Drift is a conversational-marketing platform built around sales pipeline and routing, with chat as the front door. If you want an AI assistant grounded in your own content — answering with citations, taking actions via MCP, and asking for human approval — without a heavy marketing suite, here is the honest comparison.
Quick comparison
| Tool | Best for | Starting price | Agent mode | MCP tools |
|---|---|---|---|---|
| Drift | Conversational marketing | Enterprise | Add-on | Limited |
| AIML.chat | Agent team + MCP | Free → $19/mo | Yes | Yes |
| Intercom | Full support suite | Per-seat | Add-on | Limited |
1. AIML.chat — the focused alternative
Drift shines for outbound and ABM teams who want to route hot leads to reps in real time. AIML.chat is the content-grounded AI layer — a Support agent that answers from your docs with citations, a Sales agent that qualifies leads, and tool-calling agents that act through the Model Context Protocol (MCP), pausing for human approval before any write. It's the right tool when the job is "answer accurately and capture the lead," not "run a full conversational-marketing motion."
On cost, Drift targets enterprise pricing; AIML.chat starts on a real free tier (100 messages a month, one website), with Pro at $19/month for 2,000 messages, an open-source widget under 30KB gzipped, and a one-line WordPress plugin.
2. Intercom
Intercom is a broader support-and-messaging suite with its Fin AI agent; see our Intercom alternative.
3. Chatbase
For a simple single bot, Chatbase is lighter; see our Chatbase alternative.
Who should use what
Running outbound ABM and live rep routing? Drift fits. Need a full support suite? Intercom. Want a content-grounded AI agent with lead capture, MCP tools, and a free tier? AIML.chat.
Is AIML.chat a marketing-automation platform like Drift?+
No. It's a content-grounded AI assistant with lead capture and tool actions — focused on answering accurately and capturing interest, not running full ABM workflows.
Is there a free plan?+
Yes — 100 messages a month and one website on the free tier. See pricing.
Does it capture leads?+
Yes. When it can't fully answer, it can capture the visitor's email, and via MCP it can log to your CRM with human approval.