Compare the Top Marketing Mix Modeling (MMM) Software in 2026
Marketing mix modeling (MMM) software assists businesses in analyzing the performance of their marketing campaigns. It enables companies to assess the impact of each marketing activity on sales, allowing them to determine which tactics are driving the most value. The software calculates metrics such as return on investment and customer lifetime value, helping marketers make informed decisions about their marketing investments. By examining data points such as media spend, product pricing, and distribution channels, businesses can develop better strategies for reaching their target audience. Additionally, it includes a user-friendly dashboard that provides a visual overview of trends and insights into how campaigns are performing across various channels. It also identifies opportunities for optimization and offers recommendations on how companies can improve their ROI. This type of software is an important tool in helping marketers track and manage all aspects of their marketing efforts efficiently. Here's a list of the best marketing mix modeling software:
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Cassandra
Cassandra
Cassandra uses machine learning-based marketing mix modeling to analyze all your data and creates a personalized media plan that maximizes your ROI day after day. As Meta Measurement Partner, Cassandra is committed to deliver excellence and innovation in marketing mix modeling. Our partnership with Meta, a global technology powerhouse, underscores our dedication to providing cutting-edge, industry-endorsed solutions Cassandra connects directly to your marketing data sources or data warehouse. Leverage comprehensive data insights for growth with Cassandra MMM and devise an optimal media budget allocation strategy to increase sales. -
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Proof MMM
Proof Analytics
See clearly which marketing tactics and channels are yielding the best returns on your investments with marketing analytics. Build alternative scenarios to optimize ROI on your marketing program. Understand how specific marketing channels contribute to your KPI’s. See clearly which marketing tactics are performing best. Optimize your marketing mix by building alternative scenarios. Understand how specific marketing channels contribute to your KPI’s. Streamline your marketing operations with better planning, budgeting and campaign management. Take advantage of superior functionality, intuitive marketing analytics dashboards for optimizing ROI with seamless collaboration across Sales and Marketing Clouds. Gain accurate financial metrics for your marketing plans, projects, campaigns and marketing activities.Starting Price: $3,490 per month -
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Lifesight
Lifesight
Lifesight is a unified marketing measurement platform that helps marketers move away from inaccurate measurement techniques and enables them to measure their full-funnel marketing using modern measurement methods like marketing mix modeling, incrementality testing & causal attribution - Helping them make better decisions that result in sustainable & profitable growth. -
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Admetrics
Admetrics
Admetrics is a comprehensive marketing analytics platform designed to empower ecommerce teams with scientifically based data for efficient budget allocation and accelerated decision-making. It offers a suite of tools including Business Intelligence, Attribution, Marketing Mix Modeling, Data Activation, and Experimentation. With fully customizable dashboards, Admetrics unifies data from all sources, enhancing data quality and reducing the need to switch between different tools or spreadsheets. The platform's PRISMA model provides actionable insights into the real impact of marketing channels, including TV, offline channels, and marketplaces, bypassing the limitations of traditional tracking and attribution models. Admetrics captures all customer touchpoints in full compliance with data protection laws, offering deep insights into customer journeys and conversion paths.Starting Price: $399 per month -
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Google Meridian
Google
Google Meridian is an open source Marketing Mix Modeling (MMM) framework built by Google to help advertisers and analysts accurately measure the impact of their marketing efforts across online and offline channels without relying on cookies or user-level tracking. At its core, Meridian uses a Bayesian causal-inference model that can ingest aggregated data (spend, sales or KPI outcomes, reach/frequency, geo-level data, seasonality, and external controls) to estimate the incremental contribution each marketing channel (e.g., search, social, video, offline media) makes to overall performance, and compute return on ad spend (ROAS), response curves, and optimal budget allocation. Because it’s open source, users have full transparency into methodology and code, giving them control over model configuration, data inputs, and assumptions.Starting Price: Free -
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Robyn
