Adasight Blog

Best A/B Testing Tools in 2026: Compared for Product and Growth Teams

Adasight x Project Europe: Building Data Foundations for Startup Growth

Why Your Lovable Analytics and Amplitude Show Different Numbers
Lovable, Amplitude with autocapture, and Amplitude done right give three different user counts. Here's why—and which to trust.

Marketing Analytics in Amplitude: A Complete Guide to Channels, Ads, and Performance
A practical tour of Amplitude's Marketing Analytics hub: channels, attribution, ad performance, AI visibility, and conversion funnels.

How to Get Started With Statsig: A Step-by-Step Guide for Product Teams
Your beginner guide to SDK selection, event tracking, identity resolution, and first experiment.

How to Interpret A/B Test Results: A Practical Guide for Growth Teams
A positive p-value is not enough to ship. Here is the complete process for interpreting A/B test results: statistical checks and AI workflow

Your Company Belongs in a Markdown File: How to Give AI the Context It Needs
Your AI is guessing about your business. Here is how to fix that in an afternoon: one markdown repo, one prompt, better answers every time.

Guide to A/B Testing Frameworks: How to Prioritise Your Hypotheses
Most teams prioritise A/B tests based on gut feel. Here is how ICE scoring works, where it fails, and how AI makes prioritisation objective.

How to Generate A/B Test Hypotheses Automatically Using AI and Amplitude
Generating A/B test hypotheses manually takes days. Here is the AI workflow that connects Claude to Amplitude to do it automatically.

What Is Statsig? How It Works With Amplitude for Product Teams
Statsig handles experiments. Amplitude handles analytics. Here is what each does, how they connect, and when your team needs both.

Best Product Analytics Tools in 2026: Compared for Product and Growth Teams
Amplitude, Mixpanel, PostHog, Fullstory, GA4: here is how the best product analytics tools in 2026 compare and which one fits your team.

Split Testing vs A/B Testing: What's the Difference and Which Should You Use?
Split testing and A/B testing aren't the same. Here is what each means, where they differ, and which one to use for your next experiment.

A/B Testing in Marketing: A Complete Guide With Examples
A/B testing in marketing replaces guessing with evidence: this guide has real examples, core process, and mistakes to avoid.

A/B Testing Best Practices: The Complete Guide for 2026
Most A/B tests fail because of process mistakes. Here are the best practices, 5 key concepts, and 6-point checklist to declare real winners.

Amplitude Segment Integration: How to Connect Your CDP to Product Analytics
Connect Segment to Amplitudesetup steps, identity resolution, event filtering, and the common mistakes that break the integration.

What Is Retention Analysis? A Practical Guide for Product Teams
Retention analysis shows you who comes back to your product and why. Here is how to run it, read the curve, and act on findings.

How to Choose the Right A/B Testing Tool for Your Team: A Practical Guide
Most teams pick the wrong A/B testing tool. Here is the 5-question framework and a real e-commerce example to help you choose correctly.

How to Track Marketing Channels in Amplitude: UTMs, Attribution Models, and Campaign Analysis
Track marketing channels in Amplitude: UTM setup, attribution models, and dashboards that connect campaigns to product outcomes.

Funnel Analysis: What It Is, How to Use It, and Why It Matters
Funnel analysis shows you where users drop off and why it matters. Here's how to build one, read the results, and turn it into experiments.

Best CRO Tools in 2026: Compared for Growth and Marketing Teams
VWO, Hotjar, Optimizely, Statsig, GrowthBook: here is how the best CRO tools in 2026 compare and which one fits your team and use case.

AI for CRO: How to Use AI to Run Smarter Conversion Experiments
AI removes manual bottlenecks slowing your CRO programme. Here is how to use it for hypothesis generation, prioritisation, and evaluation.

How to Scale Experimentation With AI: 5 AI Workflows You Should Know
Most experimentation programmes don't compound. Here is the AI system that automates hypothesis generation, prioritisation, and evaluation.

Best A/B Testing Tools in 2026: Compared for Product and Growth Teams
Statsig, Optimizely, GrowthBook, VWO: here is how the best A/B testing tools in 2026 compare and which one fits your team and use case.

What Is Statsig? A Complete Guide for Product and Growth Teams
Statsig combines feature flags, A/B testing, and analytics in one platform. Here is what it does, who it is for, and how to set it up.

