Alternatives to Google Meridian
Compare Google Meridian alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Google Meridian in 2026. Compare features, ratings, user reviews, pricing, and more from Google Meridian competitors and alternatives in order to make an informed decision for your business.
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MeridianLink Opening
MeridianLink
MeridianLink® Opening is a digital account opening solution that helps financial institutions simplify onboarding and grow deposits across checking, savings, CDs, and more. The platform combines mobile‑first design, automated workflows, fraud protection, and real‑time decisioning to reduce friction and increase conversions. Features include adaptive forms, save‑and‑resume applications, automated identity verification, instant decisions, immediate funding, and built‑in compliance controls for BO, CIP, KYC, AML, and OFAC. Seamless core integration, in‑application cross‑sell, automated document handling, and ready‑to‑use accounts help institutions reduce operational effort, control risk, and deliver fast, secure, paperless onboarding experiences. -
2
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 -
3
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 -
4
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. -
5
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. -
6
Measured
Measured
Measured provides marketing attribution & cross-channel view across all media channels, PLUS media incrementality testing. Turn on 100+ audience level experiments across Google, Facebook and on 70+ integrated media platforms. Identify Media Waste, Test for Scale. Capture up to 30% marketing efficiency. Powered by incrementality measurement. Ask us for a FREE demo today! Solutions provided: - Marketing Attribution, Cross-Channel View of Marketing Spend - 70+ integrations on major media platform like Google, Facebook, Verizon Media, Criteo, AdRoll, SnapChat, YouTube, and more! - Run always-on, A/B, incrementality tests seamlessly - Integration is easy, be up and running in less than 24 hours - Understand maximum, efficient spend levels without an expensive stress test -
7
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. -
8
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? -
9
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. -
10
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. -
11
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. -
12
Marketing Evolution
Marketing Evolution
The waste in advertising epidemic is a profit killer that creates turmoil for both consumers and marketers. TrafficGuard estimates that within the next 5 years, digital advertisers will waste up to $100 million a day due to ad fraud. Such massive loss is unsustainable for omnichannel marketers and requires a good, hard look at not just spend and strategy, but also the way marketing is measured. Reach your consumers more effectively by understanding how they interact at every touchpoint across online and offline channels. Use advanced analytics to measure and optimize key performance indicators (KPIs) like campaign performance, engagement, and sales. Leverage insights and campaign recommendations to make the best decisions on your media mix, budget, creative rotation, brand-building efforts, and long-range planning. Optimize our total media investment towards business metrics, including brand consideration, demand generation and sales. -
13
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. -
14
Skai
Skai
Introducing the engine for full-circle intelligence, deeper customer connections and insights-driven success, from concept to commerce. Make smarter, predictive decisions at every turn with all the data you need and faster time-to-insight. Our rich data solutions provide AI-contextualized actionable intelligence about consumer sentiment, market trends, competition and more. Customer interactions happen everywhere. Maximize every touchpoint with the the broadest reach and gain the power to engage across all critical retailers, DTC channels, search engines, social media and more. Get more return from your ad spend with flexible, robust and cross-channel performance media activation. Skai’s™ solutions are industry-leading, with seamless ecosystem integrations, for data-driven campaigns and results that exceed KPIs. -
15
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 -
16
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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Causality Engine
Causality Engine
Most attribution tools tell you which ads a customer clicked before buying. That is correlation. Causality Engine tells you what would have happened to your revenue if you had never run those ads. That is causation. We use causal inference, the same statistical methodology behind clinical drug trials, to calculate the incremental revenue each marketing channel actually generates. Not touched. Not assisted. Actually caused. The math is simple: if Meta reports 4.2x ROAS but your total revenue stays flat when you cut spend by 30%, those conversions were going to happen anyway. Causality Engine quantifies exactly how much. Connect your GA4 and Shopify data. Get your first causal analysis in under 5 minutes. No tracking pixels, no cookies, no complex integrations. Just upload your data and see which channels create real growth and which ones take credit for growth that was already happening. One-time analysis: $99. Continuous intelligence: $299/month.Starting Price: $99/month -
