Artwork

Martin Kihn에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Martin Kihn 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
Player FM -팟 캐스트 앱
Player FM 앱으로 오프라인으로 전환하세요!

26. Manu Mathew – raising the Visual IQ of ads

28:19
 
공유
 

Manage episode 388718889 series 3282852
Martin Kihn에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Martin Kihn 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.

Manu was the co-founder and CEO of Visual IQ from 2006 to its sale to Nielsen in 2017. Visual IQ was a pioneer and dominant player in the space of multi-touch attribution (MTA), which is the application of rules and complex models to impression-level data to determine which elements of a campaign contributed how much to the desired outcome.

In a typical scenario, a programmatic advertiser would give a platform such as Visual IQ access to its ad server log files, and the platform would ingest data around each impression (publisher, size, version, time) as well as data about the desired goals or KPIs (sale, signup, click). This data was combined at the browser-level using third-party cookies as the unifying ID, and the model would estimate the impact of the different ad placements on the outcome. Ideally, the advertiser could then use this analysis to shift tactics, campaigns, publishers and timing to improve their return on ad spend (ROAS).

Needless to say, cookie deprecation and tools like ad blockers change the value of any MTA platform today, but Visual IQ was undoubtedly an innovator. Founded by Manu and Anto Chittilappilly in Anto’s kitchen in the Greater Boston area, Visual IQ was inspired by Manu’s earlier work at the digital agency Carat, which acquired his database marketing startup Vizium in 2002.

Spurred by a memory of using an Oracle BI tool to slice data from his earlier career as a technology consultant, Manu decided to build a better data visualization tool for marketers — until, he tells Marty and Jill in this high-IQ episode, he realized that “nobody wants to pay for that” … and moved on to providing higher-order computational “insights.”

“Right from the beginning,” he says, “we went for the hard problem.” Namely: Using machine-learning to determine the fractional attribution for different elements of the campaign. And Manu admits he was surprised to learn that “marketers want control over how they interpret their data,” so Visual IQ added some less accurate but easier-to-explain rules-based levers “about five or six years” after launch.

Those of us on the circuit in the mid-2010’s remember what a darling MTA was in its moment, and the frenzy culminated in the one-two acquisitions of competitors Adometry and Convertro (by Google and AOL, respectively) on the exact same day of May 6, 2014. Told about the sale(s) at a conference, Manu admits he thought: “This should make for an interesting board meeting.”

Perennially courted over the years by marketing clouds and others, Visual IQ finally agreed to be acquired by Nielsen in 2017 and Manu left in 2018. Today he heads up Ad-Lib.io, which provides tools for creatives and business teams to collaborate on assets for dynamic campaigns. He still lives and works in Boston.

  continue reading

69 에피소드

Artwork
icon공유
 
Manage episode 388718889 series 3282852
Martin Kihn에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Martin Kihn 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.

Manu was the co-founder and CEO of Visual IQ from 2006 to its sale to Nielsen in 2017. Visual IQ was a pioneer and dominant player in the space of multi-touch attribution (MTA), which is the application of rules and complex models to impression-level data to determine which elements of a campaign contributed how much to the desired outcome.

In a typical scenario, a programmatic advertiser would give a platform such as Visual IQ access to its ad server log files, and the platform would ingest data around each impression (publisher, size, version, time) as well as data about the desired goals or KPIs (sale, signup, click). This data was combined at the browser-level using third-party cookies as the unifying ID, and the model would estimate the impact of the different ad placements on the outcome. Ideally, the advertiser could then use this analysis to shift tactics, campaigns, publishers and timing to improve their return on ad spend (ROAS).

Needless to say, cookie deprecation and tools like ad blockers change the value of any MTA platform today, but Visual IQ was undoubtedly an innovator. Founded by Manu and Anto Chittilappilly in Anto’s kitchen in the Greater Boston area, Visual IQ was inspired by Manu’s earlier work at the digital agency Carat, which acquired his database marketing startup Vizium in 2002.

Spurred by a memory of using an Oracle BI tool to slice data from his earlier career as a technology consultant, Manu decided to build a better data visualization tool for marketers — until, he tells Marty and Jill in this high-IQ episode, he realized that “nobody wants to pay for that” … and moved on to providing higher-order computational “insights.”

“Right from the beginning,” he says, “we went for the hard problem.” Namely: Using machine-learning to determine the fractional attribution for different elements of the campaign. And Manu admits he was surprised to learn that “marketers want control over how they interpret their data,” so Visual IQ added some less accurate but easier-to-explain rules-based levers “about five or six years” after launch.

Those of us on the circuit in the mid-2010’s remember what a darling MTA was in its moment, and the frenzy culminated in the one-two acquisitions of competitors Adometry and Convertro (by Google and AOL, respectively) on the exact same day of May 6, 2014. Told about the sale(s) at a conference, Manu admits he thought: “This should make for an interesting board meeting.”

Perennially courted over the years by marketing clouds and others, Visual IQ finally agreed to be acquired by Nielsen in 2017 and Manu left in 2018. Today he heads up Ad-Lib.io, which provides tools for creatives and business teams to collaborate on assets for dynamic campaigns. He still lives and works in Boston.

  continue reading

69 에피소드

모든 에피소드

×
 
Loading …

플레이어 FM에 오신것을 환영합니다!

플레이어 FM은 웹에서 고품질 팟캐스트를 검색하여 지금 바로 즐길 수 있도록 합니다. 최고의 팟캐스트 앱이며 Android, iPhone 및 웹에서도 작동합니다. 장치 간 구독 동기화를 위해 가입하세요.

 

빠른 참조 가이드

탐색하는 동안 이 프로그램을 들어보세요.
재생