# Intercom vs Drift: which do AI models recommend for conversational mktg, October 2026

GTM AI Recommendation Index, October 2026 Edition, Conversational marketing platforms. Five of fourteen models named Intercom first on the direct prompt; one named Drift. Page: https://gtm-ai-index.com/marketing/conversational-marketing/intercom-vs-drift/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Intercom | 11% | #2 of 9 | 15% | 54 | 14 of 14 |
| Drift | 9% | #3 of 9 | 53% | 55 | 14 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: intercom first (first choices: Intercom) (alternatives: Crisp, HubSpot Breeze, HubSpot Marketing Hub, Qualified, Tidio, Zoho SalesIQ)
- Mistral Small: intercom first (first choices: Intercom) (alternatives: Qualified)
- Kimi K2: intercom first (first choices: Intercom, Qualified) (alternatives: Freshdesk)
- GLM 4.7 FlashX: intercom first (first choices: Intercom) (alternatives: Rework)
- Muse Glimmer 30B: intercom first (first choices: Intercom) (alternatives: Drift, Freshdesk Freshchat, HubSpot Chat, Qualified)
- Qwen 3.7 Flash: drift first (first choices: Drift) (alternatives: HubSpot Conversations, Intercom, Knock.ai, Wonderchat)
- GPT-5.4 mini: neither first, one named (first choices: HubSpot Marketing Hub) (alternatives: Drift, Qualified)
- Gemini 3.5 Flash: neither first, one named (first choices: HubSpot Marketing Hub) (alternatives: Intercom, Qualified, Salesforce Agentforce, Salesloft AI Chat)
- Perplexity Sonar: neither first, one named (first choices: HubSpot Marketing Hub) (alternatives: Drift)
- Grok 4.1 Fast: neither first, one named (first choices: HubSpot Marketing, HubSpot Service Hub) (alternatives: Intercom, Qualified)
- DeepSeek V4 Flash: neither first, one named (first choices: Freshchat) (alternatives: Intercom, Qualified)
- MiniMax M2.5: neither first, one named (first choices: Freshchat) (alternatives: Intercom)
- GPT-6 Luna: neither first, one named (first choices: HubSpot Conversations) (alternatives: Intercom, Qualified)
- Llama 4 Maverick: neither named (first choices: HubSpot Conversations) (alternatives: Genesys Cloud CX, Qualified)

## What the models said about Intercom

- "Top picks: Intercom (sales-focused), HubSpot (all-in-one CRM), Drift (conversational AI), Tidio/Zendesk (affordable multi-channel)." (Grok 4.1 Fast, scale prompt, first choice)
- "Choose Intercom if you need a single tool for both buyer-facing sales qualification and post-sale/support, with Fin AI deflection" (Muse Glimmer 30B, direct prompt, first choice)

## What the models said about Drift

- "the main one to be cautious about is Drift, because multiple recent sources say it is being sunset/wound down after Salesloft's acquisition" (Perplexity Sonar, negative prompt, hard negative)
- "A supply-chain attack in August 2025 exploited OAuth tokens issued to the Salesloft Drift integration with Salesforce and Google Workspace." (Muse Glimmer 30B, negative prompt, hard negative)
- "Drift, the long-time pioneer of this space, has been officially sunset by Clari + Salesloft... Do not purchase legacy Drift." (Gemini 3.5 Flash, scale prompt, hard negative)
- "Choose Drift (Salesloft/1Mind) or Qualified if you are a B2B enterprise company with active sales development representative (SDR) teams." (Gemini 3.5 Flash, comparative prompt, first choice)
- "Drift defined the modern "greet → qualify → book meeting" playbook... making it a go‑to for outbound‑oriented B2B teams." (GLM 4.7 FlashX, comparative prompt, first choice)
- "The gold standard for B2B pipeline acceleration, but premium pricing is a barrier for mid-market and smaller companies." (Kimi K2, comparative prompt, first choice)

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.