18
Crealytics
Crealytics
At Crealytics, challenging the status quo isn’t a tired cliché. It’s a key tenet of our company values. We help brands and retailers to activate their customer data. As a result, they master their paid media performance and acquire more new, loyal customers. Through performance advertising and marketplace solutions, we service over 60 eCommerce brands – including ASOS, Urban Outfitters and Foot Locker. Increase performance through improved measurement and data activation. Optimize biddable media to CLV master incrementality testing enhance marketplace offerings. Maximize brand relationships with smarter sponsored product Ads, build custom private marketplaces, integrate search, PLA & display programs, leverage dedicated sales support. Pinpoint customer values rely on precise calculations. We measure the exact value of every customer engagement, and then determine their contributed value after returns. Finally, we add a predicted lifetime value to their order margin. -
19
MzeroPlatform
Meridian Kiosks
Meridian’s MzeroPlatform serves as the foundation all of Meridian’s software solutions are built on. As a standalone product, MzeroPlatform functions as a secure kiosk browser, allowing companies to deploy web-based kiosks with web applications and URL whitelisting and blacklisting.Starting Price: $17.00/month/user -
20
Meridian
Meridian Cooperative
A best-in-class software setting new standards. Let Meridian Cooperative bring you into the future. Meridian’s browser-based functionality offers more dependability and customization. Meridian FIS/CIS was designed with you in mind. Our intuitive web-based, modular design allows individual pieces to work independently of the status of others. Increase efficiency by accessing Meridian from any internet connected device, in the office or the field. The power of data lies completely in the ability to transform it into meaningful results. At Meridian, we get it. That’s why we do the hard work for you. Our solutions easily link your data with reporting and tracking tools that are easy to understand and work with. From the homepage to personalized columns in reports, take the reins and make your critical data work for you. Our real-time data works to deliver real savings for you and your customers and members. -
21
Accruent Meridian
Accruent
Keep all your documents and drawings in one place with our top-performing enterprise document management software. Meridian provides a single source of truth, configurable workflows to streamline collaboration with all internal departments and ensures every document change is versioned and audited to demonstrate regulatory compliance. Engineering document management is the process of effectively searching for, finding and managing the complex engineering documents – including CAD files, drawings, designs, technical documents and communication documents, that exist in AEC organizations (Architecture, Engineering & Construction). Effective engineering document management can often be difficult for businesses in these industries. Meridian’s document management system for engineering projects can resolve these concerns. Meridian can centralize an organization’s relevant documents and drawings while automating key processes. -
22
Meridian
Meridian
Meridian is an AI visibility platform designed for enterprise brands and agencies ready to lead in the new era of AI-driven search. Combining visibility and improvement tools, Meridian empowers marketing teams to turn insights into fast, measurable wins. Key Features - Brand Analytics: Track your AI visibility, see where and how AI mentions your brand, and uncover insights to enhance your performance. - Website Insights: Understand how AI sees and crawls your website and product information. - Product Shopping: See how your products are showing up in AI-native shopping experiences, improve their placement, and drive more traffic and sales. - Improvement Actions: With Meridian’s actionable recommendations, quickly resolve problems that impact your AI search visibility, enhancing rankings and driving growth.Starting Price: Custom -
23
Meridian Global LMS
Meridian Knowledge Solutions
Learners gain the ability to select topics of interest and receive relevant recommendations based upon these interests on their homepage and in the catalog. Deliver a personalized, consumer-grade learning experience via an easy to navigate user interface that your learners will love. Meridian Mobile’s robust capabilities allow courses and mobile-friendly materials to be consumed anytime, anywhere, even when offline. Managers, instructors and administrators can also make changes and process approvals on-the-go. The dominKnow | ONE Responsive eLearning Authoring System is included with the Meridian LMS at no additional charge for qualifying new clients. This integration allows your content authors to work collaboratively to rapidly create engaging learning content. Personalize Meridian LMS with your corporate identity. Embed your branding, create custom URLs and domains for different learner audiences and deliver a fully branded mobile app experience to learners on the go. -
24
Meridian
Meridian
