Split the Difference — Why the Ad the Room Liked Loses the Test

Creative Testing That Actually Decides Something: How to run A/B tests a small marketing team can manage and trust.

Shraddha Pradhan builds the creative testing pipelines behind seven-figure monthly ad spends, and she argues most teams test the wrong half. Across ten-plus years in performance marketing at companies including MaintainX and FreshBooks she has run A/B programmes on Google, Meta, LinkedIn, YouTube, Amazon and programmatic, where the winning variant is rarely the one the room liked in the review. At MaintainX that testing discipline helped double product-qualified leads year on year while channel budgets grew more than threefold. She explains how to set up a test that answers a real question, how long to leave it before calling it, why most creative tests die of small samples and loud internal opinion, and how to turn a winning ad into a repeatable format instead of a one-off. Listeners leave with a testing routine a small team can actually run, and a way to settle creative arguments with numbers rather than taste.

About Shraddha Pradhan

Shraddha Pradhan, podcast guest

Performance Marketing & Demand Generation Strategist

10+ years Scaling paid acquisition across SaaS, app and B2B7-figure Monthly ad spends owned and optimized3X+ Channel budgets scaled at MaintainX2X PQLs year over year from app acquisition

Shraddha Pradhan is a performance marketing and demand generation leader who has spent more than a decade answering one of the most important questions in growth: How do you turn marketing spend into measurable pipeline and revenue?

Originally trained as an electronics and communications engineer, Shraddha made an unconventional move into marketing and built her expertise from the ground up - working across agency and in-house environments, B2B and B2C, and brands ranging from global names to fast-growing technology companies.

Her career eventually took her deep into B2B SaaS, where she helped build and scale performance marketing engines for ambitious growth-stage businesses. At MaintainX, Shraddha scaled paid media investment from approximately $100,000 to $3.5 million per month, using data and commercial results to demonstrate where greater investment could generate greater returns.

Today, she advises early-stage and Series A technology companies on building performance marketing engines designed to accelerate customer acquisition, pipeline and revenue.

But Shraddha's philosophy goes far beyond running better ads.

She is a revenue-first marketer who believes one of the biggest mistakes businesses make is judging marketing by what happens inside an advertising platform. A campaign can generate the right lead at the right cost and still fail if the wider system - messaging, lifecycle, speed-to-lead, sales follow-up and conversion - isn't working.

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