Top 10 Reasons Your Statsig Setup Is Having Issues
Events fire, experiments run, but your Statsig data still might not be reliable. Here are the 10 most common setup issues and how to fix it.

How to Audit Your Statsig Setup: A Step-by-Step Guide
Most Statsig setups have silent misconfigurations affecting data quality. Here's what a Statsig audit covers and what correct setup is.

How to Avoid False Winners in A/B Testing
Most A/B test winners are false. Here is how peeking and bad analysis create them, and the checklist to declare a result you can trust.

How to Design Your First A/B Test: An 8-Step Framework for Beginners
Running your first A/B test? Here is the complete 8-step framework for designing, running, and analyzing experiments that actually work.

How to Send Amplitude Reports to Slack Automatically: A Step-by-Step Workflow
Stop waiting for someone to pull Amplitude data. Here's how to automate weekly reports, metric alerts, and AI summaries straight into Slack.

A/B Testing Statistics Explained: P-Value, Confidence Intervals and Sample Size
P-values alone won't tell you if your A/B test result is real. Here's what confidence intervals, sample size, and statistical power mean.

How to Read A/B Test Results: A Practical Guide to Declaring a Winner
Most teams read A/B test results wrong. Here's the framework, checklist, and 3 questions you need to answer before you declare a winner.

Why Your Website Users Are Frustrated (And How to Find Out)
High bounce rates and abandoned carts usually mean one thing: user frustration. Here's how to identify where the friction is and fix it.

What Is ContentSquare? A Complete Guide for Product and Marketing Teams
ContentSquare shows you how users actually behave on your site, not just what they did. Here's what it is, what it does, and who it's for.

How to Set Up Amplitude AI: A Practical Guide
Amplitude AI won't work without the right foundation. Here's the practical setup guide: AI Context, Dashboard Agents and Chat

How to Automate Your Weekly Amplitude Report With AI
Stop spending hours on weekly Amplitude reports. Here's how to use AI to automate the whole process: from data to stakeholder-ready insights

How to Cut Your Analytics Reporting From 5 Hours to 30 Minutes
Weekly analytics reporting shouldn't take 5 hours. Here's the Amplitude AI workflow that cuts it to 30 minutes: and makes insights actually

How to Use AI to Run Faster Experiments and Actually Learn From Them
Shipping fast is easy. Learning fast is the hard part. Here's the AI-powered experimentation framework that makes your findings compound ove

How to Integrate Snowflake Data with Amplitude: A Practical Guide
Data in Snowflake, insights in Amplitude. Here's how to bridge the gap — and what to get right before you touch the integration.
The GrowthBook Playbook: Your Guide to Effective Experimentation
New to GrowthBook? This playbook covers setup, data warehouse connection, running experiments, and reading results, free to download.

Amplitude AI Agents: What They Do (and Why It Matters)
Dashboards aren’t decisions. See what Amplitude AI Agents actually do—answer “why,” build cohorts, spot drivers

Amplitude AI Features: How to Set Up, Use Agents, and Avoid the Mistakes That Break Them
Amplitude AI Features: How to Set Up, Use Agents, and Avoid the Mistakes That Break Them

Amplitude Web Experiment vs. Feature Experiment: Which One Do You Need?
Amplitude has two experimentation tools. Here's the difference between Web Experiment and Feature Experiment — and which one your team actua

How to Use Amplitude's AI Chat Agent to Answer Product Questions Instantly
Ask Amplitude a question, get a chart. Here's how the Global Chat Agent works and what setup you need to get real value from it.

5 Reasons Your Team Ships 10× Faster But Learns at the Same Speed (And How to Fix It)
AI removed the build bottleneck. Now teams ship 10× faster but learn at the same speed. Here's why, and how winning teams close that gap.

Why Most A/B Tests Fail, And How to Fix Your Process
Most A/B tests fail before they start. Here's why, and the 8-step framework to run experiments that actually teach you something.

What Your Amplitude Dashboards Are Missing: The "Why" Behind User Behavior
Amplitude dashboards show the "what" but miss the "why." Guides & Surveys captures user context at the moment of action.
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Amplitude Guides & Surveys: How to Get Actionable User Feedback
Capture user feedback in-context with Amplitude Guides & Surveys. Target specific behaviors, avoid survey fatigue, drive decisions.
The 8-Step A/B Testing Framework for Reliable Experiments
Run reliable A/B tests: write clear hypotheses, calculate sample size, choose right metrics, avoid stopping early, document results.
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From AI Context to AI Agents: How to Make Amplitude AI Actually Work
Amplitude AI is shifting to agents. Learn how AI Context + structure make insights decision-ready, and use our AI readiness checklist.

