How form replay works (and why it is a big deal)

Ali Elgammal96 words
Diagram showing a chatbot observing, planning, and replaying a web form interaction

You already have working flows on your site: booking, checkout, cancellation, reschedule, upgrade.

Your users already know how to use them.

Form replay lets a chatbot use them too — without you exposing a new API, rewriting your frontend, or trusting an LLM to click buttons directly.

Instead of building a parallel integration surface, we learn how your existing form behaves, turn that into a replay plan, and then mechanically drive the form in the browser while the LLM stays in charge of language only.

Related: Introducing MimicBot — chatbots that actually do things.

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