# Chatbots and conversational AI for support: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "customer support chatbot platform" and as "conversational AI tool for customer service", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/gtm/customer/chatbots-and-conversational-ai-for-support/2026-11

**Standing:** Intercom Fin AI Agent leads with 52% of first choices; verdict clear leader. 48 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Intercom Fin AI Agent](https://www.gane.ai/index/gtm/vendors/intercom-fin-ai-agent/index.md) | 52% | 7% | 54 |
| 2 | [Tidio](https://www.gane.ai/index/gtm/vendors/tidio/index.md) | 19% | 6% | 35 |
| 4 | [Freshdesk](https://www.gane.ai/index/gtm/vendors/freshdesk/index.md) | 4% | 0% | 20 |
| 5 | [Zendesk AI](https://www.gane.ai/index/gtm/vendors/zendesk-ai/index.md) | 2% | 10% | 40 |
| 6 | [Freshchat](https://www.gane.ai/index/gtm/vendors/freshchat/index.md) | 2% | 0% | 11 |
| 13 | [Ada](https://www.gane.ai/index/gtm/vendors/ada/index.md) | 0% | 9% | 23 |
| 14 | [HubSpot Service Hub](https://www.gane.ai/index/gtm/vendors/hubspot-service-hub/index.md) | 0% | 0% | 15 |
| 15 | [Chatbase](https://www.gane.ai/index/gtm/vendors/chatbase/index.md) | 0% | 14% | 14 |
| 19 | [Botpress](https://www.gane.ai/index/gtm/vendors/botpress/index.md) | 0% | 18% | 11 |
| 91 | [Drift](https://www.gane.ai/index/gtm/vendors/drift/index.md) | 0% | 41% | 17 |

Rank is by share of first choices among all 113 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: TeamSupport; alternatives Freshdesk, Halo AI, Intercom Fin AI Agent
- GPT-5.4 mini: Intercom Fin AI Agent; alternatives Ada, Zendesk AI
- Gemini 3.5 Flash: Intercom Fin AI Agent; alternatives Ada, Plain, Pylon, Zendesk AI
- Perplexity Sonar: Intercom Fin AI Agent; alternatives Freshchat, Freshdesk, HubSpot Service Hub, TeamSupport
- Grok 4.20: Intercom Fin AI Agent; alternatives Freshchat, HubSpot Service Hub, Zendesk AI
- Mistral Small: Freshchat, Intercom Fin AI Agent; alternatives Botpress, Drift, Zendesk AI
- DeepSeek V4 Flash: Intercom Fin AI Agent; alternatives Freshchat, Freshdesk, TeamSupport, Zendesk AI
- Llama 4 Maverick: Intercom Fin AI Agent; alternatives Drift, TeamSupport, Tidio
- Qwen 3.7 Flash: Intercom Fin AI Agent; alternatives Kayako, Pylon, Salesforce Service Cloud, Zendesk AI
- Kimi K2: Intercom Fin AI Agent; alternatives Ada, Freshdesk, Zendesk AI
- GLM 4.7 FlashX: Intercom Fin AI Agent; alternatives Freshdesk
- MiniMax M2.5: Freshdesk, Intercom Fin AI Agent; alternatives TeamSupport
- GPT-6 Luna: Intercom Fin AI Agent; alternatives Agentforce for Service, HubSpot Service Hub, Zendesk AI
- Muse Glimmer 30B: Intercom Fin AI Agent; alternatives Ada CX, Fini, Pylon, Zendesk AI

## 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:

- capterra.com: 28 answers, 40 citations
- sobot.io: 22 answers, 32 citations
- intercom.com: 15 answers, 38 citations
- tidio.com: 14 answers, 22 citations
- chatbase.co: 14 answers, 19 citations
- zendesk.com: 14 answers, 19 citations
- g2.com: 12 answers, 15 citations
- chatimize.com: 12 answers, 14 citations

Pages named in the most answers:

- https://capterra.com/resources/customer-service-chatbot-platforms (16 answers)
- https://chatimize.com/chatbot-platform-comparison (12 answers)
- https://chatbots.org/best-customer-service-chatbot-tools (10 answers)
- https://fitsmallbusiness.com/best-ai-chatbots-for-customer-service (8 answers)
- https://albato.com/blog/publications/best-ai-chatbots-customer-service (7 answers)
- https://capterra.com/resources/best-chatbot-software (7 answers)
- https://chatbase.co/blog/affordable-customer-service-software (7 answers)
- https://intercom.com/pricing (7 answers)
- https://teamsupport.com/best-ai-chatbots-customer-support-2026 (7 answers)
- https://aimultiple.com/chatbot-companies (6 answers)

## Warned against

- Drift: 7 of 17 labels negative. "Avoid Drift/Qualified for *support* — they're now primarily sales/conversational marketing tools" (Kimi K2, direct prompt)
- Intercom Fin AI Agent: 4 of 54 labels negative. "Why to Avoid: This creates a "mystery bill." It is very difficult to forecast monthly costs" (GLM 4.7 FlashX, negative prompt)
- Zendesk AI: 4 of 40 labels negative. "Platforms with Notable Red Flags ... Zendesk - Issues: Ironically has "worst customer support" according to user reviews" (Kimi K2, negative prompt)
- BotStar: 2 of 2 labels negative. "BotStar (G2 ~3.4/5 with complaints of "worst support ever" and too many issues)" (Grok 4.20, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Intercom Fin AI Agent at 52%.

- Intercom Fin AI Agent: 41% to 52%, +11. Cleared the floor by 0 points · rank 1 of 113, unchanged.
- Tidio: 14% to 19%, +5. Inside the floor by 6 points · rank 2 of 113, unchanged.
- Zendesk AI: 4% to 2%, −2. Inside the floor by 9 points · rank 5 of 113, unchanged.
- Ada: 2% to 0%, −2. Inside the floor by 9 points · rank 9 → 13 of 113.
- Freshdesk: 4% to 4%, ±0. Inside the floor by 11 points · rank 6 → 4 of 113.
- Freshchat: 2% to 2%, ±0. Inside the floor by 11 points · rank 10 → 6 of 113.
- HubSpot Service Hub: 0% to 0%, ±0. Inside the floor by 11 points · rank 24 → 14 of 113.
- Chatbase: 0% to 0%, ±0. Inside the floor by 11 points · rank 22 → 15 of 113.
- Botpress: 0% to 0%, ±0. Inside the floor by 11 points · rank 19 of 113, unchanged.
- Drift: 0% to 0%, ±0. Inside the floor by 11 points · rank 20 → 91 of 113.

## Record

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