How to Use Amplitude AI Dashboard Agents to Get Better Insights (Step-by-Step Guide)
Set up Amplitude AI Dashboard Agents correctly: build focused dashboards first, add business context, validate outputs, drive decisions.

How to Build a Real Single Source of Truth for Product Data
CFO sees revenue up while product sees it down? Fix data chaos with event hygiene, metric governance, and identity stitching.

Why Teams Are Moving from PostHog to Mixpanel or Amplitude in 2026
PostHog works early on, but scaling teams hit limits: metric chaos, manual analysis, and developer-only tools that slow decisions.

5 Practical Ways for Your Customer-Facing Teams to Use Product Data to Maximize Revenue for SaaS
Product data shows who'll buy more and who'll churn. Connect it to sales, CS, and support teams to turn insights into revenue.

Making Analytics Work for Everyone: Lessons from Amplitude Guides & Surveys
Behavioral data shows what users do. Guides & Surveys reveal why, with targeted questions at the right moment for actionable insights.

Why AI in Amplitude Fails Without Context (And How to Fix It)
Don't let Amplitude AI guess your strategy. Learn how to use AI Context to turn raw events into tailored, business-led insights.

How AI Agents Are Changing The Way Teams Use Amplitude
Amplitude is a powerhouse, but data bottlenecks often slow teams down. Discover how AI agents are removing that friction.

7 Analytics Mistakes That Kill Experimentation (And How Growth Teams Fix Them)
7 Analytics Mistakes That Kill Experimentation (And How Growth Teams Fix Them)

Making Analytics Work for Everyone: Lessons from Amplitude Pathfinders
Making Analytics Work for Everyone: Lessons from Amplitude Pathfinders

Amplitude Web Experiment vs. Feature Experiment: What’s the Difference? (And Which One Do You Actually Need?)
Amplitude Web Experiment vs. Feature Experiment: What’s the Difference? (And Which One Do You Actually Need?)

Introducing Amplitude AI Agents: The Next Leap in Data-Driven Product Growth
Introducing Amplitude AI Agents: The Next Leap in Data-Driven Product Growth

Welcoming Simon Jackson as an Advisor to Adasight
Adasight announces a new partnership with Dr. Simon Jackson, a former Meta, Canva, and Booking.com experimentation leader.

The Experimenter’s Calculator: Simon Jackson’s Mission to Simplify Testing
Discover The Experimenter’s Calculator, a free tool by Simon Jackson (ex-Meta, Canva, Booking.com)

AI Consulting Isn’t the Future of OpenAI, It’s the Present
OpenAI is quietly shifting from pure product to consulting—embedding AI in real workflows. Here’s the playbook driving enterprise adoption.

Statsig Joins OpenAI: What This Means for the Future of Experimentation
Statsig Joins OpenAI: What This Means for the Future of Experimentation

Adasight x Project Europe: Building Data Foundations for Startup Growth
Adasight partners with Project Europe to launch a 4-week Data Analytics Foundations program for early-stage startups. Learn how Zellify and

AI-GrowthOps: The New Model for Scaling Smarter
AI-GrowthOps blends analytics, experimentation, and automation into a single growth operating system. Here's what it means, why it matters,

The Hidden Cost of Poor Marketing Analytics: Budget, Time, and Credibility
Discover the top 10 Martech mistakes costing your company time, budget, and credibility—and how to fix them with better marketing analytics.

Why Most Martech Stacks Fail (and How to Fix Yours Before It’s Too Late)
Learn why most Martech stacks fail, how to run a proper Martech audit, and what steps to take to build a reliable marketing analytics system

Growth Analytics Maturity Model: How to Evaluate and Upgrade Your Marketing Analytics Tech Stack
Evaluate your marketing analytics maturity with a free, AI-powered assessment. Get a personalized roadmap to optimize your tech stack, track

How to Use Amplitude AI Agents in 2025: Smarter Product Decisions, Powered by Adasight
Learn how Amplitude AI Agents empower product teams in 2025 to make smarter, faster, data-driven decisions with AI-powered insights.

How to Build an AI Agent for Analytics: Automate Your Tracking Plan in Minutes (No Code)
Discover how to use AI to automate your analytics tracking plan quickly and effortlessly.