Meta
Robyn is an open source, experimental Marketing Mix Modeling (MMM) package developed by Meta’s Marketing Science team. It’s designed to help advertisers and analysts build rigorous, data-driven models that quantify how different marketing channels contribute to business outcomes (like sales, conversions, or other KPIs) in a privacy-safe, aggregated way. Rather than relying on user-level tracking, Robyn analyzes historical time-series data, combining marketing spend or reach data (ads, promotions, organic efforts, etc.) with outcome metrics, to estimate incremental impact, saturation effects, and carry-over (adstock) dynamics. Under the hood, Robyn blends classical statistical methods with modern machine learning and optimization; it uses ridge regression (to regularize against multicollinearity in many-channel models), time-series decomposition to isolate trend and seasonality, and a multi-objective evolutionary algorithm.Starting Price: Free -
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Stella
Stella
Stella is a marketing-measurement platform built to give marketers clear, scientifically sound insight into which ads, campaigns, and media channels actually drive incremental revenue. It includes three core tools; Incrementality Testing, Always-On Incrementality, and Media Mix Modeling (MMM). With Incrementality Testing, Stella runs geo-holdout studies (or inverse holdouts) to compare performance between test and control regions, isolating the causal impact of your ads rather than relying on attribution alone. It automatically handles complex statistical analyses (causal inference, confidence intervals, MAPE/R² checks), letting you see what would have happened without a campaign and therefore revealing the true “lift” generated by each ad. Its Media Mix Modeling tool uses a proprietary Bayesian MMM to decompose historical marketing spend and external factors (like seasonality, promotions, holidays, weather, etc.) to estimate each channel’s contribution to sales.Starting Price: $2,000 per month -
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Adjust
Adjust
Centralize all marketing activities with Adjust, a mobile measurement company. Adjust allows users to track all of their marketing channels and aggregate their conversion data for in-depth analysis. Adjust features real-time protection against mobile ad fraud. Adjust only offers users clean marketing attribution data for accurate analysis. Adjust enables users to gather valuable mobile marketing data points with one simple interface. -
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Keen
Keen Decision Systems
Keen is defining the future of marketing mix as the only system to deliver both historical measurement and predictive, prescriptive planning that continually optimize marketers’ spend choices across all channels, tied to financial impact. Begin making data-driven decisions quickly and add new data as you go. Keen’s marketing elasticity engine estimates help you consider all channels, even those you’ve not tried before. Then run scenarios to build a plan that balances your financial goals and risks. When you think about marketing metrics you probably think of marketing mix, multi-touch attribution and other ways to measure past performance. But how will you decide your next best opportunity, especially if it’s in a channel you’re not using? Or when uncertainty is high, like say, in a pandemic? Keen’s SaaS platform helps you accurately predict future performance across all channels so you can make smarter decisions about how to drive growth. -
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MassTer
MASS Analytics
Our Marketing Mix Modeling software MassTer offers a modern approach to running Marketing Mix Modeling projects. With its user-friendly and intuitive interface, MassTer helps analytical teams perform MMM projects more efficiently. MassTer is designed to help you deliver your end-to-end Marketing Mix Modeling projects efficiently. The best industry practices and advanced modeling techniques are implemented to replicate the MMM project workflow and achieve maximum efficiency. MASS Analytics offers a contemporary MMM approach delivering faster automated and dynamic models powered by Machine Learning to accurately measure the impact of media and marketing in a complex and interactive media landscape. -
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Sellforte
Sellforte
On average, advertisers are burning 10-15% of their media budgets due to bad analytics. Sellforte's SaaS solution helps you to unleash the missed business opportunity. Sellforte's continuous MMM raises you to the next level of marketing measurement as you'll get an objective view of how all campaigns and media channels are driving the business. This makes you prepared whether it's about board meetings, monthly business meetings, agency briefings or campaign analysis. With the slogan "Unleash the impact" we want to highlight our focus on releasing business impact from marketing data by using our proprietary data science algorithms on the platform and deep industry expertise for retail, ecommerce, and telecom industries.Starting Price: €490 per month -
