Best Incrementality Testing Tools in the UK

Skai is the best marketing platform for brands that want to plan, activate, and measure growth strategies through the most engaging digital channels. Skai is the only marketing platform that combines data-driven insights with best-of-breed optimizing to help brands make informed decisions, scale up and measure performance across Google and Facebook, Microsoft, Amazon and Walmart, Roundel and Apple Search Ads. Machine-learning algorithms and artificial Intelligence from Skai leverage market signals to help companies predict and keep up with the omnichannel customer journey. Skai is backed by Sequoia Capital and Arts Alliance, Tenaya Capital and Bain Capital Ventures.

Measured provides marketing insight, cross-channel view and media incrementality testing. You can turn on 100+ audience-level experiments on Google, Facebook, and 70+ integrated media platforms. Identify Media Waste, Scale. Up to 30% Marketing Efficiency. Powered by incrementality measurement Ask us today for a free demo! Solutions available: - Cross-Channel View of Marketing Spend, Marketing Attribution - More than 70+ integrations on major media platforms like Google, Facebook and Verizon Media, Criteo. AdRoll, SnapChat. YouTube, and many more! - Run A/B, incrementality, and always-on tests seamlessly - Integration is simple, you can be up and running in less that 24 hours - Learn how to maximize your spending without a stressful stress test

Lifesight is a unified marketing measurement platform that helps marketers move away from inaccurate attribution that leads to misallocated budgets & wasted ad spend. Lifesight leverages modern measurement techniques like marketing mix modeling, incrementality testing & causal attribution to help them make better decisions that result in sustainable & profitable growth. Our core features: Data centralization & operationalization: Eliminate data silos, data quality issues and inconsistencies so you get the right insights every time. Marketing effectiveness measurement: Measure the true causal impact of online and offline marketing on all sales so you can make the right decisions. Planning, forecasting & optimization: Achieve your marketing goals with predictability & confidence with AI-powered insights. Marketing intelligence & analytics: Navigate your way to profitable growth by blending marketing & finance to deliver continuous improvements. Lifesight offers full-funnel measurement for every industry: Ecommerce, Retail, Agencies, gaming, entertainment, B2B SaaS and Travel & lifestyle. Learn more at lifesight.io

Google Meridian is an open source framework for Marketing Mix Modeling (MMM) designed by Google, aimed at assisting advertisers and analysts in effectively assessing the influence of their marketing initiatives across both online and offline platforms without dependence on cookies or individual user tracking. Central to Meridian is a Bayesian causal-inference model that can process aggregated data—including spend, sales, key performance indicators, reach and frequency, geographical data, seasonality, and external controls—to determine the incremental impact of each marketing channel, such as search, social media, video, and offline media, on overall results, as well as to calculate return on ad spend (ROAS), response curves, and optimal budget distribution. As an open-source tool, it affords users complete visibility into the methodologies and code, empowering them to customize model settings, data inputs, and the underlying assumptions. This level of transparency not only enhances trust but also encourages collaboration among users to refine the model further. Additionally, the open-source nature allows for community contributions, which can lead to continuous improvements and innovations in the framework.

Robyn is a cutting-edge, open-source Marketing Mix Modeling (MMM) tool created by Meta’s Marketing Science team for experimental purposes. It aims to assist advertisers and analysts in constructing thorough, data-driven models that assess how various marketing channels affect business results, such as sales and conversions, while ensuring privacy through aggregated data. Instead of depending on tracking individual users, Robyn delves into historical time-series data by integrating marketing expenditure or reach information—encompassing ads, promotions, and organic initiatives—with performance indicators to evaluate incremental impacts, saturation effects, and carry-over dynamics. The package utilizes a combination of classical statistical techniques and contemporary machine learning methods; it employs ridge regression to mitigate multicollinearity in complex models, performs time-series decomposition to differentiate between trends and seasonal patterns, and incorporates a multi-objective evolutionary algorithm for optimization. This innovative approach allows businesses to gain deeper insights into their marketing effectiveness and make more informed decisions based on robust analysis.

