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AI-Driven Insights for Campaign, Location, and Ad Delivery Performance

Insights – AI Narratives & Diagnostics: Purpose: move from raw numbers to “what does it mean?” Insights are split into three views: 3.3.1 Campaign Insights 3.3.2…

Insights – AI Narratives & Diagnostics: Purpose: move from raw numbers to “what does it mean?”

Insights are split into three views:

3.3.1 Campaign Insights

3.3.2 Location Insights

3.3.3 Ad Delivery Insights (for programmatic)

3.3.1 Campaign Insights

Focus: a data-driven story for each campaign. Campaign Insights:

  • Analyzes the current campaign against all past campaigns for that user

  • Calculates whether reach, frequency, impressions, eCPM, and other metrics are above or below internal thresholds

  • Generates a narrative, e.g. “This campaign reached X people, above/below the 45% threshold for similar campaigns.”

Key metrics shown include:

  • Reach and frequency

  • eCPM, number of inventories, total budget

  • Day-of-week and hour-of-day trends

  • Location performance

  • Audience segments and their movement pre- vs post-campaign (e.g., +4%, +3% for IAB segments)

Campaign Insights compares a pre-campaign period against the campaign period to measure changes in segments and behaviours.

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Figure 4 – Campaign Insights

3.3.2 Location Insights

Data-driven location analytics to optimize DOOH campaign performance. Key functions:

  • Shows all locations used in the campaign (e.g., 4 locations across a 100,000-currency campaign)

  • Shows nearby opportunities not picked in the plan – similar to Airbnb / Booking.com maps listing nearby hotels – sortable by impressions or price

  • Shows usage patterns across historical campaigns, including which locations are “favourites” and how often they've been used

  • Displays CPM and usage for each area, plus an AI-generated insight narrative on what works and what doesn't

How to position to media agencies

  • “Think of this as a heatmap of your favourite locations for this client or vertical, and what we could test next.”

  • “We can see not just where we booked, but also nearby opportunities we might have missed.”

3.3.3 Ad Delivery Insights

Applicable only when ads are delivered programmatically (via DSP / SSP). This view acts as a command centre, showing:

  • Bid requests vs. bid responses

  • Available impressions

  • Delivery and performance by deal / DSP

It is useful for:

  • Media owners monitoring programmatic revenue

  • Agencies optimizing deals and troubleshooting under-delivery

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