$APP is now 17% of my portfolio so I’d like to examine their claim that they will be able to move into Web and CTV. The CEO makes it sound like some sort of slam-dunk, but is that really so?
There are a LOT of differences in the objectives, delivery and data of a campaign done on mobile vs. Web vs. CTV. $APP’s AI has been trained on mobile. Here are some concerns of mine:
#1: Availability of AI Training Data
Will it really be that easy to get training data for Web and CTV? Recall that $APP has its own stable of mobile apps that it can use as a source of training data and to use as a testing ground to tweak the AI algorithms. It has no such dataset for Web or CTV.
#2: Does collected data differ for Mobile vs. Web vs. CTV?
I think it’s unlikely that data collected and available for AI analysis is identical for Mobile vs. Web vs. CTV. For one thing, the type of content produced and delivered varies a lot (low budget vs. high-production-value), the placement of the ad (the place on the screen and what events drive delivery of the ad: banner-placement vs. popup etc.) etc etc
#3: Harder to know who EXACTLY the audience is for non-mobile devices
The great thing (mathematically speaking in terms of number of AI training variables to deal with) about an ad on an app on a cell phone is that you know EXACTLY who is getting the ad and EXACTLY what they are doing at that EXACT moment. The same is certainly not true for a CTV ad, where any number of people may or may not be in the room, may or may not be even watching the TV and may or may not be all that engaged even if they are watching
#4: Is $APP really equipped to handle different types of ad campaigns?
Let’s imagine Geico wants to place an animation of the Geico lizard in a CTV ad that appears in the bottom-right part of the screen during a football game. Their main target is the adults in the room, who they hope will switch over to Geico. But they don’t know who those adults are: for a particular CTV, it could be the people that live there, and/or their friends who came over to watch the game and/or their family.
Maybe Geico considers this a mixed campaign where they want the adults to buy insurance now, and they want the kids to be indoctrinated into the notion of Geico as a trustworthy brand to consider later in their life. Is $APP able to measure the effectiveness of this kind of mixed campaign as effectively as $TTD?
We’ve seen examples before where a CEO waxing euphoric over a company’s prospects caused a runup that didn’t turn out to be supported by the actual story, so just trying to think ahead a bit.
Your thoughts please?