# Zoho Desk vs Help Scout: which do AI models recommend for helpdesk, October 2026

GTM AI Recommendation Index, October 2026 Edition, Customer support and helpdesk. Zero of fourteen models named Zoho Desk first on the direct prompt; zero named Help Scout. Page: https://gtm-ai-index.com/customer/customer-support-helpdesk/zoho-desk-vs-help-scout/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Zoho Desk | 12% | #4 of 11 | 0% | 36 | 14 of 14 |
| Help Scout | 2% | #6 of 11 | 8% | 36 | 12 of 14 |

## The direct prompt, model by model

- Grok 4.1 Fast: neither first, one named (first choices: Freshdesk) (alternatives: Help Scout, Salesforce Service Cloud, Zendesk Support Suite, Zoho Desk)
- GLM 4.7 FlashX: neither first, one named (first choices: Freshdesk, Zendesk for Customer Service) (alternatives: Front, Help Scout, HubSpot Service Hub, Zoho Desk)
- MiniMax M2.5: neither first, one named (first choices: TeamSupport, Zendesk Support Suite) (alternatives: Freshdesk, Help Scout, Intercom)
- Claude Haiku 4.5: neither named (first choices: Zendesk Support Suite) (alternatives: Freshdesk, Plain, TeamSupport)
- GPT-5.4 mini: neither named (first choices: Zendesk Support Suite) (alternatives: Freshdesk, HubSpot Service Hub, Intercom, Salesforce Service Cloud)
- Gemini 3.5 Flash: neither named (first choices: Zendesk Support Suite) (alternatives: ClearFeed, Freshdesk, Front, HubSpot Service Hub, Intercom)
- Perplexity Sonar: neither named (first choices: Zendesk Support Suite) (alternatives: Freshdesk, Front, HubSpot Service Hub, Plain, TeamSupport)
- Mistral Small: neither named (first choices: Freshdesk, Zendesk Support Suite) (alternatives: HubSpot Service Hub, TeamSupport)
- DeepSeek V4 Flash: neither named (first choices: Freshdesk) (alternatives: Front, Intercom, Zendesk Support Suite)
- Llama 4 Maverick: neither named (first choices: Plain) (alternatives: Freshdesk, TeamSupport)
- Qwen 3.7 Flash: neither named (first choices: Zendesk Support Suite) (alternatives: HubSpot Service Hub, Intercom, Salesforce Service Cloud)
- Kimi K2: neither named (first choices: TeamSupport, Zendesk Support Suite) (alternatives: Freshdesk, HubSpot Service Hub)
- GPT-6 Luna: neither named (first choices: Zendesk Support Suite) (alternatives: Freshdesk, HubSpot Service Hub, Intercom)
- Muse Glimmer 30B: neither named (first choices: Freshdesk, Pylon) (alternatives: Plain, Zendesk Support Suite)

## What the models said about Zoho Desk

- "The best overall value for a small to medium-sized business (SMB) that needs to handle multiple support channels." (GLM 4.7 FlashX, budget prompt, first choice)
- "Best Overall Value (SaaS): Zoho Desk ... the most robust hosted helpdesk you can get for the lowest price" (Gemini 3.5 Flash, budget prompt, first choice)
- "More affordable at scale, AI included in price, better for Zoho ecosystem users" (Kimi K2, negative prompt, first choice)

## What the models said about Help Scout

- "good if ease of use matters most, but its starting price is higher at about $25/user/month" (Perplexity Sonar, budget prompt, soft negative)
- "You have likely outgrown simple shared inbox tools (like basic Gmail or entry-tier Help Scout)" (Gemini 3.5 Flash, scale prompt, soft negative)
- "Help Scout (Watch for performance and billing)" (Grok 4.1 Fast, negative prompt, soft negative)
- "For the most features at a reasonable cost, Help Scout or Freshdesk are excellent choices." (Claude Haiku 4.5, budget prompt, first choice)
- "Help Scout is a good mid-range option for teams wanting a balance between price and functionality." (Mistral Small, budget prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.