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Explainer · 7 min read

What is conversation intelligence?

The short answer

Conversation intelligence is software that records your team's sales calls, turns them into searchable transcripts and analyses them after they end. Managers use it to coach calls they couldn't join, and leaders use it to spot patterns and risk across many deals. Revenue intelligence usually means the same call data joined with the rest of your sales data to judge deals and forecasts. Real-time coaching does a different job: it helps the rep during the call itself.

Updated October 31, 2026 · By Landon Hobbs, founder of Veracity
ON EVERY CALLThe call is recorded

A bot joins the meeting, or the tool connects to your meeting app or phone system and records from there.

AFTER THE CALLSoftware reads it

The recording becomes a transcript, with topics, questions, next steps and who talked how much tagged on it.

ACROSS MANY CALLSThe team sees patterns

Managers and leaders search the calls, pick moments to coach and see which deals look at risk.

How conversation intelligence works, in general terms. Each product does these steps its own way.
01 / What it tracks

What does conversation intelligence track?

Once a call is a transcript, software can search it and count things in it. Most tools look for some version of these:

  • What the buyer said. Search every call for a competitor's name, a budget freeze or a phrase buyers keep using.
  • Talk and listen balance. How much of the call the rep spent talking, and how much room the buyer got.
  • The questions asked. How many the rep asked, and where in the call they came.
  • Moments worth replaying. Objections, next steps and topics, marked on the recording so a manager can jump straight to them.
  • Signs about the deal. Calls that ended with no next step, or deals that have gone quiet.

The value grows with the number of calls. One recording tells you what happened on that call. A few hundred start to show what your best reps do that the rest of the team doesn't.

02 / Who uses it

Who uses conversation intelligence, and for what?

Mostly the people who weren't on the call. That is what a recording is for.

What they use it forThe question it answers
Sales managersReviewing calls they couldn't join, and picking the moments to coachWhat should this rep do differently next time?
Sales leadersPatterns across the team's calls, and deals that look at riskWhich deals are slipping, and why?
New hiresA library of real calls to learn from before their ownWhat does a good call sound like here?
The rep who ran the callReplaying a moment, or finding the buyer's exact words to quote back laterWhat exactly did they say?

The rep gets the least from it in the moment. By the time anyone opens the recording, the call is over.

03 / Revenue intelligence

Is revenue intelligence the same thing?

Close, and the two are often sold together. Conversation intelligence starts from the calls. Revenue intelligence usually adds the rest of a deal's trail, like emails, meetings and the records in your CRM, so it can judge how healthy each deal is and help leaders forecast the quarter.

So when a product calls itself a revenue platform, call recording is usually one part of it, with forecasting and pipeline reviews built on top. For one example next to a live coach, see Veracity vs Gong.

04 / Versus real-time coaching

How is it different from real-time coaching?

Conversation intelligence looks back across many calls. Real-time coaching works inside one call, on the rep's screen, while the buyer is still talking. One shapes the manager's next coaching session. The other changes the question the rep asks next.

Conversation intelligenceReal-time coaching
Works fromRecordings of calls that already happenedThe call happening now
Main readerThe manager, after the callThe rep, mid-sentence
Good atPatterns across hundreds of callsThe next question on this one
What is keptRecordings and transcripts, stored to search laterDepends on the tool; Veracity never saves the audio
In the meetingOften a recording bot in the attendee listWith Veracity, nothing joins the meeting
Real-time coaching, recorded in the Veracity app. While the buyer is still answering, the question card upgrades in place with what they just said, highlighted.

A recording keeps a moment like that one so a manager can find it on Friday. A live coach puts the better question on the rep's screen while the buyer is still explaining. More on how that works: what is real-time sales coaching?

05 / Which one you need

When does a team want each one?

Start from who needs the help, and when they need it.

Conversation intelligence fits when
  • Managers coach from recordings because they can't join every call.
  • You need the call itself afterward, to replay it or share it with someone who missed it.
  • Leaders want patterns and deal risk across a large team.
Real-time coaching fits when
  • Deals slip on the call itself, through shallow follow-ups or a technical question nobody could answer.
  • New reps are on live calls before they've heard many good ones.
  • Meetings happen in the room as well as on video.

Plenty of teams run both

A recorder keeps the library, and a live coach helps on the call. Veracity is the live coach. It runs on the rep's computer beside Zoom, Teams, Google Meet or Webex, or in a meeting in the room. It keeps no recordings to replay, because the audio is never saved.

After the call, the rep gets a recap and a grade for every question, with the sentence they could have said instead. Managers see team and per-person call scores by week.

If your team already records calls, the two fit together. Transcripts from any recorder can be imported as .txt, .md, .csv, .vtt or .srt files, and those calls feed the opening question and answers on the next call with that company.

From the Veracity launch film. Each earlier call with the account feeds the next one.
06 / Questions

Questions, answered

Recording sales calls, turning them into transcripts and analysing them afterward. Managers use it to coach calls they couldn't join, leaders use it to see patterns and deal risk across the team, and new reps use the library to hear what good calls sound like.
Conversation intelligence works from calls. Revenue intelligence usually adds emails, meetings and CRM records to judge deal health and forecast. Many revenue platforms include call recording as one part.
Recording is the first step. Conversation intelligence adds the analysis on top: transcripts you can search, moments marked on the recording, and patterns across many calls.
Mostly it helps afterward. Some products show a live transcript or alerts while the call runs. Real-time coaching is built for that moment: Veracity shows the rep the next question to ask while the buyer is still talking, and answers from your own documents.
Yes. Your recorder keeps the calls, and Veracity runs on the rep's computer during them. You can import transcripts from any recorder as .txt, .md, .csv, .vtt or .srt files, and those calls feed the questions on your next call with that company.
Keep reading

Help on the call, and a grade after it.