Loading...

31 Jul 2026 08:25

Advertising & Marketing

Back to the future – using programmatic to predict future behavior

All predictions are based on extrapolating from current trends. If we expect ‘more of the same’, it’s not difficult to make predictions about the near future. But history has shown us that the future is not always simply more of the same.

The world of finance has historically based forecasts of future returns on patterns seen over the previous 20 to 30 years. To some extent, this is still what happens. Pension fund managers are reliant on steady, comparatively high, compound returns many years into the future. Are equities and bonds likely to deliver the same sort of returns in the next 30 years as they have in the last 30 years?  Nobody knows but as Karl Marx famously noted, ‘everything that is solid melts into air’.

The world of digital media continues to use old truisms to predict future behavior. While developments in the media industry, and in programmatic in particular, have accelerated at breakneck speed, our planning and measurement standards have not kept pace. Many media plans continue to use impressions, context, clicks and click-through rates as proxies for audience engagement or an outcome. Believe it or not, we’ve been using these measurement criteria for nearly 20 years now. Much of this is understandable; like the finance industry, we have relied on historical data to predict future behavior. However, programmatic, and the data powering the decisioning, is rapidly challenging this status quo. 

The traditional methodology, to go from research, to insight, to big idea, is therefore evolving towards the generation of live insights. These insights can be applied to creative and media, and their impact can be predicted up front, whether those outcomes are a guaranteed audience, a certain level of engagement, or another, quantifiable outcome.

There are three keys drivers of this:

Data processing is becoming faster and cheaper by the day

Data is genuinely real time, or close to it

Programmatic has made such data instantly actionable

Brands and marketers need to quickly re-tool as the transformation takes place, and re-tooling is an apt description of what is going on. The exploitation of coal drove the First Industrial Revolution. Widespread electrification, the car and cheap oil powered the Second Industrial Revolution. Software and the Internet have driven the Third Industrial Revolution. Artificial Intelligence and robotics are moving us into the Fourth Industrial Revolution. The established norms of media planning are changing rapidly, and will continue to do so.

Paraphrasing Bill Gates: we often over-estimate how quickly change will occur, but under-estimate its ultimate impact.

Across Saudi Arabia and the wider Middle East, Xaxis is actively predicting both consumer interest and intent across hundreds of user segments. Such work can be carried out on an insights and analytics level, or move straight into execution. Integrating artificial intelligence capabilities is the next stepping stone.

One of the genuine opportunities of growth markets such as Saudi Arabia is that we can quickly learn from what has and hasn’t worked in other more established markets. This has and will continue to allow Saudi Arabia to leapfrog digital growing pains that markets such as the US or Europe may have gone through. The explosion of innovative social and mobile work in Saudi Arabia illustrates this. Programmatic now offers brands and marketers in the region, particularly young graduates joining the industry, a chance to re-define how brands go about reaching and engaging with their target audience. 

It’s time to challenge our established digital currencies and, like the finance industry, adapt to a new Fourth Revolution. While no one truly knows what the next 20 years will bring, we can be fairly sure it won’t be like the last 20 years.

 

