To optimize your WhatsApp sends, you should use Papo's campaign reports (https://papo.global/), which provide detailed metrics on sending, delivery, read, and failures. Analyzing this data allows you to refine your audience segmentation, test message content, and adjust sending settings to ensure that each future campaign performs better and generates more results for your business.
Sending a mass WhatsApp campaign with Papo's Disparador is just the first step. True growth comes from analyzing the results to understand what worked, what didn't, and how to do better next time. The Papo platform centralizes not only sending but also performance data, enabling a continuous cycle of improvement.
This article will guide you through analyzing campaign metrics to turn your data into concrete actions and optimize your future sends.
Understanding Papo's Campaign Metrics
After each send performed by the Disparador, Papo compiles a report with the main performance metrics. You can find this data in the campaign list within the Disparador module itself. Understanding each metric is fundamental for accurate diagnosis.
| Metric | What does it mean? | How to interpret and optimize? |
|---|---|---|
| Sent | The total number of messages the platform attempted to send to your contact list. | This is your starting point. The goal is for the number of "Delivered" messages to be as close as possible to this. |
| Delivered | Messages successfully received on the recipient's device. | A low delivery rate (e.g., below 95%) indicates problems with your list (invalid, non-existent, or blocked numbers). Clean your contact base in the CRM. |
| Read | Messages that the recipient opened and viewed (marked with the two blue ticks). | A low read rate suggests that the message was not engaging enough or was sent at an inconvenient time. Test new texts, use variables for personalization, and experiment with different sending times. |
| Failures | Messages that could not be delivered due to a permanent error. | Common errors include numbers that don't use WhatsApp or invalid format (missing country/area code). Segment these contacts and remove them from future campaigns to improve your rates. |
| Conversions | Contacts who interacted with the message and advanced in the sales funnel. | This is the ultimate success metric. Cross-reference campaign data with Kanban reports to see how many leads advanced or closed deals. A high read rate with few responses indicates that the call-to-action (CTA) needs improvement. |
How to Analyze Data to Optimize Future Sends
With the numbers in hand, it's time to turn them into intelligence. WhatsApp campaign optimization is based on three pillars: the audience, the message, and the result.
1. Analyzing the Delivery Rate (Delivered / Sent)
A high delivery rate is the foundation of any campaign. If many messages are not being delivered, you are wasting resources and impacting your number's reputation.
- Cause of a low rate: Generally, a low delivery rate is linked to the quality of your contact list. Incorrect, outdated, or non-WhatsApp phone numbers are the main culprits.
- How to optimize:
- List hygiene: Regularly export contacts that resulted in "Failure" and remove or correct them in your Papo CRM.
- Origin validation: Ensure that lead capture processes (forms, imports) require the number in the correct format (country code + area code + number).
- Consent (Opt-in): Sending messages to those who haven't authorized contact increases the chances of blocking, which lowers your delivery rate. Always work with lists that have given explicit consent.
2. Analyzing the Read Rate (Read / Delivered)
This metric measures how engaging your message was for the audience that received it. It's a direct thermometer of your communication.
- Cause of a low rate: A generic message, sent at an inappropriate time, or to an audience not interested in the topic.
- How to optimize:
- Refine segmentation: Instead of sending to your entire base, use tags in Papo's CRM to create smaller, more engaged segments (e.g., "customers who bought in the last 30 days", "leads who requested a quote").
- Personalize the message: Use variables in your Message Template (HSM), such as the customer's name (
{{1}}), to create a more personal and less robotic approach. - Test content: The first sentence of your message is the most important. Test different approaches (a question, a surprising fact, a clear benefit) to see which generates more curiosity and, consequently, more reads.
3. Analyzing the Conversion Rate (Results / Read)
A campaign can have excellent delivery and read rates but fail to generate sales. Conversion is the metric that measures business results.
- Cause of a low rate: The offer is not attractive, the call-to-action (CTA) is weak, or the next step is not clear to the customer.
- How to optimize:
- Clear and direct CTA: Tell the customer exactly what you want them to do: "Reply 'I WANT IT'", "Click the link to schedule", "Talk to an expert now".
- Value proposition: Ensure the message communicates a clear and immediate benefit to the recipient.
- CRM tracking: Monitor in Papo's Kanban how many contacts who responded to the campaign actually became a business card and advanced in the funnel.
Cross-referencing Data with Papo Reports
Papo's true strength lies in integration. Go beyond the Disparador's metrics and use the Reports module to understand the real impact of your campaigns. In the reports section, administrators can view:
- Traffic source: See which campaigns (
utm_campaign) and ads (utm_content) generated the most visits, contacts, and won deals. - Highest-performing leads: Identify which campaigns brought in the hottest leads, who scheduled meetings or actually made purchases.
- Investment verdict: The platform can even suggest which campaigns should be scaled, optimized, or paused based on their financial performance.
By cross-referencing sending data with sales data, you discover which message is not only read but also generates revenue.
Frequently Asked Questions
Where can I find campaign reports?
The reports for each WhatsApp campaign are available in the campaign list within the Disparador module on the Papo platform. There you will see the metrics for Sent, Delivered, Read, and Failures for each send.
What is considered a good delivery and read rate?
While it varies by industry and list quality, a delivery rate above 95% is a good sign of a healthy contact base. For the read rate, values above 60-70% are considered excellent, but the most important thing is to compare performance across your own campaigns to identify patterns for improvement.
Why are my messages failing?
Failures generally occur for two main reasons: the recipient's phone number does not have an active WhatsApp account, or the number was registered in an invalid format (missing the country or area code). It is crucial to keep your contact list clean.
How does Papo measure campaign conversion?
Papo measures conversion by connecting campaign activity with CRM actions. When a contact who received the message responds and is moved to a funnel stage in Kanban, or when an associated deal is marked as "Won," the platform can attribute this result to the originating campaign, providing a clear view of the ROI.
Can I test different messages to see which works best?
Yes. A great strategy is to create two small, similar segments of your audience using tags in the CRM. Send one version of the message to group A and another to group B. Analyze which one had the best read and response rate. Then, send the winning version to the rest of your list.
Read also
- How to use the Disparador to send mass WhatsApp campaigns
- Reports Overview: Where to find each metric in Papo
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