How to Run A/B Tests in Amplitude: A Step-by-Step Experimentation Playbook
Learn how to run A/B tests in Amplitude with this free playbook—simple steps for product and growth teams.

Building a Subscription-Based Growth Model: A Step-by-Step Guide
How to build an effective subscription-based growth model. Learn how to forecast revenue and enhance user retention with our step-by-step gu

Amplitude Experiments: Your Step-by-Step Guide to A/B Testing
Explore essential techniques for running practical experiments with Amplitude. Learn how to set goals, create metrics, and optimize your A/B

Conducting a Data Audit for Startups: Ensuring Integrity and Actionability
Conducting a Data Audit for Startups is essential for growth. Learn how to assess data integrity, fix quality issues, and align analytics.

How to Integrate Live Data in Miro with Amplitude: A Step-by-Step Guide for 2025
Integrate Live Data in Miro with Amplitude using our 2024 step-by-step guide. Learn how to visualize analytics directly in Miro

Unleashing the Power of Data Tables in Amplitude
We’re going to explore how to use Data Tables in Amplitude effectively and the advantages they offer.

Mastering Event Tracking: Best Practices for Success
So, what exactly is event tracking? In simple terms, events are specific actions that users take within your product.

How does Marketing Attribution work in Amplitude?
Marketing campaigns can sometimes feel like a guessing game without clear insights. But what if you could see exactly which strategies drive

How to Separate Paid vs Unpaid Users in Amplitude?
Differentiating between paid and unpaid users is more than a segmentation task—it’s about finding deeper insights to understand user behavio

Correlation vs. Causation: Why Understanding the Difference Matters for Data-Driven Decisions
Grasping the distinction between correlation and causation is crucial in data analysis. Mistaking correlation for causation can result in

Custom Channel Grouping in Amplitude: A Comprehensive Guide
Channel Classifier in Amplitude offers a powerful way for marketers to tailor their analysis of marketing channels and campaigns by...

Cohort Analysis: Definition, How to Run It & Examples
Cohort analysis is a statistical tool used to track user behavior over time. It is essential for understanding retention, user patterns...

30 SaaS KPIs You Should Be Tracking in 2026 (+ Best Reporting Tools)
Effective SaaS reporting must provide a holistic view of your product performance, financials, and growth trajectory.

Feature Analysis in Amplitude: Boost User Retention Today
Enhance user retention with Amplitude's feature analysis: track engagement, optimize features, and uncover insights for product success.

How to Integrate Amplitude with Snowflake?
Learn how to integrate Amplitude with Snowflake for easy Snowflake data integration.

How to Integrate Amplitude with Braze?
Learn the step-by-step process of amplitude braze integration to enhance your braze platform.

How Amplitude generates Device Type and Device Family User Property Values
Discover how Amplitude generates Device Type and Device Family user properties.

What is session replays?

Amplitude vs Adobe Analytics: Which is Better?
Compare Amplitude vs Adobe Analytics to find out which analytics tool is better for your business.

Amplitude vs Tableau: Which Should You Choose?
Compare Amplitude vs Adobe Analytics to determine which analytics tool is better for your business.

How to Track Marketing Channels & Campaigns Effectively in Amplitude Analytics
A comprehensive guide to effectively tracking your marketing channels and campaigns with Amplitude Analytics.

How to Integrate Amplitude with Slack?
Learn Amplitude Slack integration with our step-by-step guide. Improve your team's workflow by connecting Amplitude's analytics with Slack.

Amplitude vs. Pendo Analytics
Compare Amplitude vs Pendo analytics to find the best fit for your business. Learn about their features, benefits, and more.

Amplitude vs. Heap Analytics: Why Amplitude is a better choice?
Compare Amplitude vs. Heap Analytics Tools to understand their features & differences.

Amplitude vs Google Analytics 4: Which is Better?
Compare Amplitude vs Google Analytics 4 to find the best fit for your business.

Top Questions About Amplitude Implementation & Tracking
Learn the answers to common questions about Amplitude implementation and Amplitude tracking.

How Amplitude Helps Increase Product Retention
Learn how product analytics tools like Amplitude increase product retention. Explore Amplitude features for retention and their usage.

Top 30 Digital Marketing Attribution Tools & Software for 2026
Compare the 30 best marketing attribution tools in 2026, reviewed for growth and marketing teams.

Top 10 Best Product Analytics Tools: Comprehensive Reviews
Find the best product analytics tools in our comprehensive review.