Meridian is an AI-powered CRM and deal-management system built specifically for private-markets investment teams, enabling firms to source deals thematically, manage pipelines, and centralize firm-wide data. It combines native workflows for every level, from associates to partners, so teams can track opportunities, streamline pre-investment-committee collaboration, benchmark potential deals against both internal and public data, and deploy insights via a built-in AI assistant. Users benefit from automated enrichment of company and contact records, email forwarding to capture meeting notes without logging in, and an intuitive mobile/web front end designed to drive adoption across the firm. Meridian supports robust permissions, multi-fund structures, and enterprise-grade security (including SOC 2 compliance) to safeguard sensitive investment data. -
25
AgenaRisk
Agena
AGENARISK uses the latest developments from the field of Bayesian artificial intelligence and probabilistic reasoning to model complex, risky problems and improve how decisions are made. You can use AgenaRisk models to make predictions, perform diagnostics and make decisions by combining data and knowledge about complex causal and other dependencies in the real world. Our clients use AgenaRisk to model a variety of problems involving risk and uncertainty including operational risk, actuarial analysis, intelligence analysis risk, systems safety and reliability, health risk, cyber-security risk and strategic financial planning. AgenaRisk designs and markets groundbreaking products using Bayesian Network technology. Our technology and accompanying methodology has been published in top academic AI, machine learning, actuarial, decision science and cognitive science journals. -
26
MeridianLink Engage
MeridianLink
MeridianLink® Engage is a banking personalization and marketing intelligence solution that helps financial institutions accelerate growth and deepen accountholder engagement. By transforming core and third‑party data into actionable insights, Engage enables behavior‑based segmentation and message‑driven campaigns across lending, deposits, and card products. Smart campaign management, automated targeting, and workflow automation reduce manual effort while increasing conversion. Real‑time reporting measures campaign impact and ROI, while seamless integration across the MeridianLink® One platform connects origination, account opening, analytics, and digital applications—helping institutions expand share of wallet, drive revenue, and clearly demonstrate marketing’s impact on the bottom line. -
27
Bliss Point by Tinuiti
Tinuiti
Bliss Point by Tinuiti is a patented, AI- and machine-learning-powered marketing measurement and decision platform that centralizes and unifies performance insights across a brand’s full media mix, including online, offline, brand, creative, and customer data, so marketers can uncover what drives growth and eliminate wasted spend. It combines multiple advanced tools into one measurement suite, such as Rapid Media Mix Modeling (rMMM) for fast, transparent causal media analysis, Always-On Incrementality Testing to continuously validate the true impact of channels, Brand Equity measurement to link media investments to brand outcomes and revenue, Creative Insights to identify high-impact creative attributes, Geo Media Mix Modeling to optimize by location, and Customer Insights that turn first-party data into detailed demographic segmentation and penetration analysis. -
28
MeridianLink Consulting
MeridianLink
MeridianLink® Consulting provides financial institutions with expert guidance, proven frameworks, and tailored support to optimize MeridianLink® product performance and continuously improve operations. By aligning strategy to your unique needs, our team helps you implement technology solutions, streamline workflows, and leverage advanced analytics to make smarter, data-driven decisions. With MeridianLink Consulting, your institution can accelerate transformation, sustain improvements, and achieve measurable results that strengthen your bottom line and enhance consumer relationships. -
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MeridianLink Access
MeridianLink
MeridianLink® Access is a digital-first, highly configurable digital application software built to enhance loan and deposit account application processes. With customizable branding, flexible workflows, and self-service features, MeridianLink Access empowers the smooth application experience consumers expect and the results financial institutions need. On the front end, MeridianLink Access provides an intuitive application experience for consumers. Behind the scenes, it integrates seamlessly with online banking platforms, core banking systems, and MeridianLink’s loan and deposit account origination solutions. This connectivity empowers efficiency across financial institutions’ operations to help teams move faster, work smarter, and deliver better end-to-end experiences. -
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Meridian for RFP Analysis
XRSolutions
Meridian for RFP Analysis is a reliable request for proposal (RFP) management solution for state, federal, and local bids. Available with on-premise deployment and supports Windows operating systems, Meridian for RFP Analysis helps your organization by providing critical proposal artifacts needed to develop a winning proposal. By leveraging Meridian for RFP Analysis, you can create comprehensive proposal outlines and perform efficient requirement analysis on any RFP document. Available on all our products at a per license, annual agreement and includes the following benefits. Unlimited Phone Support. Unlimited email Support. Major version upgrades at no cost. Priority notification of product updates. Access to weekly training webinars. Invitations to Beta testing and product round tables. Build a compliance matrix and cross references with Meridian for RFP Analysis.Starting Price: $98 per month -