Stella is a platform designed for marketing measurement, providing marketers with robust, scientifically validated insights into which advertisements, campaigns, and media channels effectively contribute to increased revenue. The platform is equipped with three primary tools: Incrementality Testing, Always-On Incrementality, and Media Mix Modeling (MMM). Through Incrementality Testing, Stella conducts geo-holdout studies, also known as inverse holdouts, to evaluate performance differences between test and control areas, effectively isolating the causal effects of advertisements as opposed to relying solely on attribution methods. This tool simplifies complex statistical processes, including causal inference and confidence intervals, allowing users to understand the potential outcomes without a specific campaign, thus uncovering the genuine “lift” attributed to each advertisement. Furthermore, its Media Mix Modeling feature employs a unique Bayesian approach to dissect historical marketing expenditures and various external influences, such as seasonality and promotional events, to assess the contribution of each channel to overall sales effectively. By leveraging these advanced methodologies, Stella empowers marketers to make informed decisions based on accurate data analysis.

Advertisers are, on average, wasting 10-15% of their media spending due to ineffective analytics. Sellforte's software-as-a-service (SaaS) platform empowers you to capitalize on previously overlooked business prospects. By utilizing Sellforte's ongoing marketing mix modeling (MMM), you can elevate your marketing measurement capabilities, gaining an unbiased perspective on how various campaigns and media channels contribute to your business success. This preparation is invaluable for board meetings, monthly business reviews, agency discussions, or analyzing campaign effectiveness. With the tagline "Unleash the impact," we emphasize our commitment to generating significant business outcomes from marketing data through our unique data science algorithms and extensive industry knowledge in retail, ecommerce, and telecommunications. Moreover, this approach not only enhances decision-making but also fosters greater collaboration among teams.

The rampant waste in the advertising industry is a significant threat to profitability that disrupts the experience for both consumers and marketers alike. According to TrafficGuard, it is projected that digital advertising waste could reach as high as $100 million daily over the next five years due to ad fraud. This staggering financial drain poses a serious challenge for omnichannel marketers and necessitates a thorough reevaluation of not only spending and strategy but also the metrics used to assess marketing effectiveness. To connect with consumers more efficiently, it's essential to comprehend their interactions at various touchpoints across both online and offline platforms. By employing advanced analytics, marketers can effectively track and enhance key performance indicators (KPIs) such as campaign effectiveness, customer engagement, and overall sales. Additionally, using data-driven insights and tailored campaign suggestions can empower marketers to make informed choices regarding their media mix, budget allocations, creative strategies, brand development initiatives, and long-term planning. Ultimately, refining the overall media investment strategy is critical for driving essential business outcomes, including brand awareness, generating demand, and boosting sales figures in a competitive landscape. By prioritizing these areas, marketers can better navigate the complexities of the advertising ecosystem and work towards mitigating losses due to inefficiencies.

Navigating the landscape of marketing becomes increasingly intricate when you move beyond just advertising on Facebook and Google. Rockerbox addresses this challenge by equipping you with the essential marketing infrastructure needed to rapidly and effectively scale your business. By centralizing all of your marketing expenditures and campaigns—whether they are paid, organic, digital, or offline—Rockerbox streamlines your efforts. The platform ensures that conversions are deduplicated, delivering a fully transparent and customizable experience that guarantees your data remains accurate and reliable. If you're facing difficulties in gauging the impact of your brand, Rockerbox offers comprehensive playbooks to guide you. Not clear on how to evaluate OTT, Linear, or Direct Mail effectiveness? Rockerbox provides specific methodologies tailored for each type of media. Looking to understand Facebook views better? The solution lies in utilizing Synthetic Events. Additionally, pondering how swiftly you require a channel to achieve a positive return on ad spend (ROAS)? It's crucial to also consider the level of loss you're prepared to tolerate before a customer becomes profitable, as these metrics play a vital role in your overall marketing strategy.

Eliminating inefficiencies in marketing expenditure is achievable through privacy-conscious attribution, contemporary Bayesian analytics, and automated data workflows. Clients who utilize Recast typically see a blended return on investment rise by 10% within six months, facilitating quicker and more effective growth. By avoiding the use of user-level or cookie data, Recast ensures straightforward setup and resilience against evolving privacy laws that may disrupt other measurement techniques. This platform enhances marketing effectiveness by providing real-time insights into the genuine influence of campaigns. Designed for modern marketers, it allows for adjustments in budget allocation based on ongoing performance metrics. With features such as confidence intervals for every return on investment, saturation curves, and time shift estimates, Recast can predict the most impactful use of budgetary resources. The innovative Bayesian framework enables the seamless integration of your specific business context into the analytical model, ensuring tailored insights that drive results. Ultimately, Recast empowers marketers to make informed decisions that maximize their marketing potential.

