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The Experimentation Edge

Growthbook
A/B Testing
Experimentation
Artificial Intelligence
Growthbook
Stitch Fix
Microsoft
Linkedin
Disney
Home Depot
Jpmorgan Chase
Dart Framework
Twitch
Moxie Pest Control
UPS
Typeform
Copilot
Ford Credit
Doordash
Intuit
Expedia

How do product teams decide what to build and what not to? The Experimentation Edge is the podcast where product, growth, and engineering leaders share how A/B testing, feature flags, and experimentation drive real business outcomes — backed by named companies and real numbers. From DoorDash's 12,000 A/B tests a year to Atlassian's experimentation-led product win to UPS's $500M experimentation tea... more

PublishesDailyEpisodes27Founded5 months ago
Number of ListenersCategories
TechnologyBusiness

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Artwork for The Experimentation Edge

Latest Episodes

Summary

In this episode of The Experimentation Edge, host Ashley Stirrup, CMO of GrowthBook, sits down with James Falzone, Director of Product Management at Kargo, to unpack how a high scale ad tech marketplace turns failure into its biggest advanta... more

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Summary

In this episode of The Experimentation Edge, host Ashley Stirrup talks with Danielle Oleen, Director of E-commerce at Box, about what it really takes to build a culture of experimentation inside a B2B company. Drawing on 15 years across B2C ... more

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Summary

Dan Layfield, Director of Product Management at Diligent, joins host Ashley Stirrup on The Experimentation Edge to trace what fifteen years of A/B testing across Codecademy, Uber Eats, and the Fortune 1000 boardroom actually taught him. He b... more

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Summary

In this episode of The Experimentation Edge, GrowthBook CMO Ashley Stirrup sits down with Nick Beyler, data science manager at Stitch Fix, where he leads the decision and insights team and owns the company's internal experimentation platform... more

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Summary

Amir Moghaddam, Director of Software Engineering at Expedia Group, joins host Ashley Stirrup on The Experimentation Edge to make the case that measurement is not a reporting step but a gate: what you cannot measure, you cannot ship. Drawing ... more

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Summary

In this episode of The Experimentation Edge, host Ashley Stirrup sits down with Raunak Kumar, senior manager of GTM analytics at Fin (formerly Intercom), to unpack how experimentation actually works when the data is messy and the traffic is ... more

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Summary

What does experimentation look like inside a $150 billion retailer? In this episode of The Experimentation Edge, host Ashley Stirrup talks with Kim Ting Li, Senior Manager of Experimentation at The Home Depot, where one centralized team tests... more

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Summary

What does it look like to kill a multimillion dollar feature before anyone builds it? In this episode of The Experimentation Edge, host Ashley Stirrup talks with Crystal Ammari, a digital product optimization and experimentation strategy lea... more

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Recent Guests

Nick Beyler
Data Science Manager at Stitch Fix
Stitch Fix
Episode: The metric Stitch Fix says every experimenter should chase
Amir Moghaddam
Director of Software Engineering at Expedia
Expedia
Episode: What the Expedia Group cannot measure, it cannot ship
Raunak Kumar
Senior Manager of Go-to-Market Analytics at FIN
FIN (formerly Intercom)
Episode: How Fin went from weeks to hours of analysis using AI
Kim Li
Senior Manager of Online Experimentation at Home Depot
Home Depot
Episode: Inside The Home Depot's experimentation at a $25B scale
Crystal Ammari
Disney Digital Product Optimization Strategist
Disney
Episode: How Disney picks which experiments to run
Kevin Yang
Executive Director and Head of Experimentation at JPMorgan Chase
JPMorgan Chase
Episode: Ship faster, measure better: experimentation tips from JPMorgan Chase
Arun Bodapati
Director of Data Science at Twitch
Twitch
Episode: Twitch on why false negatives kill product ideas
Lina Blackman
Head of Product Analytics at Squarespace
Squarespace
Episode: Squarespace killed its blank template and built something better
Craig Kistler
Vice President of Experience, Design, Personalization, Experimentation at Signet Jewelers
Signet Jewelers
Episode: Signet Jeweler's "View All" page made more money by showing less

Host

Ashley Stirrup
Host of The Experimentation Edge

Talking Points

Recent interactions between the hosts and their guests.

How Fin went from weeks to hours of analysis using AI
Q: What was a standout learning from the Jira Service Desk onboarding experiment?
Bundling Jira Software with Jira Service Desk increased trials but caused activation and paid-conversion declines; the team learned that onboarding and activation messaging must be carefully designed and that contextually guiding users improves outcomes.
How Fin went from weeks to hours of analysis using AI
Q: How have AI and LLMs changed the team structure and workflow for experiments?
The team shifted from a traditional trio (data analyst, data scientist, web engineer) to a lean setup with one data person and one web engineer or marketer, increasingly supported by AI tools like Claude to run tests and generate insights more rapidly.
How Fin went from weeks to hours of analysis using AI
Q: Could you tell me a little bit about experimentation at Fin?
Raunak describes two main experiment types—on-page site experiments and pre-website campaigns—and explains how his lean team uses AI to handle sizing, audience creation, and test setup, while relying on双方 web engineers or marketers to implement tests.
The metric Stitch Fix says every experimenter should chase
Q: What actions and behaviors in the short term help predict long-term value for Stitch Fix customers?
The team uses causal inference and key signals from early client interactions to forecast long-term value, with attention to how people behave after their first fixes and how those behaviors predict continued engagement and purchases.
Twitch on why false negatives kill product ideas
Q: What best practices would you recommend to ensure experiments are trustworthy and well-enrolled before you push the play button?
Ensure clear enrollment logic, state the hypothesis in plain English, avoid optimization before the experiment, and establish strong guardrails and reliable triggers to prevent false negatives.

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Frequently Asked Questions About The Experimentation Edge

What is The Experimentation Edge about and what kind of topics does it cover?

A practical, operator-focused look at how product, growth, and engineering teams run experimentation at scale. Episodes feature interviews with leaders who share real-world, numbers-driven stories about A/B testing, feature flags, and experimentation programs — from early-stage tests to company-wide governance. Notable threads include building scalable experimentation platforms, democratizing insights across teams, integrating AI-assisted experimentation, and tying test results to tangible business impact such as revenue, conversions, and onboarding. The show frequently highlights the challenges of governance, guardrails, and culture change in large organizations, along with concrete case studies from finance, e-commerce, logistics, and tec... more

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The Experimentation Edge launched 5 months ago and published 27 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

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What guests have appeared on The Experimentation Edge?

Recent guests on The Experimentation Edge include:

1. Nick Beyler
2. Amir Moghaddam
3. Raunak Kumar
4. Kim Li
5. Crystal Ammari
6. Kevin Yang
7. Arun Bodapati
8. Lina Blackman

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