Improvado vs. Snowflake Comparison


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About Improvado is an AI-powered marketing intelligence platform that enables marketing and analytics teams to unlock the full potential of their data for impactful business decisions. Designed for medium to large enterprises and agencies, Improvado seamlessly integrates, simplifies, governs, and attributes complex data from various sources, delivering a unified view of marketing ROI and performance. With 500+ ready-made connectors extracting over 40,000 data fields from virtually every marketing platform you use, Improvado seamlessly: - Integrates all your marketing and sales data into a unified dashboard - Normalizes disparate data structures into consistent, usable formats - Generates instant reports that previously took days to compile manually - Delivers real-time cross-channel performance insights - Automatically updates your visualization tools like Tableau, Looker, or Power BI	About Snowflake is a comprehensive AI Data Cloud platform designed to eliminate data silos and simplify data architectures, enabling organizations to get more value from their data. The platform offers interoperable storage that provides near-infinite scale and access to diverse data sources, both inside and outside Snowflake. Its elastic compute engine delivers high performance for any number of users, workloads, and data volumes with seamless scalability. Snowflake’s Cortex AI accelerates enterprise AI by providing secure access to leading large language models (LLMs) and data chat services. The platform’s cloud services automate complex resource management, ensuring reliability and cost efficiency. Trusted by over 11,000 global customers across industries, Snowflake helps businesses collaborate on data, build data applications, and maintain a competitive edge.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Mid-size and enterprise-level brands and agencies	Audience Organizations interested in a powerful and comprehensive cloud data platform
Support Phone Support Supported 24/7 Live Support Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Contact Improvado for Pricing Free Version Not Supported Free Trial Not Supported	Pricing $2/credit Pay for the compute and storage you actually use. - Turn compute resources on and off, so you only pay for what you use - Store near-unlimited amounts of data at affordable cloud rates - Grow your analytics infrastructure with linear cost scalability Free Version Not Supported Free Trial Supported
Reviews/Ratings Overall 5.0 / 5 ease 4.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews	Reviews/Ratings Overall 4.8 / 5 ease 4.8 / 5 features 5.0 / 5 design 4.8 / 5 support 4.8 / 5 Read all reviews
Pros & Cons from Real Users Pros Improvado has been a true game-changer for us ever since the integration. Previously, we’ve lacked data granularity and couldn’t find a scalable way to organize data from our advertising platforms. With Improvado, we streamline data to a dedicated data warehouse where all information is being organized and transformed automatically. I like the organizational level that we’ve managed to achieve with this product. Another thing we admire is reporting automation. With normalized data across our company, we’ve been able to automate marketing reporting. We share these reports with the sales department and board of directors to brainstorm and define areas of improvement. With the automation of routine processes, we can allocate more time to higher priority tasks. Cons I wish the UI interface was more comprehensive for new users. Some of my colleagues needed my explanations to realize how some features work. Otherwise, I can’t pinpoint any other drawbacks.	Pros & Cons from Real Users Pros Snowflake is being used across our whole organization. It addresses the need to combine disparate data sources into one single data source and discover insights into our business that would not be easily possible with lots of disconnected data sources. It has great SQL features like LISTAGG or Count Distinct, which go above and beyond Oracle and MS SQL. - Reporting queries run in a fraction of the time that they would in our production systems - We can run simple SQL queries. - Scales up and down seamlessly - Optimized table structures under the hood - Sharing data between accounts - Easy if use - Continuous data pipelines - Snowflake also includes caching at various levels to help speed up your queries and minimum costs. - Support members are very good. Snowflake is acting as a company-wide Data Repository. With its cloud architecture and scalability, it addresses our storage, warehouse, and computation problem at the same time. Snowflake has powerful group roles and policy, which makes it beneficial for enterprise edition and usage. Snowflake acts as a single platform for both data storage and warehousing needs. For deployment purposes, it has the best group policy management and the best UI I've encountered personally. It also accommodates direct connection with AWS and Azure, which is another advantage. - Hosted on cloud: Helps with scalability. - Handling large data scale and ingestion - Separation of compute and storage - Community is active and ever-growing: You will have someone from the community to help whenever you need it. Simple & clean interface Great querying performance Integration with all the major cloud providers Easy to learn querying language Good documentation (+) Easy to adapt and easy to use. (+) The run time of queries is much faster compared to other products in the market. (+) One can select a part of a query for execution. (+) Integration with S3 and other data storage platforms makes snowflake more compatible. (+) One may run concurrent queries without giving up on speed. Cons Nothing to dislike in Snowflake. Awesome data warehouse for huge data set. - Very expensive - Indexing by primary key is non performant Web based IDE is not suitable for writing complex queries, it feels sluggish when heavily used. (-) Performance drops in the case of multiple users. (-) No option for scheduling of a task or a query. (-) The coding syntax has some restrictions like the case-sensitivity issue.
