Guide: Understanding your AI sales insights from meetings

Introduction

This article helps you analyze your sales conversations across four key pillars: Interaction Dynamics, Communication Clarity, Strategic Excellence (RAVEN), and Methodology Adherence.

Interaction report

This section measures the technical flow and "rhythm" of the conversation. It tells you if the representative is dominating the conversation or creating space for the customer.

Talk time (0–100%)

The percentage of time each person spoke.

SMB example:
In a landscaping discovery call, if the rep talks 80% of the time, they are likely lecturing about grass types instead of listening to the homeowner's vision for their backyard.

Question rate (cap: 10)

Average questions asked by the rep per hour.

SMB example:
A private tutor asking, "What subjects are hardest?" and "How does your child feel about tests?" demonstrates a high question rate, showing curiosity.

Sentiment score (cap: 10)

Analysis of emotional shifts.

SMB example:
If a customer starts a call with a plumbing emergency sounding stressed, but ends the call sounding relieved because the rep was empathetic, the sentiment score will reflect a positive shift.

Patience score (cap: 10)

The average pause duration after a customer finishes speaking.

SMB example:
If an HVAC customer says, "I'm worried about the cost," and the rep waits a second before responding, it gives the customer room to say, "…but I need it fixed." Rushing in too fast lowers this score.

Interactivity score (cap: 10)

How often the conversation switched back and forth (excluding "um-hmm" or "yes").

Interruption score (0–100)

How often the host cut off the guest.

SMB example:
A real estate agent who cuts off a seller mid-sentence to talk about their commission will receive a high interruption score, which is a negative trait.

Clarity report

This evaluates how easy it was for the customer to understand the message. It is the average of five dimensions, each scored from 1 to 5, with a total cap of 25.

Dimension 1: pronunciation and pace

Is the rep speaking at a comfortable speed?

Dimension 2: language simplicity

Avoiding insider talk.

SMB example:
A mechanic who says, "Your engine computer sees a leak" (score 5) versus "Your PCM is throwing a P0442 code" (score 1).

Dimension 3: structure and organization

Was there a clear beginning, middle, and end?

Dimension 4: active listening

Acknowledging customer points.

SMB example:
"I hear that you're worried about the construction dust; we actually use plastic sheets to prevent that." (score 5)

Dimension 5: limited fillers

Reducing "ums," "uhs," and "you knows."

The RAVEN framework

RAVEN is a proprietary evaluation of high-level sales skills. Each dimension is scored from 1 to 5, with a total cap of 25.

Rapport and context

Building a human connection.

SMB example:
A local bakery owner asking a catering lead how their event planning is going before talking about cupcake prices.

Assessment and discovery

Finding the pain point.

SMB example:
A gym owner asking, "What has stopped you from reaching your fitness goals in the past?"

Value delivery

Connecting the product to the customer's specific needs.

Engagement and objection handling

Navigating "It's too expensive" or "I need to talk to my spouse."

Next steps and ownership

Ending with a clear who, what, and when.

SMB example:
Instead of "I'll follow up," saying, "I will send the quote by 4 PM today and call you Tuesday at 10 AM."

Sales methodologies

Calls are scored against world-class strategies on a scale of 1 to 10. This helps you see if your rep is following a structured discipline.

Methodology	Definition	SMB relatable example
BANT	Budget, authority, need, timeline	A roofing contractor confirming the owner has insurance coverage and wants the job done before winter.
MEDDPICC	A deep dive into the paper process and decision-makers	A software startup asking who needs to approve the purchase and how contracts are reviewed.
SANDLER	Focuses on upfront contracts and mutual respect	A graphic designer agreeing to decide together if the engagement is a fit.
Solution selling	Identifying a pain and prescribing the cure	A security company linking break-in worries to specific cameras.

How to use the meeting analysis report

To make this report truly effective for a busy business owner, you should not just look at the numbers. You should look for the patterns.

Below are specific ways to use these scores to coach your team, with real-world SMB scenarios to visualize the impact.

Strategic recommendations for SMB owners

1. Identify the expert's trap (talk time vs. question rate)

Many SMB reps are product experts but poor listeners. If a rep has high talk time and a low question rate, they are data dumping on the customer.

The goal:
Move the question rate to 7+ and talk time below 50%.

Action:
Have the rep prepare three open-ended questions starting with how, what, or why before every call.

2. Bridge the jargon gap (clarity report)

In specialized industries such as HVAC, legal, IT, and auto, reps often use technical terms that intimidate customers.

The goal:
A language simplicity score of 4 or 5.

Action:
If the score is low, tell the rep, "Explain it like I'm a neighbor, not a technician."

3. Stop the friend zone sale (RAVEN: next steps)

Small business reps are often very friendly with high rapport but low next steps.

The goal:
A next steps and ownership score of 5 out of 5 on every call.

Action:
Ensure every call ends with a calendar invite sent during the call or a specific deadline for a quote.

4. Rescue cold leads (sentiment score)

If the sentiment score shows a downward trend, the rep likely hit a deal-breaker they did not handle well.

The goal:
Neutral or positive sentiment shifts.

Action:
Listen to the last five minutes of those calls to identify price objections or trust issues.

SMB scenarios: from data to closing

Scenario A: the over-talkative coffee roaster

The business:
A local specialty coffee roaster selling wholesale to cafes.

The call:
The rep spends 20 minutes explaining acidic profiles and washing processes.

The report:
Talk time 85% | Question rate 2 | Solution selling 2/10.

The coaching:
"You're a coffee expert, but you didn't ask what café customers complain about. Next time, ask what makes people send coffee back."

Scenario B: the technical IT consultant

The business:
A small managed service provider helping local law firms.

The call:
The rep uses heavy technical language around encryption and SLAs.

The report:
Language simplicity 1/5 | Rapport 2/5.

The coaching:
"The lawyer was confused. Explain how this protects client files and prevents reputational damage."

Scenario C: the too-nice wedding photographer

The business:
A boutique photography studio.

The call:
The rep chats casually and ends with no commitment.

The report:
Rapport 5/5 | Next steps 1/5 | BANT 2/10.

The coaching:
"Confirm budget and timing. Offer to hold the date with a clear deadline."

Scenario D: the surface-level solar rep

The business:
A residential solar installation company.

The call:
The rep asks about saving money and sends a generic quote.

The report:
Solution selling 3/10 | Assessment and discovery 2/5.

The coaching:
"You missed the implication. Explore seasonal bill increases and what extra cash would change for the customer."

Summary table: which metric to watch

If you want to…	Watch this metric	Target score
Build more trust	Patience score and interruption score	Patience > 7, interruption < 10
Ensure the rep knows the product	Value delivery (RAVEN)	4 or 5
Shorten your sales cycle	Next steps and ownership	5
Increase deal size	Solution selling	7+