31
MeridianLink One
MeridianLink
MeridianLink® One is a cloud‑based digital lending and account servicing platform that unifies account opening, loan origination, digital mortgages, collections, marketing, and analytics into a single ecosystem. Designed to support every financial moment—from saving and borrowing to buying a car, purchasing a home, and consolidating debt—the platform automates routine tasks and simplifies complex workflows. With configurable digital acquisition, automated decisioning, real‑time analytics, seamless cross‑sell, core integrations, and enterprise‑grade security, MeridianLink One helps financial institutions work more efficiently, grow smarter, remain compliant, and focus on building stronger customer relationships and serving their communities. -
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Aruba Meridian
Aruba Networks
Meridian is a mobile-app software platform from Aruba, a Hewlett-Packard Enterprise company, that allows public-facing enterprise venues – retailers, hotels, casinos, resorts, airports, hospitals, and convention centers – to create or improve mobile apps that engage visitors on their mobile devices. These venues can leverage Meridian to deliver location-relevant information such as mapping, turn-by-turn directions, venue-specific information, and proximity-based notifications to mobile-app users during their visits. The platform’s cloud-based Meridian Editor is a software-as-a-service (SaaS) content management system (CMS) that houses a location’s Meridian-powered app content. It offers an easy way for venues to create a complete app from scratch with its AppMaker features. Infuse your mobile app with location-based features and vastly improve visitor engagement. -
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mPower Cloud Migration Factory
Meridian Group International
Meridian's mPower Cloud Migration Factory is a comprehensive solution that helps businesses of all sizes migrate their workloads to the cloud quickly, securely, and cost-effectively. Our proven methodology minimizes downtime and disruption to your business and ensures the successful migration of workloads to the cloud. Migrating to the cloud can help you to reduce your IT costs in a number of ways, such as eliminating the need to purchase and maintain hardware and software, and scaling your resources up or down as needed. The cloud gives you the agility to quickly deploy new applications and services, and to easily scale your resources up or down to meet changing demands. The cloud offers a number of security features that can help to protect your data from unauthorized access and use, such as data encryption, intrusion detection, and access control. Meridian's mPower Cloud Migration Factory offers a variety of features to help you migrate your workloads to the cloud. -
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Odyssey Attribution
Odyssey
Odyssey is a multi-touch attribution tool that integrates with your Google Analytics and gives your insight into the true performance of your marketing channels. Increase your online marketing performance due to the actionable insights of Odyssey. After analyzing each traffic source on a granular level, Odyssey will provide you with a suggested ad spend for each ad. Compare this to your current ad spend to identify opportunities and bottlenecks. To get started all you need is Google Analytics. Odyssey uses your Google Analytics raw click data to provide you with actionable insights. Easily integrate with all of your marketing channels. See the incremental value of each marketing channel, on every level. Customers use multiple devices. So we've optimized our attribution model to that. Odyssey uses all the available data in order to form a full customer journey with cross-device attribution. This results in a complete customer journey in a single view.Starting Price: $250 per month -
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Odins
Odins.ai
Odins.ai is a SaaS platform for Marketing Mix Modeling (MMM) that helps marketers understand what drives sales and optimize budgets across channels. The platform automatically collects, structures, and integrates data from all online and offline sources, making it easy to get a complete, privacy-friendly view of performance. Using AI-driven Bayesian MMM, Odins.ai quantifies the effect of each marketing activity and lets users test scenarios, forecast results, and verify that models work — all in an intuitive tool built for marketers, not data scientists. Odins.ai turns complex analytics into actionable insights you can explore and trust, helping teams continuously improve marketing efficiency and ROI. -
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INCRMNTAL
INCRMNTAL
INCRMNTAL is an always-on incrementality measurement platform that reveals the true impact of your ad spend - without cookies, device IDs, or planned experiments. Powered by causal AI and reinforcement learning, INCRMNTAL analyzes marketing performance across Mobile, Web, TV & CTV, Influencers, OOH & DOOH, Audio, and Podcasts to answer the question every marketer should be asking: "What would have happened if I hadn't spent that money?" The platform delivers actionable, privacy-first insights continuously - no control groups, no holdouts, no waiting. Just real incrementality data that helps Advertisers optimize budgets, cut waste, and prove the value of every dollar spent.Starting Price: $3999 -