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MixModeler
MixModeler
Modeling platform designed to help marketing teams, analysts, and agencies measure the true incremental impact of their marketing investments across all channels. Unlike traditional attribution tools that rely on cookies and only track digital touchpoints, MixModeler enables businesses to measure the effectiveness of TV, radio, outdoor advertising, and other offline channels alongside digital campaigns. The platform combines sophisticated statistical methods including Bayesian inference and regression analysis with an intuitive interface that makes advanced marketing measurement accessible to users without data science backgrounds. Users can build custom models manually or leverage AI-powered automation to quickly understand which marketing activities are driving real business results. MixModeler offers flexible pricing from free plans for smaller teams to enterprise solutions, making professional-grade MMM capabilities available to organizations of all sizes.Starting Price: Free -
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Fospha
Fospha
World-leading DTC marketers use Fospha to understand their Paid Media performance across their digital and offline channels. Through machine learning, Fospha combines multi-touch-attribution and marketing-mix-modelling in one view. Fospha shows you the credit that impressions-led channels are due, so that marketers can make better data-driven decisions, every day. Track your performance against target using data you can trust. Independent reporting across all channels gives you early warnings when you're going to miss your KPIs, then shows you where to investigate. Dig in to find problems and opportunities. Compare KPIs at a granular level, then decide what you need to do to get back on track and hit your number. As always, break down by channel, source, campaign and objective, across all of your KPIs and time periods. -
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Mercury Media Technology
Mercury Media Technology
Save hours of manual work running your campaigns. Plan, buy and manage omnichannel advertising campaigns in real-time with our web-based media management platform. Centralize all your marketing data in one place. Transform the way you manage your advertising campaigns. Using MMT Mercury saves resources by automating repetitive manual tasks: teams have more time for reflection, analysis and coming up with the best-performing media strategies – creating more value for your business. Campaign Monitor / Marketing Reporting / Digital & Creative / Performance / Customised Dashboard / Competitive Reporting / Budget & Invoice. Data Tech and Infrastructure / Transformation / Data Project Management / Data-Driven Media Transition / Internationalisation / Software Development for Media and Advertising. Contact us to schedule a demo. -
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Rockerbox
Rockerbox
It gets complicated once you go beyond advertising exclusively on Facebook and Google. Rockerbox solves this problem, providing the marketing infrastructure you need to scale your business quickly and efficiently. Rockerbox centralizes all of your marketing spend and campaigns (paid, organic, digital and offline). Rockerbox deduplicates your conversions in a fully transparent and customizable platform, ensuring your data is clean and trustworthy. Struggling to understand the impact of your branding? Rockerbox has playbooks. Not sure how to measure OTT, Linear or Direct Mail? Rockerbox has methodologies for each. Are you trying to crack the nut of Facebook views? Synthetic Events are your answer. How quickly do you need a channel to be ROAS positive? How much loss are you willing to accept before a customer becomes profitable? -
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Mi360
SIBIA Analytics and Consulting Services
Mi360 generates concise and actionable insights for you to estimate true returns from your marketing mix across each promotional channel. As a marketer, you avail the advantage of state-of-the-art predictive marketing analytics to optimize investments. Mi360 equips you with cutting-edge analytics to keep you ahead of the game against competing brands. It is a marketing mix modeling at its possible best, along with a detailed dashboard and marketing scenario evaluation. The business-specific features simplify the imperative measurement of ROI and marketing effectiveness throughout mainstream and digital marketing mediums and strategies. Track performance of the current marketing and promotional tactics through measured audience response and reception for your business and take a step ahead in generating higher ROIs. Stay cognizant of the progress and output for your marketing plans with interactive reports available on dashboards for smooth collaboration within and outside teams. -
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Leavened
Leavened