Written by Marcus Siddons,Managing Director, MENA,Xaxis

Source:WPPbaz

NULL
(Visited 18 times, 1 visits today)
peri hokiperihokiduta 76AWSBEThttps://sintnicolaasschool.com/https://abc1131aa.com/kincir88cakar76Slot mahjonghttps://www.abc1131.it.com/Gerakan99Era77stc76duta76duta76 loveduta76 careduta76bduta76 sejiwaduta76 lokasiterdekatduta76 africafuelduta76 oscarmykeduta76 naptimepkduta76 daikinduta76 raes-munichduta76 destyduta76 bio-linkduta76 lynkduta76 heylinkduta76 bioduta76 radarkeduWar138navigasi rtp live eksploitasi peluang taktik mahjong wild deluxe analisa dadu sicbo strategi gates of olympusanalisa komprehensif rtp live pola algoritma strategi mahjong ways 2 pgsoft taktik baccarat teknik starlight princessoptimasi presisi analisa strategi blackjack teknik membaca pola mahjong wins 3 taktik peluang rtp live sweet bonanza pragmaticdekonstruksi peluang taktis strategi analisa roulette pemetaan pola mahjong ways 2 pgsoft teknik membaca rtp live wild west goldeksekusi taktis analisa probabilitas strategi komprehensif sv388 teknik membaca peluang blackjack pola mahjong wins 3 pemetaan rtp live sugar rushstrategi rasional baca rtp live analisa pola gates of olympus taktik sicbo teknik mahjong wild deluxe jitutaktik eksekusi presisi sinkronisasi analisa rtp live pola mahjong ways 2 pgsoft teknik baccarat kuantitatif peluang starlight princesseksploitasi algoritma analisa strategi taktis menaklukkan blackjack pemetaan pola mahjong wins 3 teknik rtp live sweet bonanza pragmaticmetodologi optimasi peluang analisa teknik roulette klasik taktik pola mahjong ways 2 pgsoft strategi rtp live wild west goldanalisa matriks peluang sinkronisasi teknik blackjack taktik sv388 strategi pola rtp live mahjong wins 3 sugar rush pragmatichttps://www.thewayofthespirit.com/contact/kalkulasi taktik cerdas strategi peluang sicbo teknik pola mahjong wild deluxe analisa rtp live gates of olympusdekonstruksi varians strategi pola mahjong ways 2 pgsoft analisa peluang baccarat taktik teknik rtp live starlight princesseksekusi silang taktik teknik strategi blackjack analisa pola mahjong wins 3 pragmatic peluang rtp live sweet bonanzaformulasi taktik peluang roulette analisa pola mahjong ways 2 pgsoft teknik jitu strategi rtp live wild bounty hunternavigasi probabilitas analisa pola mahjong wins 3 pragmatic taktik peluang blackjack strategi sv388 teknik rtp live sugar rushalgoritma menang taktik mahjong wild deluxe peluang sicbo analisa pola gates of olympusanalisa rtp live peluang teknik mahjong ways 2 pgsoft baccarat starlight princessbedah peluang rtp live teknik transisi blackjack sweet bonanza mahjong wins 3 pragmaticeksekusi taktis data peluang roulette teknik wild bounty hunter rtp live mahjong ways 2 pgsoftdekonstruksi multi disiplin strategi blackjack peluang sv388 teknik sugar rush pola mahjong wins 3algoritma taktis analisa pola mahjong wild deluxe peluang sicbo teknik rtp live gates of olympusanalisa komprehensif pola mahjong ways 2 pgsoft taktik baccarat peluang teknik rtp live starlight princessdekonstruksi matriks kemenangan analisa pola kritis mahjong wins 3 taktik peluang blackjack strategi teknik rtp live sweet bonanza pragmaticsinkronisasi algoritma kemenangan teknik analisa pola mahjong ways 2 pgsoft taktik peluang roulette strategi pembacaan rtp live wild west goldinvestigasi mekanika taruhan analisa pola mahjong wins 3 pragmatic taktik peluang blackjack strategi rtp live sugar rush sv388dekonstruksi peluang strategi hibrida pola gates of olympus taktik sicbo analisa rtp mahjong wild deluxeekosistem taktis multi game strategi mitigasi peluang baccarat teknik rtp live starlight princess analisa pola mahjong ways 2analisa komprehensif ekosistem pragmatic taktik presisi mahjong wins 3 strategi rtp live sweet bonanza teknik peluang blackjackblueprint kinetik taruhan strategi taktik roulette analisa pola mahjong ways 2 