37
CatmanAi
Singular Intelligence
Using AI and enhanced data, CatmanAi can deliver more accurate and reliable outcomes than traditional, manual prediction methods, helping you make more accurate and reliable business decisions to improve your volume, value, share, & profit performance. Sign up for the ultimate forecasting and analysis platform for the consumer retail market. Consumer trends, true incremental sales by channel, product format, regions, and consumer segments. Conduct sensitivity analysis to understand the most critical assumptions and assess risks. Why and how a new product will grow the category. More accurate with innovative AI modeling and enhanced data. Automated, Augmented scenarios and evaluation for the most optimal decision. Forecasting with an understanding of all causal factors and total marketplace interaction. Evolving market and business drivers in the short and long term. Why and how a new product will grow the category. More accurate with innovative AI modeling and enhanced data. -
38
Retail Integration
Retail Integration
We provide state-of-the-art multichannel retail and ticketing technology capabilities for the retail, visitor attraction and hospitality sectors. With over 25 years of experience in developing our own proprietary EPOS and retail software solutions, we are the partner of choice to many leading retailers and visitor attraction sites. The flexibility and configurability of the Meridian Retail Platform allows us to create systems tailored to the specific needs of our customers. Meridian Experience is the new integrated, end-to-end retail and customer engagement solution for visitor attraction sites. Manage every aspect of your business, from ticketing and admissions to merchandising, food and loyalty programs. Retail Integration’s Meridian platform will integrate seamlessly with all current systems and provide you with an end-to-end solution, saving you time and money. -
39
Actable AI
Actable AI
Powered by open-source state-of-the-art AutoML to train quality models without hassle. Leverages Deep Learning and pre-trained models for extra intelligence whenever applicable. Utilizes Causal AI with AutoML for fairness, causal inference and counterfactual predictions. All trained models are deployed instantly to be used interactively online or with an API. Full feature importances and model explanations with Shapley values. Our AI engine is entirely open-source. It means our algorithms can be fully audited and used everywhere. Clusters customers or products to similar cohorts with a rich set of features. Forecasts future by capturing temporal patterns from historical data. Trains predictive models with labelled data to predict unlabelled data.Starting Price: $80 per user per month -
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MeridianLink Data Connect
MeridianLink
MeridianLink® Data Connect delivers automated, secure access to structured origination data directly into your data warehouse—ready for reporting, analytics, BI tools, and downstream integrations. With more than 65 normalized tables, a comprehensive data dictionary, and an easy-to-consume data model, Data Connect keeps all your data in-house, making it simple to analyze, generate reports, and make smarter, faster decisions. -
41
Meridian Reservation Engines
Meridian Reservation Systems
With 20 years of experience, Meridian Reservation Systems Ltd. is a leading provider of reservations, ticketing and packaging technology for the global travel and hospitality industry. -
42
Bonsai
Bonsai
Bonsai is a cloud-based marketing measurement and automation platform that gives brands a highly accurate view of marketing performance across all channels while allowing full control to automate growth. On Bonsai’s platform, you can use advanced algorithms that train ad platforms (like Google and Meta) to buy clicks that are more likely to generate real business results, rather than just clicks, prioritizing high-value clicks based on attributes gleaned from past performance. They also provide built-in audience analytics, with automatic measurement of customer journeys (online and offline), segmentation by recency, frequency, monetization (RFM), geography, technology and behavior, without needing extra tracking code. For budget planning, Bonsai turns insights from its marketing mix modeling into actionable, profit-focused budget allocations, helping brands identify diminishing returns and optimize spend across channels.Starting Price: $1500 per month -
43
SegmentStream
SegmentStream
SegmentStream is an AI-powered marketing measurement and attribution platform that helps companies understand the true impact of their marketing. It connects data across channels (paid media, organic, CRM, offline), goes beyond last-click attribution, and measures incremental lift — showing which campaigns actually drive revenue, not just clicks. On top of that, it uses predictive models to optimize budgets, forecast performance, and improve ROAS, even in privacy-restricted environments. In short: SegmentStream helps marketers measure what really works and spend budgets more effectively.Starting Price: $5,000 / month -
44
NVIDIA PhysicsNeMo
NVIDIA
