The moment a prospect raises an objection in a LinkedIn conversation is the moment most AI outreach tools stop being useful.
They helped you get the response. Now you are on your own.
Vaunzo's T2 coaching panel was built specifically for this moment.
What the coaching panel shows
When a rep opens an active LinkedIn conversation in the Vaunzo sidebar, the T2 engine analyzes the thread and surfaces two things:
Framework pill grid. A visual representation of which elements of the rep's chosen sales framework have been addressed in the conversation and which have not. If the rep is running MEDDIC and has not established economic buyer or decision criteria yet, that shows up.
Objection amber block. If the prospect's most recent message contains an objection around timing, budget, relevance, or authority, T2 classifies the objection type and surfaces context on how to handle it.
The objection context is drawn from the ICP configuration, which includes a field for common objections specific to that product and customer profile. The coaching is tailored to what the rep actually sells.
This is not automation
The coaching panel does not write the reply automatically. It gives the rep the intelligence to write a better reply themselves.
The rep still decides what to say and when to send it. Vaunzo is the senior AE looking over their shoulder, not the bot sending messages on their behalf.
This distinction matters for both outreach quality and LinkedIn compliance. Human judgment in the send decision is a feature, not a limitation.