Our tools deliver actionable insights to maximize ROI. Whether your goal is planning, measurement, or optimization, our performance-based marketers and data scientists are here to guide you. AdImpact is designed to show how your placements in linear television, OTT, digital video, and audio are contributing to your overall campaign effectiveness. Used in conjunction with Leavened’s Marketing Mix Model tool, we can make strategic optimization decisions and recommendations based on the entire impact of your marketing investment. AdResponse analyzes minute-level web activity to determine the immediate impact of individual ad instances. Impact is measured against baselines during which no ads are being aired. -
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MassFeeds
Mass Analytics
MassFeeds is a specialized data preparation tool. It allows to automatically and quickly prepare data presenting multiple formats and coming from various sources. It is designed to accelerate and facilitate the data prep process through the creation of automated data pipelines for your marketing mix model. Data is being created and collected at an increasing pace and organizations cannot expect heavy manual data preparation processes to scale. MassFeeds help clients prepare data collected from various sources and present multiple formats using a seamless, automated, and easy-to-tweak process. Using MassFeeds’ pipeline of processors, data is structured into a standard format that can easily be ingested for modeling. Avoid manual data preparation which is prone to human errors. Make data processing accessible to a wider spectrum of users. Save more than 40% in processing time by automating repetitive tasks. -
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Recast
Recast
Ridding the world of wasted marketing spend through privacy-friendly attribution, modern Bayesian statistics, and automated data pipelines. Most clients using Recast can improve their blended ROI by 10% within 6 months, achieving faster and more efficient growth. Recast does not use any user-level or cookie data, so it is easy to set up and will not be affected by changing privacy regulations that affect other measurement methodologies. Recast helps optimize your marketing performance by accurately measuring the true impact of your marketing in real time. Built to help modern marketers adjust spend based on real-time performance. Confidence intervals for every ROI, saturation curve, and time shift estimate. Predicts where the next dollar will be most effective because they are different and impactful concepts. Recast’s fully Bayesian model lets us incorporate your business context right into the code. -
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Mutinex GrowthOS
Mutinex
GrowthOS provides insight at a much faster rate than traditional marketing mix modeling, which means you can more rapidly find a path to increased ROI. Using GrowthOS is more cost-effective than paying for traditional marketing mix modeling. Which means the payback on your investment is faster. Data collection and ingestion via GrowthOS is easier and faster than traditional market mix modeling. Reduced data overhead means your team can focus less on formatting and more on insights. Every marketer needs to make decisions that lift performance and drive accountability. With GrowthOS marketing mix modeling, you have the marketing analytics platform that guides you to those decisions. -
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Marketscience Studio
Marketscience
Our Marketing Analytics and optimization software provides a modern, integrated environment for advanced marketing investment analytics. In the data visualization module, users, including those without advanced analytic skills, can examine and understand the sets of visuals and statistics needed to both verify the data and form initial insights and hypotheses on what's driving demand. The core Modeling module provides a comprehensive user interface (UI) for specifying a range of dynamic linear panel models at all levels of the client business. User-specified model structures are integrated with the model database to perform any required variable transformation which is then transferred to the proprietary model estimation algorithm housed within the OxMetrics analytics package. -
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Reaching your target consumers is harder than ever before. Media consumption habits are fragmented, new digital channels are gaining importance, and consumer behaviors and influence drivers are changing quickly. To further complicate your marketing plans, the entire digital ecosystem is changing. Data privacy has become a growing concern, with consumers, governments, and major platforms tightening your ability to track and measure engagement by removing 3rd party cookies. These changes have a major impact on how you attract your desired audience, where, when and ultimately how you make the best decisions to maximize the impact of your marketing budget. Using advanced marketing mix modeling techniques and proprietary data sets, GfK Marketing Mix Optimizer can unlock powerful insights to ensure you invest at the right level, on the right channels, with the right campaign to reach and engage with the right people.
