Loading...

05 Dec 2025 18:51

Editor's Pick Media-Avataar Insights Recommended for You The Latest

Next wave measurement: Marketing mix modelling in the age of retail media

Marketers return to MMM to evaluate the effectiveness of multi-channel campaigns in a complex media and retail environment

Consumers use 20+ channels to interact with brands

A new WARC and Amazon Ads knowledge paper. Next wave measurement: Marketing Mix Modelling in the age of retail media

Advertising budgets are under increasing scrutiny and rapidly-changing retail conditions are demanding improved solutions for justifying and optimising marketing investments.

A focus on evidence-based planning and durable measurement solutions is driving a return to Marketing Mix Modelling (MMM). The availability of more accurate, timely and relevant ‘always-on’ data is now being utilised to advance analysis, making MMM state-of-the-art for today’s complex media and retail environment.

Next wave measurement: Marketing mix modelling in the age of retail media, is a new report released today by WARC in collaboration with Amazon Ads. The report demonstrates the benefits of MMM in a world where retail media influence continues to expand, and highlights the advances being made in support of greater industry adoption.

Paul Stringer, Managing Editor, Research and Advisory, WARC, says: “Retail is already the fourth-largest advertising media, with advertising spend overtaking audio, OOH & cinema, publishing and OTT/streaming, according to our data. By 2025, if the retail media industry follows its current path, it will become more valuable to advertisers than linear TV.

“Marketers need solutions that enable them to understand the holistic impact of their advertising. This is where Marketing Mix Modelling (MMM) has a critical role to play. The goal of this knowledge paper is to educate marketers on the broad benefits of MMM, while taking a closer look at how modelling can now be used to assess retail media performance.”

Chris Rees, Global Measurement Lead, Amazon Ads, says: “As shopping habits continue to evolve, both retailers and marketers face ever greater complexity. Of course, with disruption, there’s opportunity. The rise of digital commerce has led to the emergence of retail media as a major advertising channel, and there is a need to support marketers to find creative and compelling solutions to prioritise the right media channels to amplify their brand and meet their goals.

“In this report, we address how Marketing Mix Modelling can help support key decisions facing marketers and provide measurement across physical and digital channels to ensure they are ready to successfully ride the next wave of digital advertising.”

Key insights outlined in ‘Next wave measurement: Marketing mix modelling in the age of retail media’ report are:

  • Consumers use 20+ channels to interact with brands
  • The growth of retail media is adding increased complexity for marketers. Research by Upland BlueVenn suggests that today’s ‘hybrid consumer’ interacts with a brand across 20 channels, on average. Additionally, more than half (56%) of US marketers are now working with five or more retail media networks, but a lack of standardisation is a major challenge, according to research by the ANA.
  • For marketers to optimise their marketing plans across online and in-store channels to boost overall sales and foster customer loyalty, the right measurement solutions are required.
  • This is leading to an increased adoption of Marketing Mix Modelling (MMM). One advantage of MMM over other measurement techniques is it is capable of evaluating all media and retail channels and assessing the long-term effects of advertising.

Moitree Rahman, Associate Director, Data Activation and Measurement Strategy, Colgate-Palmolive, said: “MMM is really helping us look at the next level, at both macro and micro channels in each category. We can pinpoint where things aren’t working and which levers we need to pull to optimise them in campaign, in flight, or in scenario planning.”

Marketers find MMM valuable in the age of retail media

Marketing Mix Modelling is experiencing a renaissance as more data becomes available to connect marketing and retail channel activity.

The reasons marketers are finding MMM valuable for analysing retail media environments are:

(1) Identifying incremental sales: MMM has the ability to separate sales that would have happened anyway from sales driven specifically by marketing – ‘incremental’ sales – a critical input for budget setting and prioritisation.

(2) Isolating channel effect: MMM helps identify the individual contributions of each channel utilised by a brand, taking into account category dynamics and external market factors.

(3) Demonstrating online and offline synergies: MMM is able to reveal the relationship between media and retail channels and help marketers understand the effectiveness of multi-channel campaigns.

(4) Understanding branding vs. sales activation: MMM can reveal the distinct contribution between brand building and sales activating strategies for the short and long term.

(5) Durable measurement: MMMs leverage aggregated and anonymized signals from a vast variety of media channels and retail formats enabling marketers to compare across channels in a secure and privacy safe manner.

MMMs offer new opportunities through speed, relevancy and accessibility

Next-generation MMM solutions are more accessible, faster to use, and able to produce detailed analysis by individual sales channels rather than an aggregated view, helping brands improve their retail partner and retail media strategies.

Speed: Modern MMMs can deliver results in a matter of weeks or even days by removing the need for manual data management.

Relevancy: MMMs can now be used to support tactical decisions around audiences, placements, messaging and creative rather than macro decisions focused solely on channel prioritisation.

Accessibility: Larger tech companies, as well as specialist consulting firms, are promoting DIY tools that use open-source code with a view to making MMM accessible to a broader range of advertisers.

