Feb 27, 2010

Profit Maximization Algorithms





 
Are your paid search marketing strategies stuck in the past? 5 years ago your computer would probably have half the CPU speed, a quarter of the RAM, and a tenth of the hard drive space than common computers today. Growing competition is causing SEM bid management strategies to change just as quickly.

Small campaigns that used to provide high volumes at low cost have now been replaced by large lists of long tail keywords. How can you avoid missed opportunities by investing your scarce time and budget with the highest efficiency and profitability?

How can you identify which situations must be handled by a real analyst and which parts of your account can be automated? Once the highest priority bid adjustments have been reviewed by human eyes, how can bid rules be taught to use the same decision framework on the rest of the account?

How can bid algorithms be organized to maintain clear logic while optimizing to the most appropriate metric for each keyword segment? How can bid rule templates be adapted to fit the metrics and thresholds of your unique situation? How can new functionality enable you to more effectively leverage the rich data sets you are already collecting?

Many search marketers used to focus primarily on return on ad spend or cost per conversion. How can you ensure your efforts are truly improving the bottom line by including offline conversions, cost of goods sold, and other factors in the calculation of real profit?

Even the most experienced SEM professional is limited in the number of intelligent bid decisions that can be manually applied in a day, but certain parts of any PPC portfolio are too critical to turn over completely to a machine. We must embrace both methods of bid management – manual adjustments and automated review.

Successful marketers will learn how to embrace both methods of bid management so that more time can be spent on the holistic strategies of 2010.

Once manual and automated bid management has been adopted and balanced according to key performance indicators that are lowest in the funnel and closest to real profit, paid search marketers are more available to dive into other campaign management tactics that really pay off. Use both brains to optimize bids towards profit then review raw queries, refine match types, improve targeting, align relevant messaging, and test landing pages.

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About This Blog

Chris Haleua is a Product Manager for SearchCenter and Media Optimizer, Adobe's paid search marketing solutions. As a former Team Lead in SearchCenter Consulting, Chris was responsible for implementing advanced bid automation and innovative testing strategies for many of Omniture's and Adobe’s largest and most successful clients.

Chris has five years of search engine marketing experience with strategic enterprise accounts across the retail, lead generation, and media engagement industries. His focus on integration between Media Optimizer, SearchCenter, SiteCatalyst, Test&Target, and Insight has revealed new ways to measure and expand the influence of paid search on other channels as an essential piece of profitable acquisition strategies.

Chris is a recovering bid addict. Manual bidding in Excel and the desktop editors was an exciting competition in 2008. Rules bidding in SearchCenter was a rewarding challenge in 2010. Portfolio bidding in Media Optimizer still provided over 20% lift for numerous clients in 2012. Bidding was attractive because deep insights could be clearly identified and quickly acted on.

Chris still seeks to identify the ideal mix of manual, rules, and portfolio bidding for each client’s unique situation since Adobe Media Optimizer is the most powerful tool for performing all three optimization methods across multiple channels. However, bidding only represents a fifth of PPC optimization. Now Chris really strives to help Adobe Media Optimizer provide benefit beyond bidding.

Marketers must now apply real experience and awareness of environmental context to combine human skill with automated optimization. Media Optimizer proves that algorithms are meant to augment the real professionals and amplify their unique skills instead of competing to replace brains with robots. Holistic optimization of account structure, ad relevancy, match type alignment, query mining, targeting refinement, re-marketing, and bidding must all be balanced for ideal performance.

(Disclaimer: Opinions expressed here do not necessarily reflect the official position of Adobe.)