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Daniel Kravtsov
CEO & Co-Founder, Improvado
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Daniel Mironov
Performance Marketer at Improvado
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Elena Linker
Marketing Operations Analyst
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Hailey Friedman
Co-Founder & CEO, Growth Marketing Pro
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Editor's choice

Marketing Analytics Trends 2026: How AI Is Reshaping Dashboards, Reporting, and Decision-Making

Daniel Mironov

Claravine Alternatives: 3 Superior Solutions Guide

Roman Vinogradov

Tableau vs. Power BI vs. Looker: The Ultimate 2026 BI Tool Comparison

Roman Vinogradov
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Gong Analytics: A Complete Guide to Revenue Intelligence in 2026
  • May 18, 2026

Gong Analytics: A Complete Guide to Revenue Intelligence in 2026

Learn how Gong analytics transforms sales conversations into revenue intelligence. Explore features, use cases, and how to maximize ROI from conversation data.

Roman Vinogradov
Matillion vs Talend: In-Depth Comparison for Marketing Data Analysts (2026)
  • May 18, 2026

Matillion vs Talend: In-Depth Comparison for Marketing Data Analysts (2026)

Compare Matillion and Talend for marketing data integration. Architecture, connectors, pricing, and which tool fits your analytics stack—plus a third option built for marketing.

Roman Vinogradov
Spotify Ads Analytics: Complete Guide for Performance Marketers (2026)
  • May 18, 2026

Spotify Ads Analytics: Complete Guide for Performance Marketers (2026)

Master Spotify Ads Analytics to track campaign performance, measure attribution, and prove ROI. Step-by-step guide with real benchmarks and cross-platform integration.

Roman Vinogradov
Ahrefs Analytics: A Complete Guide for Marketing Data Analysts (2026)
  • May 18, 2026

Ahrefs Analytics: A Complete Guide for Marketing Data Analysts (2026)

Discover how Ahrefs Analytics helps marketing data analysts track website performance, user behavior, and SEO impact—plus how to scale beyond its limits.

Roman Vinogradov
Salesforce Marketing Cloud Analytics: A Complete Guide for 2026
  • May 18, 2026

Salesforce Marketing Cloud Analytics: A Complete Guide for 2026

Learn how to unlock insights from Salesforce Marketing Cloud analytics. Step-by-step guide covering setup, reporting, and integration for data-driven marketing teams.

Roman Vinogradov
Sisense Analytics: Complete Guide for Marketing Teams in 2026
  • May 18, 2026

Sisense Analytics: Complete Guide for Marketing Teams in 2026

Complete guide to Sisense analytics: embedded BI capabilities, ElastiCube architecture, pricing, implementation, and how marketing teams use it for campaign reporting.

Roman Vinogradov
WorkFusion vs UiPath: 2026 Comparison for Marketing Automation Teams
  • May 18, 2026

WorkFusion vs UiPath: 2026 Comparison for Marketing Automation Teams

Compare WorkFusion and UiPath for marketing automation. Discover features, pricing, use cases, and why marketing teams need specialized tools beyond general RPA platforms.

Roman Vinogradov
Mode Analytics: Complete Guide for Marketing Data Analysts in 2026
  • May 18, 2026

Mode Analytics: Complete Guide for Marketing Data Analysts in 2026

Mode Analytics offers SQL-based analysis for technical teams. Learn capabilities, limitations, and when embedded BI fits marketing data workflows in 2026.

Roman Vinogradov
HubSpot Reporting: Complete Guide for Marketing Analysts (2026)
  • May 18, 2026

HubSpot Reporting: Complete Guide for Marketing Analysts (2026)

Master HubSpot reporting with this comprehensive guide. Learn to build custom dashboards, automate data workflows, and unlock marketing insights in 2026.

Roman Vinogradov
BigCommerce Analytics: Complete Guide to Tracking, Reporting & Optimization (2026)
  • May 18, 2026

BigCommerce Analytics: Complete Guide to Tracking, Reporting & Optimization (2026)

Master BigCommerce analytics with our complete guide. Learn to set up tracking, build dashboards, and connect data from GA4, Meta, and Google Ads for better ROI.

Roman Vinogradov
Qlik Analytics: Complete Guide for Marketing Data Analysts (2026)
  • May 18, 2026

Qlik Analytics: Complete Guide for Marketing Data Analysts (2026)

Learn how Qlik Analytics works, what it offers marketing teams, and when to choose specialized marketing analytics platforms for faster activation.

Roman Vinogradov
Matillion vs MuleSoft: Which Integration Platform Fits Your Marketing Stack in 2026?
  • May 18, 2026

Matillion vs MuleSoft: Which Integration Platform Fits Your Marketing Stack in 2026?

