. "$115–$169+/agent/month; AI copilot is a $50/agent add-on; enterprise pricing is quote-only" (Kimi K2, budget prompt)
- Freshdesk: 11 of 42 labels negative. "Why to avoid: Built for SMBs with simple workflows. At enterprise scale, ticket routing, ownership, and SLA tracking can become messy" (GLM 4.7 FlashX, negative prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Zendesk Support Suite at 52%.

- Freshdesk: 10% to 0%, −10. Inside the floor by 1 point · rank 3 → 14 of 56.
- Jira Service Management: 2% to 6%, +4. Inside the floor by 7 points · rank 8 → 3 of 56.
- ServiceNow: 2% to 6%, +4. Inside the floor by 7 points · rank 6 → 4 of 56.
- Salesforce Service Cloud: 14% to 12%, −2. Inside the floor by 9 points · rank 2 of 56, unchanged.
- Zoho Desk: 0% to 2%, +2. Inside the floor by 9 points · rank 23 → 8 of 56.
- Kustomer: 2% to 0%, −2. Inside the floor by 9 points · rank 7 → 17 of 56.
- Zendesk Support Suite: 53% to 52%, −1. Inside the floor by 10 points · rank 1 of 56, unchanged.
- ServiceNow Customer Service Management: 2% to 2%, ±0. Inside the floor by 11 points · rank 5 → 6 of 56.
- Intercom: 0% to 0%, ±0. Inside the floor by 11 points · rank 21 → 16 of 56.
- HubSpot Service Hub: 0% to 0%, ±0. Inside the floor by 11 points · rank 16 → 18 of 56.

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, October 2026 Edition, www.gane.ai/index/gtm.