Training Documentation Supported Webinars Supported Live Online Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Improvado Founded: 2015 United States improvado.io	Company Information Snowflake Founded: 2012 United States www.snowflake.com
Alternatives Adverity Adverity GmbH	Alternatives Google Cloud BigQuery Google
JustControl.it GRAHAMSTOWN LIMITED	Amazon Web Services (AWS) Amazon
OpenDQ Infosolve Technologies, Inc	Denodo Denodo Technologies
Tugger	Databricks
Conversionomics View All	Teradata VantageCloud Teradata View All
Categories Big Data Supported Continuous Integration Supported Data Analysis Supported Data Extraction Supported Data Preparation Supported Data Visualization Supported Data Warehouse Supported eCommerce Integration Supported ETL Supported Integration Supported Marketing Analytics Supported Marketing Automation Supported Social Media Management Supported	Categories AI Cloud Providers Supported AI Infrastructure Supported Big Data Supported Columnar Databases Supported Data as a Service (DaaS) Supported Data Clean Room Supported Data Exchange Supported Data Governance Supported Data Lake Supported Data Management Supported Data Marketplaces Supported Data Monetization Supported Data Preparation Supported Data Science Supported Data Warehouse Supported Database Supported Database Management Systems (DBMS) Supported ETL Supported LLM API Supported Machine Learning Supported OLAP Databases Supported Query Engines Supported SQL Databases Supported
Big Data Features Collaboration Not Supported Data Blends Supported Data Cleansing Supported Data Mining Supported Data Visualization Supported Data Warehousing Supported High Volume Processing Not Supported No-Code Sandbox Not Supported Predictive Analytics Not Supported Templates Supported Data Preparation Features Collaboration Tools Supported Data Access Not Supported Data Blending Not Supported Data Cleansing Not Supported Data Governance Not Supported Data Mashup Not Supported Data Modeling Not Supported Data Transformation Supported Machine Learning Not Supported Visual User Interface Not Supported Data Warehouse Features Ad hoc Query Not Supported Analytics Supported Data Integration Supported Data Migration Not Supported Data Quality Control Not Supported ETL - Extract / Transfer / Load Supported In-Memory Processing Not Supported Match & Merge Not Supported ETL Features Data Analysis Supported Data Filtering Supported Data Quality Control Supported Job Scheduling Not Supported Match & Merge Supported Metadata Management Supported Non-Relational Transformations Not Supported Version Control Not Supported Show More Features Continuous Integration Features Build Log Not Supported Change Management Not Supported Configuration Management Not Supported Continuous Delivery Supported Continuous Deployment Supported Debugging Supported Permission Management Not Supported Quality Assurance Management Not Supported Testing Management Not Supported Data Analysis Features Data Discovery Supported Data Visualization Supported High Volume Processing Not Supported Predictive Analytics Not Supported Regression Analysis Not Supported Sentiment Analysis Not Supported Statistical Modeling Supported Text Analytics Supported Data Extraction Features Disparate Data Collection Supported Document Extraction Supported Email Address Extraction Supported Image Extraction Supported IP Address Extraction Supported Phone Number Extraction Supported Pricing Extraction Supported Web Data Extraction Supported Data Visualization Features Analytics Supported Content Management Not Supported Dashboard Creation Supported Filtered Views Not Supported OLAP Not Supported Relational Display Not Supported Simulation Models Not Supported Visual Discovery Not Supported Integration Features Dashboard Supported ETL - Extract / Transform / Load Supported Metadata Management Supported Multiple Data Sources Supported Web Services Supported Marketing Analytics Features A/B Testing Not Supported Campaign Management Not Supported Channel Attribution Supported Customer Journey Mapping Supported Dashboard Supported Performance Metrics Supported Predictive Analytics Supported ROI Tracking Supported Social Media Metrics Supported Website Analytics Supported Marketing Automation Features A/B Testing Not Supported Analytics / ROI Tracking Supported Artificial Intelligence Not Supported Content / Blogging Platform Not Supported Customizable CTAs Not Supported Drip Campaigns Not Supported Dynamic Content Not Supported Landing Pages / Web Forms Not Supported Lead Scoring Not Supported Sales Intelligence Not Supported Search Marketing Supported Segmentation Not Supported Social Marketing Not Supported Website Visitor Tracking Not Supported Social Media Management Features Automated Publishing Not Supported Brand Tracking Not Supported Content Management Not Supported Customer Engagement Not Supported Multi-Account Management Supported Multi-User Collaboration Not Supported Post Scheduling Not Supported Reporting/Analytics Supported Social Media Monitoring Supported	Data Warehouse Features Ad hoc Query Not Supported Analytics Supported Data Integration Not Supported Data Migration Supported Data Quality Control Not Supported ETL - Extract / Transfer / Load Not Supported In-Memory Processing Not Supported Match & Merge Not Supported ETL Features Data Analysis Supported Data Filtering Not Supported Data Quality Control Not Supported Job Scheduling Not Supported Match & Merge Not Supported Metadata Management Not Supported Non-Relational Transformations Not Supported Version Control Not Supported Show More Features Database Features Backup and Recovery Not Supported Creation / Development Not Supported Data Migration Not Supported Data Replication Not Supported Data Search Not Supported Data Security Not Supported Database Conversion Not Supported Mobile Access Not Supported Monitoring Not Supported NOSQL Not Supported Performance Analysis Supported Queries Not Supported Relational Interface Not Supported Virtualization Not Supported
Integrations Shopify Supported Alooma Not Supported Blocks.diy Not Supported Bold BI Not Supported Cased Not Supported Coginiti Not Supported Crisp Data Platform Not Supported InsurSuite Not Supported Kernel AI Not Supported Maven AGI Not Supported Mongrel Not Supported Nixtla Not Supported Peak Not Supported Quix Not Supported Sqitch Not Supported Stella Not Supported Tonic Ephemeral Not Supported Unbounce Supported Vanna.AI Not Supported actiondesk Not Supported Show More Integrations View All 59 Integrations	Integrations Shopify Supported Alooma Supported Blocks.diy Supported Bold BI Supported Cased Supported Coginiti Supported Crisp Data Platform Supported InsurSuite Supported Kernel AI Supported Maven AGI Supported Mongrel Supported Nixtla Supported Peak Supported Quix Supported Sqitch Supported Stella Supported Tonic Ephemeral Supported Unbounce Not Supported Vanna.AI Supported actiondesk Supported Show More Integrations View All 1013 Integrations
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