# Customer support and helpdesk for small business 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 a small B2B company. Page: https://www.gane.ai/index/gtm/customer/customer-support-helpdesk/2026-10/smb

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since.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/smb/index.md

**Standing:** Freshdesk leads with 31% of first choices; verdict contested. 61 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Freshdesk](https://www.gane.ai/index/gtm/vendors/freshdesk/index.md) | 31% | 8% | 71 |
| 2 | [Zoho Desk](https://www.gane.ai/index/gtm/vendors/zoho-desk/index.md) | 25% | 2% | 54 |
| 3 | [Help Scout](https://www.gane.ai/index/gtm/vendors/help-scout/index.md) | 20% | 3% | 61 |
| 4 | [HubSpot Service Hub](https://www.gane.ai/index/gtm/vendors/hubspot-service-hub/index.md) | 5% | 10% | 31 |
| 5 | [TeamSupport](https://www.gane.ai/index/gtm/vendors/teamsupport/index.md) | 5% | 0% | 12 |
| 8 | [Zendesk Support Suite](https://www.gane.ai/index/gtm/vendors/zendesk-support-suite/index.md) | 3% | 56% | 55 |
| 9 | [Intercom](https://www.gane.ai/index/gtm/vendors/intercom/index.md) | 2% | 33% | 36 |
| 12 | [Hiver](https://www.gane.ai/index/gtm/vendors/hiver/index.md) | 0% | 0% | 13 |
| 13 | [Front](https://www.gane.ai/index/gtm/vendors/front/index.md) | 0% | 0% | 10 |
| 14 | [Tidio](https://www.gane.ai/index/gtm/vendors/tidio/index.md) | 0% | 10% | 10 |
| 15 | [Gorgias](https://www.gane.ai/index/gtm/vendors/gorgias/index.md) | 0% | 9% | 11 |
| 51 | [Salesforce Service Cloud](https://www.gane.ai/index/gtm/vendors/salesforce-service-cloud/index.md) | 0% | 100% | 15 |

Rank is by share of first choices among all 51 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: Freshdesk, HubSpot Service Hub; alternatives Help Scout, Intercom, Zendesk Support Suite
- GPT-5.4 mini: Intercom; alternatives Freshdesk, Help Scout
- Gemini 3.5 Flash: Help Scout; alternatives Freshdesk, Front, Hiver, HubSpot Service Hub
- Perplexity Sonar: Help Scout; alternatives Freshdesk, HubSpot Service Hub, Plain
- Grok 4.20: Freshdesk, Zoho Desk; alternatives Front, Help Scout, Pylon
- Mistral Small: Zendesk Support Suite; alternatives Freshdesk, Pylon, Zoho Desk
- DeepSeek V4 Flash: Freshdesk; alternatives Help Scout, HubSpot Service Hub, Pylon, Zoho Desk
- Llama 4 Maverick: no first choice; alternatives HappyFox, Help Scout, Plain, TeamSupport
- Qwen 3.7 Flash: Help Scout; alternatives Freshdesk, HubSpot Service Hub, Plain.com
- Kimi K2: Freshdesk; alternatives Help Scout, Zoho Desk
- GLM 4.7 FlashX: Freshdesk; alternatives Help Scout, Helply, Zendesk Support Suite, Zoho Desk
- MiniMax M2.5: TeamSupport; alternatives Help Scout, Zendesk Support Suite
- GPT-6 Luna: Help Scout; alternatives Front, Intercom, Zendesk Support Suite
- Muse Glimmer 30B: Plain, Pylon; alternatives Freshdesk, Help Scout, HubSpot Service Hub, Zoho Desk

## Sources the answers cite

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

- helpdesk.com: 48 answers, 67 citations
- intercom.com: 42 answers, 71 citations
- capterra.com: 38 answers, 55 citations
- freshworks.com: 33 answers, 64 citations
- zendesk.com: 25 answers, 33 citations
- cloudtalk.io: 23 answers, 24 citations
- learn.g2.com: 22 answers, 22 citations
- tech.co: 18 answers, 18 citations

Pages named in the most answers:

- https://helpdesk.com/blog/best-customer-service-software (31 answers)
- https://helpdesk.com/learn/top-help-desk-softwares (31 answers)
- https://intercom.com/learning-center/best-help-desk-small-business (29 answers)
- https://capterra.com/resources/best-help-desk-software-small-business (24 answers)
- https://intercom.com/learning-center/best-help-desk-software (24 answers)
- https://cloudtalk.io/blog/the-most-comprehensive-comparison-of-helpdesk-software-for-2022 (23 answers)
- https://freshworks.com/helpdesk/software (22 answers)
- https://tech.co/crm-software/best-helpdesk-software (18 answers)
- https://voximplant.com/blog/top-customer-support-services-2024 (18 answers)
- https://freshworks.com/helpdesk/software/small-business (16 answers)

## Warned against

- Salesforce Service Cloud: 15 of 15 labels negative. "Extremely complex CRM-tied platform with massive implementation costs... poor ROI for simple helpdesk needs" (Grok 4.20, negative prompt)
- Zendesk Support Suite: 31 of 55 labels negative. "Users have reported they wouldn't recommend Zendesk to small or medium businesses, noting it comes with a steep price tag" (Claude Haiku 4.5, negative prompt)
- Intercom: 12 of 36 labels negative. "Expensive usage-based or seat pricing... Small businesses report it feels premium without proportional value" (Grok 4.20, negative prompt)
- Jira Service Management: 5 of 7 labels negative. "It's not ideal for small, non-technical teams, with reviewers citing complex setup and configuration" (Claude Haiku 4.5, negative prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Freshdesk at 34%.

- Help Scout: 24% to 17%, −7. Inside the floor by 4 points · rank 3 of 51, unchanged.
- Freshdesk: 36% to 34%, −2. Inside the floor by 9 points · rank 1 of 51, unchanged.
- HubSpot Service Hub: 4% to 6%, +2. Inside the floor by 9 points · rank 4 of 51, unchanged.
- TeamSupport: 4% to 6%, +2. Inside the floor by 9 points · rank 6 → 5 of 51.
- Zendesk Support Suite: 2% to 4%, +2. Inside the floor by 9 points · rank 7 → 6 of 51.
- Intercom: 0% to 2%, +2. Inside the floor by 9 points · rank 52 → 7 of 51.
- Zoho Desk: 26% to 25%, −1. Inside the floor by 10 points · rank 2 of 51, unchanged.
- Hiver: 0% to 0%, ±0. Inside the floor by 11 points · rank 8 → 12 of 51.
- Front: 0% to 0%, ±0. Inside the floor by 11 points · rank 9 → 13 of 51.
- Tidio: 0% to 0%, ±0. Inside the floor by 11 points · rank 10 → 14 of 51.
- Gorgias: 0% to 0%, ±0. Inside the floor by 11 points · rank 17 → 16 of 51.
- Salesforce Service Cloud: 0% to 0%, ±0. Inside the floor by 11 points · rank 53 → 51 of 51.

## 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.