Outpero

How do I tell which leads are hot after an AI call?

Short answer

A lead is hot after an AI call when its structured answers meet your rule — for example, budget in range, a timeline within weeks, and agreement to a next step such as a visit or demo. Sentiment and the summary support that judgement but should not replace it. Write the rule down, have the agent capture the fields it needs, and route matching leads to a person immediately.

Signals that a lead is hot

SignalStrengthHow it is captured
Agreed to a visit, demo or appointmentStrongBooking field or calendar event
Timeline within a monthStrongTimeline field
Budget within your rangeStrongBudget band field
Asked detailed questions — price, location, documentsMediumTranscript and summary
Positive sentimentSupportingSentiment tag
Asked for a person to callMedium to strongNeeds-a-person flag

Write a simple rule

A rule everyone agrees on beats intuition. A real estate team might say: budget within ₹10 lakh of the project price, possession need within six months and a site visit booked equals hot. A coaching institute might say: target exam this year, batch timing works, parent agreed to a counselling session.

Check the rule against real calls. Listen to ten leads it marked hot and ten it marked cold; if the hot ones are not buyers, or the cold ones clearly were, adjust one threshold, such as the timeline window, rather than rewriting the script. Recheck every month, because campaign mix and seasons change what hot looks like.

Why sentiment alone misleads

Polite callers sound positive and buy nothing; busy callers sound curt and buy the next week. Use sentiment to find calls worth a closer look, not to rank leads on its own.

Route hot leads fast

  • —Send hot leads to a named person with an alert, not to a shared inbox.
  • —Set a same-day callback target and measure it.
  • —Pass the summary along so the callback does not repeat the questions.
  • —Review a sample of ‘warm’ leads monthly to check the rule is not missing real buyers.
In Outpero

Custom fields, sentiment and the summary for every call appear in the leads database, where you can filter and export them, and go to your webhook so your CRM can apply your scoring rule and alert the team as soon as the call ends.

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