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Here and There:
PPC for Consumers on the Move
and Around the Globe
Rachel Vandernick | Acquisition Marketing Manager | @vandernickr
Learner Outcomes
After this session, you will be able to:
● Build a forecasting model to better anticipate product demand peaks
● Understand the importance of time delays in purchase behavior
● Know when to call it quits on tests + targeting
Global PPC Challenges
● Distracted consumers
● Currency fluctuations + conversions
● Fixed start/stop times related to travel
● Budget constraints for consumers [tourists]
Where We Went Awry
● Built campaigns with the wrong modifier
● Assumed we fully understood booking seasonality nuance and that booking
behavior was static year-to-year
● Bid as though seasonality was consistent country-to-country
● Bottom line: Went with our “gut”, and what we “knew” to be true—not
with facts based in real consumer purchase data that we pressure
tested
What is a Demand Forecast Model?
Budget Tool + Growth Planning + Consumer Demand
Create a Demand Forecast Model
Where does the data come from?
● Heat maps by region/product
● Uncovered nuanced variations for locations we had long-held, but
inaccurate, truths
● Choose your strongest sets of data and narrow your range
● Ignore the irrelevant
Importance of Time Delays
“When do you need a kayak paddle?”
Importance of Time Delays
● Know your impacting factors:
● Ex: What will people purchase first, a flight or an activity?
● Understand the buying cycle of your related products
● Capitalize on promos in related industries that influence purchase behavior
● Booking behavior is fluid + dynamic + seasonal
How to Create a Forecasting Model
Choose your data sources:
● Consumer purchase behavior
● Trends in searches
● Peaks in bids/impression share max out
Layer with increasing point values.
● The warmer the color, the greater your need to bid aggressively
Demand Forecast Model Draft
Turn this —>
Demand Forecast Model Final
Into This —>
A Note on Time Delays + Forecast Models
● Consider building a ramp-up schedule
● Prorate your total spend for the product based on time delays + demand
● Which is more important to your business:
● Aggressive bidding + consumer capture during peak OR
● Continuous presence year-round
Capturing Last-Minute Volume
Profit vs. Performance
● When does it make sense to intentionally take a loss?
● Text ads vs remarketing
● Importance of regimented and documented testing
● Consider CPA as fluid, not fixed
Do We Call It Quits?
● Go back to P&L
● Losses leading to losses
● Which audiences are not converting?
● Turn PPC losses into SEO wins
● Establish a “quit-mas” [quitting litmus]
● Failing without learning
My Big Failure
What’s Happening?
Campaign: What’s Happening [in location]
Quit-mus Test: Big fail, abandon ship
Cause: Event-driven, not attraction-driven. Instant book only [next day or less]
Targeting: In-country, in-market
Fix: Abandon PPC and turn into downloadable content for lead [email] generation
Easy Wins Abroad
● RLSA
● Retargeting & Dynamic Remarketing
● Radius/zipcode targeting
● The value of “brand”
Steal These Ideas
● Create a demand forecast model to uncover nuance in bookings curve
● Check your gut with facts. Don’t assume what was true last year remains true
right now.
● Consider taking a loss on text ads, but set a limit
● Use your data to find audiences that are already engaged with you
● Pressure test successes, learn from failures

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PPC for Consumers on the Move and Around the Globe

  • 1. Here and There: PPC for Consumers on the Move and Around the Globe Rachel Vandernick | Acquisition Marketing Manager | @vandernickr
  • 2. Learner Outcomes After this session, you will be able to: ● Build a forecasting model to better anticipate product demand peaks ● Understand the importance of time delays in purchase behavior ● Know when to call it quits on tests + targeting
  • 3. Global PPC Challenges ● Distracted consumers ● Currency fluctuations + conversions ● Fixed start/stop times related to travel ● Budget constraints for consumers [tourists]
  • 4. Where We Went Awry ● Built campaigns with the wrong modifier ● Assumed we fully understood booking seasonality nuance and that booking behavior was static year-to-year ● Bid as though seasonality was consistent country-to-country ● Bottom line: Went with our “gut”, and what we “knew” to be true—not with facts based in real consumer purchase data that we pressure tested
  • 5. What is a Demand Forecast Model? Budget Tool + Growth Planning + Consumer Demand
  • 6. Create a Demand Forecast Model Where does the data come from? ● Heat maps by region/product ● Uncovered nuanced variations for locations we had long-held, but inaccurate, truths ● Choose your strongest sets of data and narrow your range ● Ignore the irrelevant
  • 7. Importance of Time Delays “When do you need a kayak paddle?”
  • 8. Importance of Time Delays ● Know your impacting factors: ● Ex: What will people purchase first, a flight or an activity? ● Understand the buying cycle of your related products ● Capitalize on promos in related industries that influence purchase behavior ● Booking behavior is fluid + dynamic + seasonal
  • 9. How to Create a Forecasting Model Choose your data sources: ● Consumer purchase behavior ● Trends in searches ● Peaks in bids/impression share max out Layer with increasing point values. ● The warmer the color, the greater your need to bid aggressively
  • 10. Demand Forecast Model Draft Turn this —>
  • 11. Demand Forecast Model Final Into This —>
  • 12. A Note on Time Delays + Forecast Models ● Consider building a ramp-up schedule ● Prorate your total spend for the product based on time delays + demand ● Which is more important to your business: ● Aggressive bidding + consumer capture during peak OR ● Continuous presence year-round
  • 13. Capturing Last-Minute Volume Profit vs. Performance ● When does it make sense to intentionally take a loss? ● Text ads vs remarketing ● Importance of regimented and documented testing ● Consider CPA as fluid, not fixed
  • 14. Do We Call It Quits? ● Go back to P&L ● Losses leading to losses ● Which audiences are not converting? ● Turn PPC losses into SEO wins ● Establish a “quit-mas” [quitting litmus] ● Failing without learning
  • 16. What’s Happening? Campaign: What’s Happening [in location] Quit-mus Test: Big fail, abandon ship Cause: Event-driven, not attraction-driven. Instant book only [next day or less] Targeting: In-country, in-market Fix: Abandon PPC and turn into downloadable content for lead [email] generation
  • 17. Easy Wins Abroad ● RLSA ● Retargeting & Dynamic Remarketing ● Radius/zipcode targeting ● The value of “brand”
  • 18. Steal These Ideas ● Create a demand forecast model to uncover nuance in bookings curve ● Check your gut with facts. Don’t assume what was true last year remains true right now. ● Consider taking a loss on text ads, but set a limit ● Use your data to find audiences that are already engaged with you ● Pressure test successes, learn from failures