pgsoft teknik pemetaan peluang rtp live wild west goldnavigasi algoritma rng live dealer teknik rtp live sugar rush pragmatic taktik analisa pola mahjong wins 3 strategi blackjack peluang sv388abc1131parlay gacor taktik seleksi pertandingan kejutanmahjong ways 2 vs mahjong wins hemat ram hpmahjong wins vs black scatter memicu emosimetode flat betting baccarat solusi strategisintegrasi sistem ti mahjong ways inovasi perusahaansinkronisasi rtp live teknik probabilitas strategi definitif mahjong wild deluxe dadu sicbo gates of olympuskalkulasi dinamis taktik multi game strategi mahjong ways 2 pgsoft analisa peluang baccarat teknik pola rtp live starlight princesskerangka taktik strategi presisi analisa peluang blackjack teknik pola mahjong wins 3 pragmatic rtp live sweet bonanzasistem eksekusi cerdas analisa pola rtp live wild west gold strategi taktik mahjong ways 2 pgsoft teknik kalkulasi roulettedekonstruksi mekanika cerdas analisa taktik blackjack teknik sv388 strategi pola rtp live sugar rush mahjong wins 3 pragmaticeksekusi taktik hibrida peluang dadu sicbo teknik mahjong wild deluxe strategi pola gates of olympusmatriks probabilitas analisa pola mahjong ways 2 pgsoft strategi peluang baccarat teknik taktik starlight princess rtp livearsitektur peluang taktik teknik blackjack analisa pola mahjong wins 3 pragmatic strategi rtp live sweet bonanzaanalisa variansi kemenangan sinkronisasi strategi pola mahjong ways 2 pgsoft taktik peluang roulette teknik rtp live wild west goldsinergi matriks taktik mengupas strategi pola sv388 peluang blackjack analisa teknik rtp live sugar rush mahjong wins 3 pragmaticnavigasi probabilitas teknik mahjong wild deluxe strategi jitu gates of olympus analisa pola dadu sicborekayasa pola peluang strategi taktik baccarat analisa teknik mahjong ways 2 pgsoft rtp live starlight princessintegrasi metode hibrida analisa pola mahjong wins 3 pragmatic taktik blackjack strategi teknik sweet bonanza peluang rtp livedekode algoritma permainan analisa teknik rtp live wild west gold strategi pola mahjong ways 2 pgsoft pemetaan taktik peluang roulettekalibrasi strategi probabilitas analisa pola teknik sv388 taktik peluang blackjack rtp live mahjong wins 3 pragmatic sugar rushefektivitas pola unik mahjong wins komunitasefisiensi mode turbo meja roulettepeluang petir merah gates olympus super scatterperbandingan risiko roulette eropa vs vegastiming multiplier gates olympus super scattercara mengurai pola scatter mahjong ways probabilistik jam gacorgates olympus 1000 observasi data driftperbandingan data freespin mahjong wins dan pola acakanalisis siklus performa mahjong wins gong xicara mengukur frekuensi ekspansi wild koi gatecara pakai live rtp bonus caishen cash potsrahasia pola multiplier gates of olympus 1000sistem otomatis data live rtp pg softanalisa komprehensif pola rtp live strategi peluang sicbo mahjong wild deluxe gates of olympustaktik silang analisa peluang teknik rtp live starlight princess mahjong ways 2 pgsoft baccarateksekusi strategi lanjutan sinkronisasi teknik rtp live pola taktis mahjong wins 3 pragmatic sweet bonanza blackjackmenguasai algoritma permainan analisa peluang strategi teknik rtp live wild west gold roulette mahjong ways 2 pgsoftsinkronisasi momentum peluang strategi cerdas membedah pola analisa rtp live mahjong wins 3 sv388 sugar rush blackjackteknik dekonstruksi peluang strategi membaca pola rtp live mahjong wild deluxe sicbo gates of olympusanalisa mendalam pola taktik rtp live pgsoft mahjong ways 2 baccarat starlight princesscara menguasai matriks permainan analisa peluang strategi teknik rtp live blackjack sweet bonanza mahjong wins 3 pragmaticstrategi silang kalibrasi teknik profesional pola roulette analisa rtp live wild west gold mahjong ways 2 pgsoftblueprint teknik presisi analisa peluang sv388 blackjack pola rtp live mahjong wins 3 pragmatic sugar rush Top