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WorkMagic
WorkMagic
WorkMagic helps omnichannel brands measure the true impact of their marketing by combining incrementality testing, multi-touch attribution, and MMM into one unified platform. Its automated geo-based incrementality tests reveal what spend actually drives incremental sales across DTC, Amazon, retail, and wholesale. Instead of relying on guesswork or over-attribution from ad platforms, WorkMagic calibrates attribution models using real experimental results for maximum accuracy. Brands get a clearer view of performance, smarter budget allocation, and higher iROAS. Onboarding takes minutes, thanks to seamless integrations with Shopify, marketing channels, and marketplaces. With WorkMagic, teams finally understand what truly works—and what doesn’t—and can scale efficiently with confidence. -
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Prescient AI
Prescient AI
Uncover under-performing campaigns so you can quickly shift ad spend based on your simulation results and maintain your overall budget. We use a probabilistic and windowless measurement that leverages time-series data from your ecommerce platform and marketing channels to get to the heart of what moved the needle. Using your brand’s historical data, forecast the revenue and ROAS of your campaigns at any adjusted spend amount before you change anything. Connect all of your channels in just 10 minutes with our easy, one-time onboarding. You’ll get actionable insights 48 hours later. Marketers can quantify and benchmark the impact of cross-channel awareness on organic search, direct traffic, and other campaigns via. -
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Forvio
Forvio
Forvio enhances the capabilities of advertisers by providing an advanced Marketing Mix Modeling solution. It maximizes attribution visibility and optimizes budget allocation. The built-in integrations enable automatic data loading, model calibration with incremental experiments, and budget planning using an advanced constraint-based scenario planner. As a Meta measurement partner, Forvio delivers exceptional solutions to advertisers.Starting Price: $299 -
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Dema
Dema
Dema revolutionizes traditional analytics and BI by transforming commerce data into precise, actionable insights. Enabling your team to act faster and make data-driven decisions, from marketing to inventory. Dema's profit marketing mix modeling is designed to maximize profitable growth by optimizing marketing spend and accurately attributing revenue and costs across different channels. Our platform is a user-friendly no-code tool, allowing you to set it up lightning-fast. No tech skills are required, connecting to e-commerce platforms is a breeze. We process live commercial data for detailed profit insights on products, marketing, and customers, empowering businesses to make smarter decisions in real time. Dema uses AI and machine learning to forecast revenue, profit, customer value, inventory, and marketing spending. Plan your future with precision. Effortlessly connect with external tools from other marketing and ecommerce platforms to streamline operations and boost growth. -
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Adobe Mix Modeler
Adobe
Maximize your marketing ROI by bringing together media planning and data insights with speed. Adobe Mix Modeler empowers marketing teams to quickly and confidently determine where to invest to drive business growth and incremental value. With marketers facing increasing pressure to prove business value, Adobe Mix Modeler powers faster, more intelligent measurement and planning. Strategically plan your marketing mix, optimize campaign spending in the moment, and make data-driven recommendations critical to your business, all based on AI-powered incrementality scores within measurement models that inspire confidence in the results. Get complete, unified ROI measurement by combining and harmonizing marketing performance, spend, conversion data, and other important business factors. Drive trust and confidence with data governance tools and transparency in model quality and results. -
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Haus
Haus
Haus is a marketing science platform that enables brands to measure the precise business impact of their advertising efforts, both online and offline, through automated incrementality experiments. It offers products like GeoLift for geo-based incrementality testing, Causal Attribution for day-to-day incrementality reporting, and the upcoming Causal MMM for incrementality-powered media mix modeling. These tools allow users to design and launch experiments in minutes, obtain results in as little as two weeks, and optimize marketing investments with daily incrementality reporting. Haus emphasizes privacy-durable solutions that do not rely on pixels, cookies, or personally identifiable information, ensuring compliance with evolving privacy regulations. -