Vasileios Kourakis, Global Director ROI & Media Lead, L’Oréal, says: “Nowadays the complexity of the touchpoint landscape requires more data collection as new touchpoints have emerged such as Virtual Try-Ons, Ratings and Reviews, etc. and as the majority of time is spent on data collection, the more automation the faster the delivery”

(Visited 75 times, 1 visits today)
peri hokiperihokiduta76dsiledAt-Taujih; Jurnal Bimbingan Konseling Islamabc1131 slot viralScatter Hitamslot gacor qrisslot thailandabc1131duta 76slot qris danaabc1131 slot777 lundbergdesign.comABC1131mpo slotslot gacorMPO SLOTcleaning service bug volatility starlight baccarat abc1131 emosiburuh pelabuhan rumus free spin gates roulette abc1131 tamaktaktik main mahjong wild 2 sicbo di duta76 peluang gampang menang terbuka dengan lebarstrategi langsung jackpot scatter di mahjong ways 2 pgsoft baccarat duta76 emang gilaalgoritma paling viral panduan mudah bermain mahjong wins 3 blackjack dari duta76petualangan game paling gila di mahjong wild deluxe sicbo auto cuan besar perihokikekuatan wild mahjong ways 2 pgsoft baccarat jam gacor perihoki rtp live gampang maxwinpengalaman paling profit dari mahjong wins 3 blackjack dari perihoki tanpa pakai auto spins algoritma misterius mw2s analisis ritme reel tekniks formula menang mahjong ways 2 modals guide terbaru mw 2s menafsir gerak reels mahjong wayss menggubah kejutan mega win mahjong wayss panduan rahasia pola mahjong ways 2 modals pengurai pola scatter cara menentukans pulse reader mahjong ways 2 hitungs rahasia pola gacor mahjong ways 2 dibocorkans rumus panas teknologi ais saat alur mahjong ways berpadu dengan zenbaca rtp mahjong pemulaspam spin pak jono mahjongstrategi toni mahjong profitlangkah cerdas panji scattertaktik spam spin soniteknik baca rtp aguskejar kesempatan strategi memancing wild emas pengganda tinggi di mahjong wins3menangkan tanpa rungkad panduan anti rungkad menguasai pola tarikan liar game dan analisis cepat rtp game pgsoftobsesi animasi mahjong ways yang ubah hidup menjadi developer andalrahasia ritme stabil pattern manja baccarat casino yang mengubah cara bermainraih kemenangan maksimal dengan strategi auto gacor rahasia setting pola mudah yang terbukti ampuhdata analyst bongkar rahasia probabilitas cerdas di mahjong ways 2 strategi unggul di 2025data rtp pragmatic play rahasia zona stabil yang mengungkap kemenanganledakan inovasi pragmatic play saksikan tren utama yang menggemparkan industrirevolusi strategi mahjong pgsoft berhasil atasi deadspin pada mode regulerterungkap rahasia cara membaca pola wild dan multiplier lucky neko untuk permainan lebih terarahgelombang tipis mahjong wins 3 hancurkan simbol tengah tanpa animasi fakta mengejutkan terpantaurahasia spin digital teknik memancing fitur bonus dengan ritme spin tertenturahasia terungkap strategi sistematis menentukan momentum sweet bonzna candyland untuk mengelola risikoraih kemenangan dengan sic bo live temukan skill pengaman terbaik untuk strategi andalan andarumus rahasia main mahjong wild 2 sicbo yang dibagikan gratis oleh admin duta76duta76 fomo algoritma mahjong wins 3 scatter hitam bisa dapatkan kemenangan besar baccaratjalan menuju sukses di mahjong ways 2 pgsoft sicbo dengan gampang di perihokiperihoki bongkar rahasia mahjong wins 3 auto profit besar rtp live tertinggimontir bengkel kompresi data mahjong pgsoft abc1131 baccaratpenjual pasar malam cluster sweet bonanza abc1131 bluffing pokertukang cukur cold chip mahjong wins 3 abc1131 bahasa tubuhevaluasi strategi mahjong awsbetide inspirasi mahjong wins3ledakan profit tanpa henti terjadi saat scatter hitam mengendalikan jalannya putaran mahjong wins 3putaran mahjong wins 3 tidak pernah sama ketika scatter hitam menyulut efek keberuntungan berantaimomentum scatter wild di mahjong ways 2 menjadi titik balik menuju ledakan keuntungan besarkombinasi scatter wild mahjong ways 2 membuka jalan cepat menuju perkalian tinggi yang menguntungkanmomentum perkalian gilagilaan terjadi ketika scatter hitam muncul sebagai simbol paling menakutkanlayar mahjong wins 3 langsung bergemuruh saat scatter hitam menyalakan perkalian besar secara beruntunperan scatter wild di mahjong ways 2 hadir sebagai kunci strategis untuk meledakkan potensi profitscatter wild mahjong ways 2 menjadi pemicu awal terbukanya jalur cuan besar dalam waktu singkatketika scatter hitam turun setiap detik putaran mahjong wins 3 menjadi ajang ledakan profit tanpa batasmomen putaran mahjong wins 3 berubah dahsyat saat scatter hitam memicu gelombang cuan tanpa hentirevolusi gameplay pgsoft pangkas deadspin di mode regular mahjong Top