Matillion vs MuleSoft for marketing data integration: compare connectors, pricing, transformation capabilities, and marketing-specific features to choose the right platform.

Roman Vinogradov
WooCommerce Analytics: A Complete Guide for Data-Driven E-commerce in 2026
  • May 18, 2026

WooCommerce Analytics: A Complete Guide for Data-Driven E-commerce in 2026

Master WooCommerce analytics in 2026. Learn to track sales, customer behavior, and marketing ROI with native reports, integrations, and advanced platforms.

Roman Vinogradov
MySQL Analytics: Complete Guide for Marketing Data Teams in 2026
  • May 18, 2026

MySQL Analytics: Complete Guide for Marketing Data Teams in 2026

Marketing data analysts: learn how to run analytics on MySQL databases — queries, reporting, integration with BI tools, and when a data connector makes sense.

Roman Vinogradov
Informatica vs Skyvia: 2026 Comparison for Marketing Data Integration
  • May 18, 2026

Informatica vs Skyvia: 2026 Comparison for Marketing Data Integration

Compare Informatica and Skyvia for marketing data integration. Detailed breakdown of pricing, connectors, scalability, and support to help analysts choose the right platform.

Roman Vinogradov
Mailchimp Analytics: Complete Guide to Email Performance Tracking in 2026
  • May 18, 2026

Mailchimp Analytics: Complete Guide to Email Performance Tracking in 2026

Master Mailchimp analytics with our complete guide. Learn to track open rates, clicks, conversions, and ROI. Includes limitations, workarounds, and integration strategies.

Roman Vinogradov
Instagram Hashtag Analytics: Complete Guide for Marketing Data Analysts (2026)
  • May 18, 2026

Instagram Hashtag Analytics: Complete Guide for Marketing Data Analysts (2026)

Learn how to track, analyze, and optimize Instagram hashtag performance. Step-by-step guide with metrics, tools, and measurement frameworks for data-driven analysts.

Roman Vinogradov
Facebook Pages Analytics: Complete Guide for Marketing Data Analysts (2026)
  • May 18, 2026

Facebook Pages Analytics: Complete Guide for Marketing Data Analysts (2026)

Master Facebook Pages analytics with this complete guide. Learn which metrics matter, how to connect data sources, and automate reporting for accurate insights.

Roman Vinogradov
Hevo vs Skyvia: Which ETL Tool is Best for Marketing Analytics in 2026?
  • May 18, 2026

Hevo vs Skyvia: Which ETL Tool is Best for Marketing Analytics in 2026?

Compare Hevo and Skyvia for marketing data integration. Explore pricing, connectors, transformations, and why marketing teams need purpose-built solutions in 2026.

Roman Vinogradov
SendGrid Analytics: A Complete Guide to Email Performance Tracking in 2026
  • May 18, 2026

SendGrid Analytics: A Complete Guide to Email Performance Tracking in 2026

Learn how to use SendGrid analytics to track email performance, troubleshoot delivery issues, and unify email data with your marketing stack. Includes real setup examples.

Roman Vinogradov
Matillion vs Skyvia: Which Data Integration Platform Is Right for You in 2026?
  • May 18, 2026

Matillion vs Skyvia: Which Data Integration Platform Is Right for You in 2026?

Compare Matillion and Skyvia for data integration: features, pricing, and use cases. See which platform fits your team's needs — plus a third option built for marketing data.

Roman Vinogradov
Pipedrive Analytics: Complete Guide to CRM Reporting in 2026
  • May 18, 2026

Pipedrive Analytics: Complete Guide to CRM Reporting in 2026

Build powerful Pipedrive analytics workflows that connect CRM data to your marketing stack. Learn how marketing data analysts extract insights from deals, contacts, and campaigns—without manual exports.

Roman Vinogradov
Zendesk Chat Analytics: A Complete Guide to Tracking and Optimizing Support Performance in 2026
  • May 18, 2026

Zendesk Chat Analytics: A Complete Guide to Tracking and Optimizing Support Performance in 2026

Learn how to set up, track, and analyze Zendesk chat metrics that matter. Discover which KPIs drive support performance and how to build dashboards that reduce response time by 29%.

Roman Vinogradov
Twitter Analytics in 2026: Complete Guide for Marketing Data Analysts
  • May 18, 2026

Twitter Analytics in 2026: Complete Guide for Marketing Data Analysts

Master Twitter (X) analytics in 2026. Learn to track engagement, measure ROI, and connect X data to your marketing stack. Complete guide with metrics, tools, and automation strategies.

