# Intercom vs CometChat: which do AI models recommend for in-app messaging, October 2026

GTM AI Recommendation Index, October 2026 Edition, In-app messaging and customer communications. Five of fourteen models named Intercom first on the direct prompt; zero named CometChat. Page: https://gtm-ai-index.com/customer/in-app-messaging-and-customer-communications/intercom-vs-cometchat/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Intercom | 21% | #1 of 15 | 17% | 47 | 13 of 14 |
| CometChat | 2% | #8 of 15 | 6% | 16 | 9 of 14 |

## The direct prompt, model by model

- GPT-5.4 mini: intercom first (first choices: Intercom) (alternatives: Appcues, Pendo)
- Gemini 3.5 Flash: intercom first (first choices: Intercom, Userpilot) (alternatives: Appcues, Front, Plain, Pylon, Userflow)
- Grok 4.1 Fast: intercom first (first choices: Intercom) (alternatives: CometChat, LiveChat, Sendbird, Zendesk)
- DeepSeek V4 Flash: intercom first (first choices: Intercom) (alternatives: Appcues, OneSignal, Userpilot)
- GLM 4.7 FlashX: intercom first (first choices: Intercom) (alternatives: Appcues, CleverTap, Userpilot)
- Claude Haiku 4.5: neither first, one named (alternatives: Front, Gleap, Helply, Intercom, Product Fruits)
- Kimi K2: neither first, one named (first choices: Appcues, Userpilot) (alternatives: Chameleon, Intercom)
- MiniMax M2.5: neither first, one named (first choices: Userpilot) (alternatives: Appcues, Chameleon, Intercom)
- GPT-6 Luna: neither first, one named (first choices: Userpilot) (alternatives: Appcues, Intercom, Pendo)
- Muse Glimmer 30B: neither first, one named (first choices: Appcues, Userpilot) (alternatives: Braze, Intercom, Pendo, Product Fruits)
- Perplexity Sonar: neither named (first choices: Appcues) (alternatives: Knock, OneSignal)
- Mistral Small: neither named (first choices: Knock) (alternatives: Appcues, OneSignal)
- Llama 4 Maverick: neither named (first choices: Knock, Respond.io)
- Qwen 3.7 Flash: neither named (first choices: Appcues) (alternatives: Chameleon, Pendo, UserGuiding, Userpilot)

## What the models said about Intercom

- "What I'd Avoid for Mid-Market B2B: - Intercom: Pricing tied to MAUs/contacts scales unpredictably" (Kimi K2, paraphrase prompt, hard negative)
- "Intercom is notorious for pricing startups out with seat-based and volume-based AI pricing" (Gemini 3.5 Flash, budget prompt, hard negative)
- "Intercom (The Gold Standard for In-App Chat) ... It remains the absolute best conversational tool for B2B SaaS, despite its premium price tag." (Gemini 3.5 Flash, direct prompt, first choice)

## What the models said about CometChat

- "CometChat, for instance, has a steep jump from its free tier (limited to 100 users) to a minimum paid tier of around $299/month" (Gemini 3.5 Flash, negative prompt, soft negative)
- "For user-to-user chat integration (MVP): Go with CometChat." (Gemini 3.5 Flash, budget prompt, first choice)
- "→ Sendbird, Stream, or CometChat" (DeepSeek V4 Flash, comparative prompt, first choice)
- "Their "Builder" plan is free forever for development/testing and includes up to 100 users with full features." (Qwen 3.7 Flash, 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.