Insight and optimization

AdChat campaigns end with a plan for the next flight, not just a report on the last one

How it works

What we capture, and what we do with it

Input 1

In-ad engagement signals

Insight + Optimization chart

How users moved through the ad: which content areas they explored, where they spent time, where they dropped off, and which CTAs they clicked. For VideoPlus Ads, this includes video views, completion rates, and audio engagement.

Input 2

Supply performance

Supply and delivery performance diagram

How the campaign ran across the supply path: viewability, pacing, eCPM, environment breakdown, and delivery stability. The signals that tell you whether the inventory conditions were working.

Output

Optimizations

Programmatic campaign optimization - recommendations

Specific changes for the next flight, not just observations. Concrete adjustments to creative, supply, and targeting based on what the data showed.

What we measure

Two reporting layers: what the ad tells you, and what the supply tells you

In-ad engagement

What happened inside the ad. For Conversational Ads, that’s sessions, total engagements, active attention dwell time, the content areas users explored most, and exit clicks by destination. For VideoPlus Ads, it’s video views, completion rates, audio engagement, and exit clicks.

This tells you how users engaged with the creative and what they cared about most.

Supply and delivery

What happened across the supply path. eCPM, total impressions, viewability rate, and pacing, broken down by environment, device, and delivery period.

This tells you whether the inventory conditions were working and where efficiency is available.

The output

What an optimization plan actually looks like

Each change ties back to something the data showed: a supply condition working against performance, a creative element that wasn’t landing, or a targeting parameter that needed tightening. Here’s what that looked like on a real campaign:

Reduce desktop delivery to under 15% of impressions

Desktop inventory was consuming budget without producing proportional engagement. Shifting delivery weight to mobile improved both attention time and exit click rates.

Block mobile app inventory

App placements were generating impressions with low viewability and poor engagement depth. Blocking them entirely freed budget for higher-quality web inventory.

Apply a 4/24 frequency cap

Users were seeing the ad more often than the engagement justified. Capping at four impressions per 24 hours cut the wasted frequency and held reach steady.

Recommendations vary by campaign. These examples illustrate the kind of specific, actionable changes the insight + optimization loop produces.

Proven in market

One campaign, two flights

A consumer electronics brand ran a subscription campaign on a Conversational Ad with video in the opening frame, delivered through AdChat’s curated supply path. The first flight performed well enough that the agency extended budget into a second, on the strength of the results.

“AdChat has been performing very well over the past month. Pending approval, we plan to allocate incremental funding to further support the initiative.”

Agency Lead, Consumer Electronics Brand

Campaign Details

Objective: Subscription acquisition
Format: Conversational Ad with :30 video first frame
Supply: AdChat curated supply path
Result: $22.26 cost per acquisition, outperforming native placements. 95% of engaged users exited to the enrollment page. Incremental budget allocated for Flight 2 based on Flight 1 performance.

See it on your own campaign

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