We asked 4 AI models to recommend the best AI chatbot for agencies. Here's what GPT-4.1, Gemini, Grok, and Llama agree on.
🏆 AI Consensus Winner: Drift — recommended by 1/4 models
🔴 AI Confidence: LOW — no clear winner
AI Consensus
These products were recommended by multiple AI models:
- Drift
- Intercom
- ManyChat
What Each AI Recommends
| Rank | GPT-4.1 | Gemini | Grok | Llama |
|---|---|---|---|---|
| 1 | Drift | Intercom | N/A | Dialogflow |
| 2 | Intercom | Drift | - | ManyChat |
| 3 | HubSpot Chatbot | HubSpot Service Hub | - | Chatfuel |
| 4 | ManyChat | Zendesk Answer Bot | - | MobileMonkey |
| 5 | Tidio | LivePerson | - | Intercom |
Best For Your Needs
- Best overall: Drift
- Best free option: HubSpot Chatbot
- Best for small teams: ManyChat
- Best for enterprises: Zendesk Answer Bot
Methodology
We asked each AI model: "What are the Best Ai Chatbot For Agencies? List your top 5 recommendations."
Models used: GPT-4.1 Nano (OpenAI), Gemini 2.5 Flash (Google), Grok 4.1 Fast (xAI), Llama 4 Scout (Meta). No web search was enabled — these are pure AI opinions based on training data.
The "AI Consensus" shows products mentioned by 2 or more models. The winner is the product that appears most frequently in the #1 position.