Roman Vinogradov
8 Data Integration Tools Like Improvado to Unify Marketing Data in 2026
  • May 18, 2026

8 Data Integration Tools Like Improvado to Unify Marketing Data in 2026

Compare 8 enterprise data integration platforms built for marketing teams. Learn which tools handle multi-touch attribution, schema changes, and 1,000+ data sources.

Roman Vinogradov
Adobe Commerce Analytics: Complete Implementation Guide for 2026
  • May 18, 2026

Adobe Commerce Analytics: Complete Implementation Guide for 2026

Learn how to implement Adobe Commerce Analytics for e-commerce tracking, reporting, and attribution. Step-by-step guide with integration best practices for 2026.

Roman Vinogradov
Microsoft SQL Server Analytics: Complete Guide for Marketing Data Teams (2026)
  • May 18, 2026

Microsoft SQL Server Analytics: Complete Guide for Marketing Data Teams (2026)

Learn how to build marketing analytics on SQL Server Analysis Services (SSAS). Step-by-step guide for marketing data analysts building OLAP cubes, DAX measures, and dashboards.

Roman Vinogradov
TikTok Business Analytics: Complete Guide for Data-Driven Marketers in 2026
  • May 18, 2026

TikTok Business Analytics: Complete Guide for Data-Driven Marketers in 2026

Learn how to track, analyze, and optimize TikTok performance with advanced business analytics. Connect TikTok data to your stack, measure ROI, and scale campaigns.

Roman Vinogradov
Azure Data Lake Analytics: A Complete Guide for Marketing Data Analysts (2026)
  • May 18, 2026

Azure Data Lake Analytics: A Complete Guide for Marketing Data Analysts (2026)

Learn how Azure Data Lake Analytics processes marketing data at scale. Step-by-step guide for analysts: setup, U-SQL optimization, integration, and best practices.

Roman Vinogradov
AppsFlyer Analytics: The Complete Guide for Performance Marketing Managers (2026)
  • May 18, 2026

AppsFlyer Analytics: The Complete Guide for Performance Marketing Managers (2026)

Master AppsFlyer analytics for mobile attribution, cohort analysis, and LTV tracking. Learn how to connect AppsFlyer data with your marketing warehouse in 2026.

Roman Vinogradov
ClickHouse Analytics: How to Build Fast, Scalable Marketing Dashboards in 2026
  • May 18, 2026

ClickHouse Analytics: How to Build Fast, Scalable Marketing Dashboards in 2026

ClickHouse handles billions of marketing events with sub-second query speeds. Learn how to build real-time analytics dashboards that scale without breaking.

Roman Vinogradov
PostgreSQL Analytics: Complete Guide for Marketing Data Teams in 2026
  • May 18, 2026

PostgreSQL Analytics: Complete Guide for Marketing Data Teams in 2026

Learn how to run PostgreSQL analytics on marketing data — from setup to advanced queries. Includes real-world use cases, best practices, and when to scale beyond Postgres.

Roman Vinogradov
Zendesk Analytics in 2026: 7 Best Tools + Comparison Guide
  • May 18, 2026

Zendesk Analytics in 2026: 7 Best Tools + Comparison Guide

Compare the 7 best Zendesk analytics tools in 2026. Learn what Zendesk Explore offers, when to integrate external platforms, and how to choose the right solution.

Roman Vinogradov
Data Quality Checks: The Complete Guide for Marketing Analysts (2026)
  • May 18, 2026

Data Quality Checks: The Complete Guide for Marketing Analysts (2026)

Learn how to implement automated data quality checks that catch errors before they reach your dashboards. Step-by-step guide with real validation rules.

Roman Vinogradov
SEMrush Analytics: How to Use It for Marketing Data Analysis in 2026
  • May 18, 2026

SEMrush Analytics: How to Use It for Marketing Data Analysis in 2026

Learn how marketing data analysts use SEMrush Analytics to track website traffic, audit competitors, and export SEO data into centralized dashboards for better reporting.

Roman Vinogradov
Plausible Analytics: Complete Guide for Marketing Teams in 2026
  • May 18, 2026

Plausible Analytics: Complete Guide for Marketing Teams in 2026

Plausible Analytics offers lightweight, privacy-first web tracking—but lacks multi-touch attribution and data integration. See when it works and when teams need more.

Roman Vinogradov
Magento Analytics: A Complete Guide for Marketing Data Analysts (2026)
  • May 18, 2026

Magento Analytics: A Complete Guide for Marketing Data Analysts (2026)

Learn how to set up Magento analytics, integrate Google Analytics 4, automate reporting, and scale data operations. A complete 2026 guide for marketing data analysts.

Roman Vinogradov
Ashby Analytics: Complete Guide to Recruiting Data in 2026
  • May 18, 2026

Ashby Analytics: Complete Guide to Recruiting Data in 2026

Learn how Ashby Analytics transforms recruiting data into strategic decisions. Build reports, track hiring metrics, and connect ATS data to your marketing stack.