NVIDIA PhysicsNeMo is an open source Python deep-learning framework for building, training, fine-tuning, and inferring physics-AI models that combine physics knowledge with data to accelerate simulations, create high-fidelity surrogate models, and enable near-real-time predictions across domains such as computational fluid dynamics, structural mechanics, electromagnetics, weather and climate, and digital twin applications. It provides scalable, GPU-accelerated tools and Python APIs built on PyTorch and released under the Apache 2.0 license, offering curated model architectures including physics-informed neural networks, neural operators, graph neural networks, and generative AI–based approaches so developers can harness physics-driven causality alongside observed data for engineering-grade modeling. PhysicsNeMo includes end-to-end training pipelines from geometry ingestion to differential equations, reference application recipes to jump-start workflows.Starting Price: Free -
45
MeridianLink Business
MeridianLink
MeridianLink® Business is a cloud-based lending platform that empowers banks and credit unions to streamline their business lending processes. By digitizing the entire loan lifecycle—from application to closing—it enables financial institutions to engage business borrowers online, make data-driven decisions with advanced analytics, and accelerate funding timelines. The platform features smart decisioning tools, a borrower-friendly Business Owner Hub, and rapid deployment capabilities, all designed to enhance efficiency and competitiveness in business lending. Our integrated digital platform supports the entire consumer financial journey—including deposit account opening, consumer loan origination, mortgage and indirect lending, data analytics, marketing, and collections—while connecting with hundreds of trusted vendor partner solutions. Visit our website to learn more. -
46
MeridianLink Mortgage Credit Link (MCL)
MeridianLink
MeridianLink® Mortgage Credit Link™ (MCL) is a plug-and-play web-based order fulfillment hub that simplifies product ordering with an intuitive web interface and integrated tools for order fulfillment. MCL is a one-stop platform for credit and verification data ordering from mortgage origination to closing. This comprehensive list of products and services are also available through a single API for integration into any application for a seamless experience that helps to eliminate human error and reduce costs. Our integrated digital platform supports the entire consumer financial journey—including deposit account opening, consumer loan origination, mortgage and indirect lending, data analytics, marketing, and collections—while connecting with hundreds of trusted vendor partner solutions. Visit our website to learn more. -
47
MeridianLink Insight
MeridianLink
MeridianLink® Insight is a turnkey data intelligence tool that simplifies real-time analysis for financial institutions, eliminating costly R&D, complex master data management, and high-risk IT processes. With hundreds of pre-built dashboards, customizable reports, and automated delivery, institutions save time, reduce manual effort, and make faster, more informed strategic decisions. Dashboards and reports can be tailored to track KPIs, align with departmental goals, and support executive-level decision making. By providing scalable, secure access to critical data, Insight helps institutions boost revenue, optimize operations, and enhance the consumer experience. -
48
mProtect Platinum
Meridian Group International
mProtect Platinum is an enterprise-grade data protection solution that offers comprehensive features and premium support. It is designed to help you protect your data from all types of threats and ensure that your business can recover from any disaster. mProtect Platinum protects all of your critical assets, including physical and virtual servers, databases, applications, and endpoints. You can choose to back up your data on-premises, in the cloud, or both. Meridian's team of experts will proactively monitor your data protection environment for potential problems and take steps to resolve them before they cause any disruption to your business. mProtect Platinum allows you to schedule automatic backups for your data, which can save you time and effort. You can also schedule incremental backups to reduce the amount of data that needs to be backed up each time. -
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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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Amazon SageMaker Feature Store is a fully managed, purpose-built repository to store, share, and manage features for machine learning (ML) models. Features are inputs to ML models used during training and inference. For example, in an application that recommends a music playlist, features could include song ratings, listening duration, and listener demographics. Features are used repeatedly by multiple teams and feature quality is critical to ensure a highly accurate model. Also, when features used to train models offline in batch are made available for real-time inference, it’s hard to keep the two feature stores synchronized. SageMaker Feature Store provides a secured and unified store for feature use across the ML lifecycle. Store, share, and manage ML model features for training and inference to promote feature reuse across ML applications. Ingest features from any data source including streaming and batch such as application logs, service logs, clickstreams, sensors, etc.
