Home AdExchanger Talks Analytic Partners’ Nancy Smith On Why It’s Time To Give Up On Data Perfection

Analytic Partners’ Nancy Smith On Why It’s Time To Give Up On Data Perfection

SHARE:

Digital advertising shouldn’t be too upset to see its precision via user-level data go away.

Even though multi-touch attribution held so much promise, tracking a consumer all the way through their journey was tough, Analytic Partners President and CEO Nancy Smith says on AdExchanger Talks.

“To reconcile that satellite view with the hand-to-hand combat view was incredibly challenging,” she adds.

Instead of being “hyper-focused on data perfection, data acquisition and data wrangling,” companies should think about what outcomes they want to drive, then figure out what data they need in order to improve that outcome, she advises.

But in-house data expertise is hard.

Smith founded Analytic Partners 20 years ago, after working in-house at personal care brand Clairol and seeing how hard it was to forecast consumer demand. Hair dye has a short shelf life, and marketing needs to communicate across multiple levels in the business to make and sell enough product.

Analytic Partners bridges that gap by combining tech with services to help brands use the data they gather.

Apple’s ATT rollout last year and the pressure of US privacy laws have made signal loss a top-of-mind topic over the past year, but Analytic Partners already reoriented its business a few years ago, after European law GDPR went into effect. The company moved away from an attribution add-on offering to forwarding the idea of “commercial analytics.”

Brands can understand the impact of Amazon, both on and off its platform, but insights don’t go much deeper than a channel level. And by using granular location data to gauge marketing impact, brands can tolerate fuzziness in user data.

“The industry looks at ROAS or ROI,” Smith says. “We need to move toward a more forward-looking decisioning where we understand the risks, opportunities and uncertainties and can make better decisions as a result.”

For more articles featuring Nancy Smith, click here.

Must Read

New Startup Pinch AI Tackles The Growing Problem Of Ecommerce Return Scams

Fraud is eating into retail profits. A new startup called Pinch AI just launched with $5 million in funding to fight back.

Comic: Shopper Marketing Data

CPG Data Seller SPINS Moves Into Media With MikMak Acquisition

On Wednesday, retail and CPG data company SPINS added a new piece with its acquisition of MikMak, a click-to-buy ad tech and analytics startup that helps optimize their commerce media.

How Valvoline Shifted Marketing Gears When It Became A Pure-Play Retail Brand

Believe it or not, car oil change service company Valvoline is in the midst of a fascinating retail marketing transformation.

Privacy! Commerce! Connected TV! Read all about it. Subscribe to AdExchanger Newsletters
AdExchanger's Big Story podcast with journalistic insights on advertising, marketing and ad tech

The Big Story: Live From CES 2026

Agents, streamers and robots, oh my! Live from the C-Space campus at the Aria Casino in Las Vegas, our team breaks down the most interesting ad tech trends we saw at CES this year.

Monopoly Man looks on at the DOJ vs. Google ad tech antitrust trial (comic).

2025: The Year Google Lost In Court And Won Anyway

From afar, it looks like Google had a rough year in antitrust court. But zoom in a bit and it becomes clear that the past year went about as well as Google could have hoped for.

Why 2025 Marked The End Of The Data Clean Room Era

A few years ago, “data clean rooms” were all the ad tech trades could talk about. Fast-forward to 2026, and maybe advertisers don’t need to know what a data clean room is after all.