Roman Vinogradov
Braze Analytics: Complete Guide for Marketing Data Analysts in 2026
  • May 18, 2026

Braze Analytics: Complete Guide for Marketing Data Analysts in 2026

Learn how to set up, analyze, and optimize Braze analytics for customer engagement campaigns. Covers reports, segment tracking, event analytics, and data export best practices.

Roman Vinogradov
Klaviyo Analytics: 9 Best Practices for Email Marketing Data in 2026
  • May 18, 2026

Klaviyo Analytics: 9 Best Practices for Email Marketing Data in 2026

Master Klaviyo analytics with 9 proven practices for Marketing Data Analysts. Extract campaign performance, automate reporting, and integrate email data with your entire marketing stack.

Roman Vinogradov
Self-Service Analytics in 2026: How It Works, Benefits & Implementation Guide
  • May 18, 2026

Self-Service Analytics in 2026: How It Works, Benefits & Implementation Guide

Learn how self-service analytics empowers marketing analysts to explore data independently. Discover key components, implementation steps, and platform comparison for 2026.

Roman Vinogradov
ConvertKit Analytics: A Complete Guide for Performance Marketers in 2026
  • May 18, 2026

ConvertKit Analytics: A Complete Guide for Performance Marketers in 2026

Learn how to track ConvertKit performance, connect email data to your marketing stack, and measure true ROI. A practical guide for performance marketing teams.

Roman Vinogradov
Greenhouse Analytics: Complete Guide for Marketing & HR Teams (2026)
  • May 18, 2026

Greenhouse Analytics: Complete Guide for Marketing & HR Teams (2026)

Learn how to extract, analyze, and activate Greenhouse recruiting data for cross-functional reporting. Integration patterns, common pitfalls, and tools that help.

Roman Vinogradov
Google Ecommerce Analytics: Complete Implementation Guide (2026)
  • May 18, 2026

Google Ecommerce Analytics: Complete Implementation Guide (2026)

Set up Google Analytics 4 ecommerce tracking step-by-step. Automate data pipelines, eliminate manual tagging, and get accurate attribution with real-time dashboards.

Roman Vinogradov
Azure SQL Analytics: Complete Guide for Marketing Data Analysts in 2026
  • May 18, 2026

Azure SQL Analytics: Complete Guide for Marketing Data Analysts in 2026

Learn how to implement Azure SQL Analytics for marketing data analysis. Step-by-step guide to setup, optimization, and integration with marketing platforms.

Roman Vinogradov
Matomo Analytics: Complete Guide for Marketing Data Teams in 2026
  • May 18, 2026

Matomo Analytics: Complete Guide for Marketing Data Teams in 2026

Master Matomo analytics with this complete guide for data teams. Learn setup, privacy compliance, tracking implementation, and how to integrate Matomo with your marketing stack.

Roman Vinogradov
MailerLite Analytics: Complete Guide to Email Performance Tracking in 2026
  • May 18, 2026

MailerLite Analytics: Complete Guide to Email Performance Tracking in 2026

Master MailerLite analytics with this complete guide. Learn how to track campaigns, build custom reports, and connect email data to your marketing stack for better ROI.

Roman Vinogradov
Denodo vs Tableau: Which Tool Should You Use in 2026?
  • May 18, 2026

Denodo vs Tableau: Which Tool Should You Use in 2026?

Denodo and Tableau solve different problems. Compare data virtualization vs visualization, learn when to use each, and discover a unified alternative.

Roman Vinogradov
Mandrill Analytics: Complete Guide to Email Metrics in 2026
  • May 18, 2026

Mandrill Analytics: Complete Guide to Email Metrics in 2026

Learn how to track, analyze, and act on Mandrill email metrics. Discover what analytics Mandrill offers, its limits, and how to unify transactional email data with your marketing stack.

Roman Vinogradov
Zoho CRM Analytics: Complete Guide for Marketing Data Analysts (2026)
  • May 18, 2026

Zoho CRM Analytics: Complete Guide for Marketing Data Analysts (2026)

Master Zoho CRM analytics: dashboards, reports, Zia AI insights. Learn to extract pipeline data, connect external sources, and avoid common mistakes in 2026.

Roman Vinogradov
Mailgun Analytics: Complete Guide for Marketing Data Analysts (2026)
  • May 18, 2026

Mailgun Analytics: Complete Guide for Marketing Data Analysts (2026)

Master Mailgun analytics: track email performance, monitor deliverability, and centralize campaign data. Step-by-step guide with API integration and dashboard setup.

Roman Vinogradov

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