Garbage In, Budget Out — Why Marketing Data Needs Business Context Before It Moves Your Spend

Making Better Paid Media Decisions From Marketing Data: Why budget recommendations need business context, evidence and human judgement before they move spend.

After more than a decade buying media for B2B SaaS companies, including scaling paid investment at MaintainX from about $100,000 to $3.5 million a month, Shraddha Pradhan kept meeting the same problem: dashboards and platform recommendations that optimise for clicks and leads with no idea what the business needs from pipeline and revenue. That gap is why she is building Paid Lens, a product that turns marketing data into better spend decisions. She speaks as a growth operator, not a technologist: why any automated recommendation is only as good as the business context, evidence and human judgement behind it, which numbers a performance team should trust before moving budget, and what she learned turning a problem she lived into a product. Listeners leave with a short checklist for questioning any recommendation before it touches their ad budget.

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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