# Intercom vs Qualified: 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 Qualified. Page: https://gtm-ai-index.com/marketing/conversational-marketing/intercom-vs-qualified/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Intercom | 11% | #2 of 9 | 15% | 54 | 14 of 14 |
| Qualified | 8% | #4 of 9 | 6% | 33 | 13 of 14 |

## The direct prompt, model by model

- Kimi K2: both first (first choices: Intercom, Qualified) (alternatives: Freshdesk)
- 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)
- 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)
- 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)
- 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)
- Llama 4 Maverick: neither first, one named (first choices: HubSpot Conversations) (alternatives: Genesys Cloud CX, Qualified)
- Qwen 3.7 Flash: neither first, one named (first choices: Drift) (alternatives: HubSpot Conversations, Intercom, Knock.ai, Wonderchat)
- 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)
- Perplexity Sonar: neither named (first choices: HubSpot Marketing Hub) (alternatives: Drift)

## 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 Qualified

- "Qualified, another major B2B player, was acquired by Salesforce. Its conversational AI capabilities (formerly "Piper") are now integrated directly into Salesforce's Agentforce." (Gemini 3.5 Flash, scale prompt, soft negative)
- "More expensive (quote-based, starting around $40K-68K/year)" (GLM 4.7 FlashX, direct prompt, soft negative)
- "with Qualified as the default choice if your primary goal is *more meetings and sales-qualified conversations*" (Perplexity Sonar, paraphrase prompt, first choice)
- "For mid-sized companies specifically, Drift or Qualified are typically the strongest choices" (Claude Haiku 4.5, paraphrase prompt, first choice)
- "if you need pipeline chat and visitor de-anonymization, a Drift/Qualified-type engine fits" (Muse Glimmer 30B, 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.