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sMMMart AI
Salestube
sMMMart AI is a next-generation marketing optimization tool built on Google Cloud Platform that leverages continuous Bayesian modelling to deliver results as often as weekly. It automates data ingestion via proprietary connectors, uses the lightweight_mmm library for multi-level marketing mix modelling, and visualizes insights in Looker Studio. Unlike traditional modelling approaches, sMMMart AI analyzes full-funnel contributions across campaigns and channels (e.g., media spend, pricing, promotions, seasonality), uses Bayesian techniques to improve prediction accuracy, and supports scenario planning to simulate budget allocations and forecast outcomes. It also maintains resilience to evolving data privacy regulations by relying on aggregate econometric modelling rather than individual user-level tracking, and helps marketing teams move beyond last-click attribution by exposing channel synergies, tactical creative-level impact, and strategic optimization across the entire ecosystem. -
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LiftLab
LiftLab
LiftLab is a marketing analytics platform built to optimize media spend and maximize return on advertising investment through data-driven measurement, modeling, and experimentation. At its core is the “LiftLab Trust Engine,” which unifies econometric modeling (an agile Marketing Mix Model, or MMM) with real-world media experiments, such as geo-testing, to deliver transparent, unbiased insights into how each dollar spent on marketing contributes to revenue, both in the short term (performance) and long term (brand uplift and effectiveness). Users connect their sales, ad spend, post-purchase surveys, brand-lift studies, and attribution signals (both online and offline revenue), allowing LiftLab to measure incrementality, isolating the true impact of media spend, while eliminating reliance on last-click attribution or walled-garden platform analytics. -
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GPS Enterprise
Analytic Partners
Analytic Partners delivers a unified commercial analytics platform, GPS Enterprise (GPS‑E), that integrates marketing, sales, financial, operational, and external data to produce a holistic, actionable view of business performance. It uses a proprietary intelligence layer called ROI Genome, drawing on over 25 years of cross-industry data and analytics experience to reveal the true drivers behind growth and to uncover revenue opportunities beyond marketing. With GPS-E, companies can build always-on, adaptive models that go beyond traditional Marketing Mix Modeling (MMM) by incorporating non-marketing variables such as competitive actions, customer trends, macroeconomic factors, and operational inputs, recognizing that a large portion of growth often comes from outside just advertising spend. It features streamlined data orchestration via a module called ADAPTA to automate data ingestion, validation, and standardization across agencies and business units. -
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ScanmarQED
Scanmar
ScanmarQED offer a single platform that can transform the way you deal with your data. Instead of wasting time crunching numbers you can spend more time savouring the information. It's what marketing people were made for. Integrated data is the high octane fuel for marketing analysis. Build your own easy to operate dashboards and Discover insights in seconds. Analyse past campaigns and test thousands of models per minute. Push your marketing to the limit. Create, explore and discover the possibilities. -
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Nielsen Marketing Mix Modeling
Nielsen
Nielsen Marketing Mix Modeling enables customers to assess the impact of their investments, understand what’s working, and optimize marketing budgets accordingly. It provides answers to critical marketing questions using industry-leading performance models for data coverage and granularity, so you can make current and future marketing decisions with confidence. Maximize the impact of your marketing campaigns with unmatched coverage across platforms and devices. Analyze marketing ROI insights in weeks with our automated and connected infrastructure. Optimize your marketing mix with customized simulations that help you plan for future campaigns. -
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Maximus
Sapience
Maximus is a marketing mix modeling and advanced analytics and measurement platform. The tool is built with R using the latest and most advanced machine learning and statistical functions and methods. Marketing Mix Modeling analyzes historical activities, calculates contribution to sales and ROI per activity and predicts future results. Auto modeling and manual modeling with the help of a recommender based on best-fit tests. Compare between multiple models and easily add or remove variables. Group variables under categories such as media, promotion, and seasonality. Tabulated reports and charts of contribution to sales.