Campaign Insight Generator with Audience Level Insights
Turn campaign performance into clear audience intelligence with our Audience Level Insights.
Overview
Audience-Level Insights take the Campaign Insight Agent a step deeper, from how did this campaign do to who responded, and what does that mean for what I do next. . The agent breaks performance down by segment so you can see which audiences drive engagement, conversions, and revenue, and which need a different approach.
Sample Questions
- Segment engagement: Which segments are engaging the most, and which are dropping off?
- Cohort comparison: How did VIP customers respond compared with new users?
- Revenue by audience: Which audience generated the highest revenue last month?
- Conversion drivers: Which segment drove the highest conversions for the New Year Mega Sale campaign?
- At-risk audiences: Which of my active segments show rising unsubscribe rates?
The agent highlights audience-level trends and identifies the segments contributing most to each outcome, with supporting numbers.
Note
- Only included segment and list IDs are analysed. Excluded segment IDs are not used.
- For audiences that are new or small, the agent benchmarks against industry standards so you still get a useful read. For more details, refer Limitations.
Audience-Level Insight Types
Refer to the given table to know how you can explore and control through your questions.
| Insight Area | What You Can Analyze | Examples | What You Get |
|---|---|---|---|
| Audience Breakdowns | Campaign performance by different audience dimensions such as: • Customer value tiers (High / Medium / Low) • Lifecycle stages (New, Repeat, Lapsed, Churn-risk) • Engagement status (Active, Inert) • Channels (Email, WhatsApp, SMS, Push) • Purchase behaviour • Affinities and interests | • “Break this campaign down by lifecycle stage.” • “Which customer tier generated the most revenue?” • “How did repeat buyers perform compared to new users?” | • Segment-wise performance metrics • Clear view of who is driving results • Insights into which audiences respond best |
| High-Intent & Missed Users | Users who showed strong buying signals but were not included in campaign targeting (for example, add-to-cart or product viewers) | • “Show me add-to-cart users who were not targeted.” • “Who viewed products but never received this campaign?” | • Identified high-intent audience groups • Estimated revenue opportunity • CTA to Create Segment or Download List |
| Audience Health & Overlap | How frequently the same users are being targeted across campaigns and journeys | • “How many campaigns targeted the same users last week?” • “Which segments are over-messaged?” | • Campaign overlap insights • Identification of over-targeted segments • Signals of potential audience fatigue |
Use Case: Deciding Where to Focus Retention Spend
Let's see a use case where your retention budget is tight and you need to know which audience to double down on. So, instead of exporting two segment reports and reconciling them by hand, you ask the agent to compare them directly:
- Compare engagement and revenue for VIP Repeat Buyers VS First-Time Buyers over the last 30 days. Which group drove more revenue per send, and what is the likely reason?
The agent returns a side-by-side view of the two segments across the key metrics, identifies which group performed better per send, and explains the likely drivers, such as content fit, send timing, or frequency. With that in hand, you can shift spend toward the higher-return audience and rework the messaging for the other, without waiting on an analyst.
Updated about 16 hours ago