Best Machine Learning Software for Meta Ads
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Compare the Top Machine Learning Software that integrates with Meta Ads as of February 2026
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This a list of Machine Learning software that integrates with Meta Ads. Use the filters on the left to add additional filters for products that have integrations with Meta Ads. View the products that work with Meta Ads in the table below.
What is Machine Learning Software for Meta Ads?
Machine learning software enables developers and data scientists to build, train, and deploy models that can learn from data and make predictions or decisions without being explicitly programmed. These tools provide frameworks and algorithms for tasks such as classification, regression, clustering, and natural language processing. They often come with features like data preprocessing, model evaluation, and hyperparameter tuning, which help optimize the performance of machine learning models. With the ability to analyze large datasets and uncover patterns, machine learning software is widely used in industries like healthcare, finance, marketing, and autonomous systems. Overall, this software empowers organizations to leverage data for smarter decision-making and automation. Compare and read user reviews of the best Machine Learning software for Meta Ads currently available using the table below. This list is updated regularly.
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1
Gathr.ai
Gathr.ai
Gathr is a Data+AI fabric, helping enterprises rapidly deliver production-ready data and AI products. Data+AI fabric enables teams to effortlessly acquire, process, and harness data, leverage AI services to generate intelligence, and build consumer applications— all with unparalleled speed, scale, and confidence. Gathr’s self-service, AI-assisted, and collaborative approach enables data and AI leaders to achieve massive productivity gains by empowering their existing teams to deliver more valuable work in less time. With complete ownership and control over data and AI, flexibility and agility to experiment and innovate on an ongoing basis, and proven reliable performance at real-world scale, Gathr allows them to confidently accelerate POVs to production. Additionally, Gathr supports both cloud and air-gapped deployments, making it the ideal choice for diverse enterprise needs. Gathr, recognized by leading analysts like Gartner and Forrester, is a go-to-partner for Fortune 500Starting Price: $0.25/credit -
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Black Crow AI
Black Crow AI
Black Crow is on a mission to make AI accessible to businesses of any size. Our first product supercharges paid marketing for DTC brands using predictive audiences. 250+ DTC merchants already use Black Crow AI to step-change performance. 50% more customers at the same media spend, transform your retargeting and prospecting performance. Our predictions boost remarketing ROI by focusing on your high-value visitors and enable you to scale up prospecting by unlocking new audiences. Let’s simplify & automate your marketing campaigns. Transform your paid marketing performance with machine learning predictions. Supercharge your paid marketing with Black Crow predictive audiences. Black Crow AI’s patented technology predicts customer value in real-time on more than 100 DTC and eCommerce sites. We enable eCommerce merchants to transform their paid marketing performance and scale fast. Integrate in minutes with one of our tag manager templates. -
3
TiMi
TIMi
With TIMi, companies can capitalize on their corporate data to develop new ideas and make critical business decisions faster and easier than ever before. The heart of TIMi’s Integrated Platform. TIMi’s ultimate real-time AUTO-ML engine. 3D VR segmentation and visualization. Unlimited self service business Intelligence. TIMi is several orders of magnitude faster than any other solution to do the 2 most important analytical tasks: the handling of datasets (data cleaning, feature engineering, creation of KPIs) and predictive modeling. TIMi is an “ethical solution”: no “lock-in” situation, just excellence. We guarantee you a work in all serenity and without unexpected extra costs. Thanks to an original & unique software infrastructure, TIMi is optimized to offer you the greatest flexibility for the exploration phase and the highest reliability during the production phase. TIMi is the ultimate “playground” that allows your analysts to test the craziest ideas! -
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Amazon SageMaker Data Wrangler reduces the time it takes to aggregate and prepare data for machine learning (ML) from weeks to minutes. With SageMaker Data Wrangler, you can simplify the process of data preparation and feature engineering, and complete each step of the data preparation workflow (including data selection, cleansing, exploration, visualization, and processing at scale) from a single visual interface. You can use SQL to select the data you want from a wide variety of data sources and import it quickly. Next, you can use the Data Quality and Insights report to automatically verify data quality and detect anomalies, such as duplicate rows and target leakage. SageMaker Data Wrangler contains over 300 built-in data transformations so you can quickly transform data without writing any code. Once you have completed your data preparation workflow, you can scale it to your full datasets using SageMaker data processing jobs; train, tune, and deploy models.
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5
Velocidi
Velocidi
Velocidi is a first-party audience solution for e-commerce marketers. Brands and their agencies use Velocidi to automatically build and segment their first-party audiences for strategic marketing on major platforms. Velocidi’s award-winning technology uses machine learning to predict customer behavior and create highly precise segments for campaigns that maximize revenue and accelerate growth.
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