To analyze the performance of Papo's Live Coach (https://papo.global/) and measure how many suggestions were accepted and the impact on sales, you should combine data from the Agent Report with conversion indicators from the sales funnel. Although the platform does not display an explicit suggestion acceptance counter, the AI copilot's performance is directly reflected in sales reps' productivity: an increase in conversion rate, a reduction in first response time, and an improvement in CSAT, as shown in the account reports. This integrated view allows managers to optimize training and adjust the playbook to get the most out of every interaction.
Papo offers reports that show individual agent performance and the health of the sales funnel. When you activate Live Coach, you gain contextual suggestions generated by AI in real time, based on your sales playbook. To assess whether this tool is truly driving results, it is essential to look at the right numbers.
| Key metric | What it measures in the context of Live Coach | Why it matters for optimizing training |
|---|---|---|
| Conversion Rate | Percentage of conversations that turn into closed deals ("won" cards in Kanban). | The most direct metric to quantify Live Coach's impact on sales. Compare the rate before and after activation. |
| Time to First Response | Average time an agent takes to start handling after the customer's first message. | Ready-made Live Coach suggestions enable faster responses, reducing this time and improving the lead's experience. |
| Sales Volume (R$) | Sum of the values of closed deals in the period. | Indicates whether increased efficiency translated into higher revenue. Track month-over-month evolution. |
| CSAT (Satisfaction) | Average customer satisfaction score attributed to the agent. | Suggestions aligned with the brand's tone of voice tend to raise service quality, which is reflected in CSAT. |
| Conversation Volume | Total number of conversations handled by the agent in the period. | An increase in this volume without a drop in quality suggests that Live Coach is helping the salesperson be more productive. |
How to evaluate Live Coach performance in practice
There is no single "accepted suggestions" report, but structured analysis of three Papo data sources reveals Live Coach's impact in a practical way.
1. Establish a baseline (before Live Coach)
Before activating the assistant for a team or inbox, access the Agent Report and Sales Report. Record the baseline values for conversion rate, response time, and CSAT for the next 7 to 30 days. This is your baseline.
2. Track progress after activation
With Live Coach in operation, return to the same reports after at least one or two weeks. The Agent Report quickly shows whether efficiency indicators improved. In parallel, the Sales Report confirms whether improvements translate into more closed deals and higher total revenue.
3. Relate the data to team actions
If conversion rate did not improve, for example, review the sales playbook — perhaps the mapped objections need adjustment or new arguments have emerged. Use the metrics to guide targeted training. The report information indicates which agents are performing best and can serve as a model for the others.
4. Compare longer periods and different team compositions
Perform a comparative analysis over 30, 60, and 90 days. This helps distinguish a one-off improvement from a consistent trend attributable to Live Coach use.
Who this analysis is for
- Sales managers and sales leaders who want to measure the return on investment in AI training.
- Customer service supervisors who need to identify operational bottlenecks and guide their analysts with real data.
- Those responsible for sales strategy who want to validate whether the current playbook fits the profile of the customers served.
Frequently Asked Questions
How can I measure acceptance of Live Coach suggestions?
Directly, the Papo platform does not display a counter for "suggestion accepted" vs. "suggestion ignored." However, you can infer acceptance by monitoring the evolution of performance indicators (conversion rate, response time, CSAT) after Live Coach is introduced. Consistent improvements indicate that sales reps are using the AI guidance effectively.
Does Live Coach improve sales in a measurable way?
Yes, and the way to measure it is through an increase in conversion rate and closed revenue volume in the sales reports. Papo provides the Agent Report and the Sales Report, which let you compare results before and after using the copilot.
Which reports should I consult to evaluate Live Coach?
The two main ones are the Agent Report (for individual efficiency metrics) and the Sales Report (for conversions and revenue). Occasionally, the Team Report helps if you have teams that use Live Coach and teams that do not, enabling a comparison between groups.
Do I need to configure anything to see suggestion metrics?
There is no extra configuration. The performance and sales reports are already active by default in your Papo account. Just make sure Live Coach is correctly configured (playbook filled in and inbox_ids associated) so that its suggestions influence agents' work.
What should I do if the conversion rate does not improve after activating Live Coach?
Review the following points: does the playbook contain real objections and up-to-date arguments? Does the chosen tone of voice (consultative, direct, friendly, formal) match the customer profile? Are the correct inboxes associated? Also compare in the Agent Report whether response time worsened for any operational reason. The report data itself points to where to focus the adjustment.
Does Live Coach data appear in the Agent Report?
The suggestions themselves are not listed, but their effect appears in the metrics the Agent Report displays: response time, conversation volume, and CSAT. Therefore, by analyzing these numbers, you are indirectly measuring Live Coach's impact.
Read also
- Understanding the Agent Report: How to analyze your team's productivity
- Understanding the Sales Report: How to analyze your conversion rates?
- How to structure an effective sales Playbook to train Live Coach
With Papo, you evaluate the real impact of AI on your sales through integrated reports, with no initial cost.