WorkMagic delivers a triangulated measurement system that enables brands to accurately quantify the incremental lift of every marketing channel. Using automated geo incrementality testing, it creates test and control groups that show the real, causal impact of campaigns—without manual setup or technical overhead. The platform then refines attribution models and MMM using these results, giving brands a precise and trustworthy view of ROI. WorkMagic also measures halo effects across Amazon, retail, and wholesale, helping brands see the full spectrum of influence beyond just DTC. With a 10-minute integration and guided onboarding, companies can launch their first incrementality test within a week. Actionable insights reveal how much to spend daily on each channel, which campaigns deserve more budget, and when diminishing returns kick in. Brands using WorkMagic consistently see improvements in ROAS, MER, and CAC. It’s the measurement system built for modern paid media complexity—and for brands seeking profitable, data-backed growth.

Haus is a cutting-edge marketing science platform that provides brands with the ability to accurately assess the true business effects of their advertising campaigns, whether conducted online or offline, by utilizing automated incrementality experiments. It features innovative products such as GeoLift for geographic incrementality testing, Causal Attribution for regular incrementality assessments, and the soon-to-be-released Causal MMM for media mix modeling driven by incrementality. These advanced tools empower users to quickly design and execute experiments within minutes, receive results in as little as two weeks, and enhance their marketing strategies through daily incrementality insights. Furthermore, Haus is committed to offering privacy-conscious solutions that avoid the use of pixels, cookies, or any personally identifiable information, which ensures adherence to the latest privacy regulations. As the landscape of digital marketing continues to evolve, Haus remains at the forefront, equipping brands with the necessary tools to navigate these changes effectively.

Analytic Partners offers a comprehensive commercial analytics solution known as GPS Enterprise (GPS‑E), which seamlessly combines marketing, sales, financial, operational, and external datasets to create a thorough and practical understanding of business performance. This platform is powered by a unique intelligence layer called ROI Genome, leveraging over 25 years of expertise in cross-industry data and analytics to identify the fundamental factors driving growth while also revealing revenue potentials that extend beyond traditional marketing efforts. With GPS-E, organizations can develop continuously adaptive models that surpass conventional Marketing Mix Modeling (MMM) by factoring in non-marketing elements like competitive actions, consumer behaviors, macroeconomic influences, and operational factors, acknowledging that a significant proportion of growth often originates from areas beyond mere advertising expenditure. Additionally, it includes an efficient data orchestration feature named ADAPTA, which facilitates the automation of data collection, validation, and standardization across various agencies and business units, enhancing consistency and accuracy in analytics. This innovative approach empowers companies to make data-driven decisions that are not only informed by marketing but also by a broader spectrum of business dynamics.

ScanmarQED provides a comprehensive platform designed to revolutionize your data management experience. By minimizing the time spent on calculations, you can focus on enjoying the insights the data offers. This aligns perfectly with the essence of marketing professionals. Consolidated data acts as the powerful energy source for effective marketing analysis. You can create user-friendly dashboards that allow you to uncover insights in mere moments. Evaluate historical campaigns and experiment with countless models every minute. Maximize your marketing potential. Innovate, investigate, and unlock new opportunities. This platform empowers you to take control of your data like never before.

At Crealytics, we don't just challenge the status quo as a mere saying; we embody it as a fundamental aspect of our corporate ethos. Our mission is to empower brands and retailers to effectively utilize their customer data, enabling them to excel in their paid media performance and cultivate a larger base of loyal customers. By providing performance advertising and marketplace solutions, we partner with more than 60 eCommerce brands, such as ASOS, Urban Outfitters, and Foot Locker. Our focus is on enhancing performance through refined measurement and data activation strategies, as well as optimizing biddable media to enhance customer lifetime value while mastering incrementality testing and improving marketplace offerings. We aim to strengthen brand relationships with innovative sponsored product ads, develop custom private marketplaces, and seamlessly integrate search, PLA, and display programs, all while leveraging dedicated sales support. Our approach allows us to accurately assess customer values through meticulous calculations, ensuring that we measure the precise value of each customer interaction and subsequently evaluate their contribution after returns. Ultimately, we encompass a predicted lifetime value into their order margin, creating a holistic understanding of customer impact on the business. This comprehensive evaluation ensures that our clients not only understand their current standing but are also poised for future growth.