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Amplitude

Beyond the Rate: Retail Banking's New Competitive Front How NS Prevented €1.8M in Revenue Loss Through Experimentation Go from Product Launch to Insight to Action in Minutes What Makes a Good vs Bad North Star Metric The Role of Feature Management in Successful Product Development Cohort Retention Analysis: Reduce Churn Using Customer Data 7 Steps to Measuring the Success of a Feature 14 Best Product Management Tools for 2026 (Plus Tips from Senior PMs) The Definitive Guide to Behavioral Cohorting Putting A Number On AI Quality Meet the Winners of the 2026 Amplitude AI Impact Awards Agent Connectors Are Better Together Agents That Act on What Actually Happened How Square Used Amplitude to Enhance the Seller Experience and Power Growth Migrating Analytics Platforms Without The Chaos Wanted Lab Grows Sign-Ups by 150% & Builds Experimentation Culture How to Balance Inference Cost and User Experience for Agents Introducing Zoning Insights: Web Intelligence at a Glance Five best practices for getting started with AI agents 24 Quarters at #1. Here’s What’s Next. How We Built a Product That Tells Us What To Build Next: Inside Amplitude Wave Looking Beyond Campaign Metrics: 7 Marketing Success Stories AI Evals for Product Managers: A Beginner’s Guide to Getting Started The Builder Skills Library Introducing Agent Connectors in Amplitude Understand How AI Thinks, Get Better Results How We Redesigned Amplitude Docs for Agents and Made Everyone an Author AI Broke Your Experimentation Program. Here’s How to Fix It. Every Stuck User Is a Support Ticket Waiting to Happen Tracing the Sale: Connect Behavior to Conversions with Persisted Properties Building CLI Agents: It’s What You Don’t Give Them That Counts Three Tips for Better Prompts in Amplitude Global Agent How AI Took the Data Analyst’s Job, and Created a Better One Default Prompts Are Tanking Your Agent’s Retention Optimizing Core Web Vitals with Amplitude’s Global Agent Don’t Ask Global Agent Anything, Ask These Three Things How We Built a Design Agent at Amplitude with Claude Managed Agents and Cloudflare The Problem with Chasing Churn How Hostinger Achieved a 20%+ Conversion Lift Through Experimentation How STAGE Streams Smarter by Putting Data at the Center Building the Validation Stack for AI Product Development Making AI Analytics Safe for Financial Services Teams Amplitude Heatmaps Update: More Reliable Screenshots and Accurate Placement Most Teams Ship Agent Personalities by Accident. We Didn’t. What I Learned Pointing a Ralph Loop at My Product for a Week How Mercado Libre Scales Decision Making with AI Claude Cowork for PMs: 5 Playbooks to Get Started How ACKO Drove 13% More Conversions & 50% Drop in Calls with GenAI Agents Just Made Your Feature Launch Channel Smarter Homegrown FinOps Tools: How AI “Build” Beat “Buy” for Us in <1 Year Introducing The Amplitude Quickstart Series Rebuilding Session Replay’s Delivery Layer to Be Lighter on Your Page The Eval Signal That Predicts 3x Agent Retention Agents Write Code. Fixing It Is Still On You. Amplitude and Statsig Partnership 5 Agent Skills to Automate Your Weekly Product Review Amplitude Plug and Play: New AI Plugin in Claude and Cursor Marketplaces Introducing Amplitude Wizard CLI: Set Up Amplitude from Your Codebase Making AI Search Count (and Convert) How VEED Evolved Its AI Search Strategy What’s New with Amplitude Agents Effortless Support at Scale: Making Human Support More Human AI Week 2026: Upleveling All Together Amplitude AI Builders: Paul Hultgren Chats about AI Assistant Dashboard Dread to AI-Driven Decisions: How Tira Rebuilt Its Analytics Workflow Your Product Deserves a Better Support Agent How Cisco Systems Accelerated Adoption by 20% Through Data Innovation
Beyond Last-Touch Attribution: Find Out Which Interactions Really Matter
Alicia Chang · 2026-06-25 · via Amplitude

Most analytics tools tell you where a buyer was when they clicked "purchase." That's not the same as what made them buy. User journeys don't work in single moments. The campaign that brought them in three days ago. The landing page that set the hook. The recommended product recommendation they added to their cart at the last second. These touchpoints provide critical information to optimize your acquisition, channel, web, and merchandising strategies.

We recently hosted a live session, Digital Analytics with Amplitude: Tracing the Sale, to discuss this very topic. Amplitude Head of AI Strategy, Jim Kultgen, and Principal Product Manager, Enzo Avigo, showed how to trace sales with Amplitude's new persisted properties to get a complete, accurate picture of the purchase journey from first click to conversion.

Persisting event context tells you what works

Take a common marketing scenario: you're testing different landing pages across your email and ad CTAs. The question is which page actually drives conversions, and why.

Grouping conversions by page path shows you that purchases happened on the checkout page. True, but not very insightful. But persisting context, such as "first page visited in a session," enables you to see which entry pages actually drove that conversion.

Persisted properties are an event property type in Amplitude that retain context over multiple touchpoints as users move through their journeys. A search query, a recommendation click, a UTM parameter—each one can be tied to the specific downstream event it influenced.

You don't need to re-instrument your site to connect entry pages, referrers, on-site searches, and other interactions to a final conversion event. You can use persisted properties to define what context to carry and for how long.

Five attribution questions that growth teams can easily answer

With clean data and clear context, growth and marketing teams can understand customer behavior in a way that drives priorities, experiments, and next steps. Some critical performance questions for any e-commerce, financial services, B2B technology, media/streaming, and healthcare brand include:

It's never been easier to get the answers you need out of your data. Amplitude's persisted properties are:

  • Immediate: You can create a rule and see the change in dashboards, data tables, and any other report instantly.
  • Retroactive: Your rules are applied to historical behavior, so you can analyze everything you've been tracking instead of waiting for new data to come in.
  • Nondestructive: Your original data is untouched, so there's no data loss even as you iterate on rules.
"A couple of incredible things about persistent properties. First, they're source agnostic. If you're sending data from your warehouse, it's much easier to control and achieve your desired outcome. Second, you can tightly control your time period and change it over time. If seven days is right for your company at one point in time, but you want to evaluate how results would look with a longer window, you can do that immediately, retroactively, and nondestructively."

Jim Kultgen

Head of AI Strategy, Amplitude

If you've been working around this problem with proxy data or engineering-driven property maintenance, you don't have to anymore. You can implement and update persisted properties faster and fearlessly with a no-code setup.

Want to know what your users actually do?

Amplitude turns product behavior into decisions your whole team can act.

Get started free