From isolated actions to understandable behavior
A single click rarely explains what someone is trying to accomplish. A sequence of actions is more useful:- The user opens the integration settings.
- They select a data provider.
- They return to the same setup page several times.
- No successful connection is detected.
Autoplay MCP is the brain that turns live activity into an onboarding-aware support experience.
Give your support agent live product context
Once the user opens your existing support agent, Autoplay MCP gives it an understanding of what the user has tried, what they have not tried, and where they are in the workflow. The conversation can begin with the right next step instead of asking the user to start from the beginning. Autoplay MCP is the brain that makes the existing support agent an onboarding agent. It gives the agent a consistent way to ask questions such as:- What has this user done recently?
- Which onboarding workflow are they completing?
- What have they already finished?
- What is the most relevant next step?
- Is there a visual tour that can guide them through it?
This means the support agent can respond to “Why isn’t my integration working?” with awareness of the setup steps the user has already taken. It can explain the relevant next action or launch visual guidance without asking the user to reconstruct their journey.
Why this matters
Without live activity, even a capable support agent has to rely on what the user remembers to describe. With Autoplay, it can understand the immediate situation and provide help that matches the user’s actual journey. At this stage, Autoplay understands what happened. The next step gives that behavior meaning by defining what a successful journey should look like.Next: Define the onboarding objective
Define what different users should learn and what successful progress looks like.