Programmatic buying is sometimes a complicated topic, but DR THOMAS OOSTHUIZEN, Global Consulting Director at Acceleration UK, breaks it down into ten easy to follow steps.
The most important issue when dealing with programmatic buying is to be aware of algorithm bias. As data sources and points grow, this problem will decrease. But in most statistical techniques, the most salient data points often dominate and will continue to do so. We have to design to avoid this.
Pure common sense will tell us that as long as some marketers have more resources than others, “average” algorithms will benefit the large and jeopardise the small. This means that, even in algorithms, creative thinking is important. One size will not fit all.
Here are some tips to ensure maximum benefit from data-based algorithmically driven buying:
1. Know your product or service category
We need to understand whether our category is growing fast, maturing or declining? Different conditions and requirements come into being once a category develops from a fast-growing initial phase into a mature condition.
2. Is the market saturated?
In a saturated market we need to look for niche segments that will enable wider expansion? To do so, we need to find out who these consumers are. Once we have done so, we need to understand how to expand the algorithm to enable us to identify and target them.
3. If growing, differentiation is less important.
However, if the segment or category is not growing differentiation is key. We need to discover what are the signals that will enable the algorithm to detect these variations. Without this, our brand will simply fall into the trap of algorithm “same-ness”, where less is, in fact, less.
4. Is our brand a leader or a challenger?
Leading brands can leverage all the economies they can access. However, smaller brands need to work far harder at being different.
5. Is our brand properly differentiated?
If so, how? This may include features, benefits, emotions, personality types, symbols, words, statements, slogans, colours, iconography and communities. It’s clear that a small brand will have a vastly different profile than a smaller one. Hence, using the same algorithms a large brand uses is simply a waste of money. We then need to build in bias our differentiation “bias” so that it becomes a focused tool.
6. Are results declining over time?
If so, why? Can a changed algorithm assist or does the problem lie outside of that? It’s always tempting to constantly adjust algorithms, but we need to be aware that the problem may be something completely unrelated. Keeping an open mind is crucial when working at a granular level.
7. Can we segment algorithm groups?
If so, can we learn more about what separates algorithms that are greater or lesser predictors of sales results? Understanding how they explain a category is very useful, particularly when this is a significant factor in planning exposure.
8. Can we build in “bias”?
Our algorithms need to contain enough granularity that we are able to fine-tune them to match whatever it is that differentiates us. By following trendsetters or up-weighting data from groups that demonstrate differences we can build this necessary “bias” into our algorithms.
9. Can we test different options and assess results?
This is usually resource-dependent. The fewer resources we have, the more we will have to rely on testing to provide the data we need.
10. Can we expand diversity?
If so, will the incrementally deeper and more creative messaging give us an above average return on investment?
This is by no means an exhaustive checklist, but by applying these tips we will be able to apply our programmatic buying algorithms more effectively.
Win a Poster Heater with Gadget and Takealot.com
This winter Gadget and Takealot.com are giving away three Poster Heaters, which look like posters but become heaters when you plug them in.
Three Gadget readers will each win a unit, valued at R550 each. To enter, follow @GadgetZA and @Takealot on Twitter and tell us on the @GadgetZA account how many Watts the heater consumes.
What’s the big deal about these heaters? Many of us are struggling to keep the balance between soaring electricity costs and the need to keep warm this winter.
However, the recently launched Poster Heater by EasyHeat and distributed in South Africa by Takealot.com is not only one of the most cost effective electric heaters currently on the market, it is also easy to setup and use.
As the name indicates, it is a poster similar to one you would hang on a wall. But, plug it in and it turns into a 300 Watt heater. The Poster Heater isn’t designed to heat hallways or large rooms, but rather smaller ones like a bedroom or a baby’s nursery or a dressing room.
It uses radiant heating, which means that it heats up in a couple of minutes and the heat is directed at the objects or people around it, quickly taking the chill out of the air and providing a comfortable ambient temperature.
The other advantage of radiant heating is that it doesn’t dry out the air like infrared or gas heaters. Users also don’t have to worry about their children or pets getting too close to it because, even though it gets hot, it can be touched.
To enter the competition follow the steps below:
Competition entry details:
3. The competition closes on 31 July 2018.
4. Winners will be notified via Twitter on 1 August and Takealot.com will be in touch to organise delivery.
5. The competition is only open to South African residents.
Deezer to host Hotstix’s Mandela tribute playlist
Deezer is celebrating Nelson Mandela on the centenary of his birthday by hosting a tribute playlist created by music legend Sipho “Hotstix” Mabuse.
Mabuse, a legendary figure in African music, first rose to prominence in the 1970s with his band Harari and later developed a name for himself as a solo artist. One of his best known songs was the global hit BurnOut in the 1980s.
The playlist takes the listener on a captivating musical journey through the life of Nelson Mandela. It was compiled by Mabuse, who consulted with Mandela’s family and friends to ensure that the music would be relevant and accurate. The playlist also features commentary by Mabuse, which was recorded in his Soweto home.
“I have tried to tell the story of the music that Madiba loved,” says Mabuse. “The Playlist excludes the time in prison obviously, as Madiba would not have had exposure to music in that time. We have focused on the music we know he loved before and after that period. This recording was really an emotional journey for me, but an incredible opportunity to document these memories.”
The playlist features the music the young Mandela loved, such as The Manhattan Brothers, Solomon Linda, Brenda Fassie and Miriam Makeba. It includes struggle songs from Chicco, Johnny Clegg, Hugh Masekela and Yvonne Chaka Chaka. The playlist also includes Mandela by Zahara, one of the younger artists who caught Madiba’s ear.
Mabuse also offers stories of his own songs, such as Shikisha, a song greatly beloved by the former President.
“I was delighted to share my thoughts and hope the listeners enjoyed the musical journey,” says Mabuse. “Madiba did enjoy music immensely and we all have a purpose wherever we are in the world to celebrate culture and to learn from different cultures and music forms and styles.”
This playlist was inspired by the Nelson Mandela 100 campaign, calling on corporates and individuals to act as sources of inspiration and engage in conversation and action.