How to Maximize Media Spend on a
Limited Budget
Tight Budget? How to Get the Most from your Media
Planning Dollars
10am -10:30am PT | 1pm-1:30pm ET
How to Triple your Growth with External Marketing
Investment
10:35am-11:05am PT | 1:35pm-2:05pm ET
Using Predictive Marketing to Improve Results
Across Digital Channels
11:10am-11:40am PT | 2:10pm-2:40pm ET
Fireside chat: Maximizing holiday success on a
budget
11:45am-12pm PT | 2:45pm-3pm ET
Get the Most Bang
for Your Media Buck
Using Predictive
Marketing to Improve
Results Across Digital
Channels
Today’s Logistics
Kerry Mallett
Webinar Coordinator
Recording & slides will be sent
by tomorrow
01
Submit questions for live Q&A
04
03
Download relevant resources
Log back anytime with same link
02
02
Join our poll questions
05
WE’VE MASTERED THE
MEDIA THAT
MATTERS MOST
Tinuiti is the largest independent performance
marketing firm across Streaming TV and the
Triopoly of Google, Facebook, Amazon.
Employees
Media managed
Award-winning
culture*
$3B
#1
950+
Some of
Our Clients
Our
Recognition
For commerce leaders of today and the future
Our Speakers
ROBBIE ADLER
Co-founder & Chief
Strategy Officer
PERRY MCDERMOTT
Director of Marketing
Agenda
● Thinking Outside the “Blackbox”
● Refining Campaign Strategies
● Applying Predictive Tactics at Scale
7
How would you rate your use of
machine learning in your marketing
stack?
● 1 - Not using it yet
● 2 - Starting to use machine learning
● 3 - Using machine learning but not optimized
● 4 - Well integrated but room for improvement
● 5 - Fully using machine learning!
POLL
25% 29%
Brands can’t (and shouldn’t) avoid the duopoly
Global digital ad spend on
Facebook last year
Global digital ad spend on
Google last year
They’re the modern landlords
Source
Core
audiences
Custom
audiences
Lookalike
audiences
Facebook Audience Types
Target audiences based on
demographic, psychographic,
geographic, and other criteria.
Target existing customers and
others who have engaged with
your business, online or off.
Reach new people whose
interests are similar to those of
your best customers.
Scaling can impact performance
Smart
campaigns
Automated
bidding
Manual
bidding
Google Campaign Types
Highly automated campaigns
that are great for small teams
looking to do more with Google.
Takes the heavy lifting and
guesswork out of setting bids to
meet your performance goals.
Reach new people whose
interests are similar to those of
your best customers.
All intent is not equal
On Facebook, your ad frequency is rising, CPA is
rising, and ROAS is dropping.
Why? You’re maxing out your reach with lookalike
audiences, and your competitors are targeting the
same core FB audiences.
On Google, CPC/CPA is rising and your conversion
rates are dropping.
Why? Short-tail keywords get more search volume,
but there’s more competition—they’re more expensive.
Performance
ceilings are real
How to break through the ceilings
What problems are you facing with
your ad spend?
1. Poor reach metrics
2. Poor engagement metrics
3. Poor conversion metrics
Understand the most practical
applications of ML in marketing
1. Predictive insights
2. Predictive targeting
3. Predictive personalization
Apply the right predictive marketing
tactic to break through your ceilings
1. Facebook lookalike seeding
2. Portable lookalike audiences
3. Predictive geotargeting
4. Geo-bid modifiers
Identify the problem Evaluate the predictive landscape Optimize and scale campaigns
Thinking Outside the “Blackbox”
and “Walled Gardens”
14
Poor reach
metrics
Poor
engagement
metrics
Poor
conversion
metrics
Identify the problem
Your ads are reaching the same
people over and over. This can
signify audience exhaustion.
Your ads aren’t speaking your
audiences’ language. This can
signify poor ad relevance.
Your ROAS is dropping, lead
conversion is dropping. This can
signify that you’re maxing out
qualified reach.
Refining Campaign
Strategies
16
Insights Targeting Personalization
Evaluate the predictive landscape
Identify common characteristics
of high-value cohorts to guide
strategic campaign decisions.
Requires the ability to segment
analyze your customer base
across multiple dimensions.
Develop and assign brand
personas to individuals in your
audiences to deliver relevant ads
across targeted channels.
Requires quantitatively
developed personas and
persona-aligned creative.
Use predictive models to identify
audiences and geographies for
ad spend optimization.
Requires sufficient historical
data for model training and a
machine learning platform.
Truly human insights
Burrow discovered that
their buyers were avid
readers, dog lovers, and
travelers, enabling the
brand to produce more
relevant ad creative.
Burrow
Insights Targeting
88% CAC reduction
Using custom-built
predictive models, Burrow
was able to reach new
audiences of likely buyers
resulting in a significant
CAC reduction.
Personalization
At every touchpoint
Using real-time persona
scoring, Burrow can enroll
contacts in personalized
email drips without the
need for additional forms
or questionnaires.
1 in 3 sales coordinated with predictive marketing
Applying Predictive
Tactics at Scale
19
Use persona-based
audiences (or other
themed segments) as
“seeds” for Facebook
Lookalike Audiences.
Applies to Facebook
Lookalike Audiences
Portable
lookalike
audiences
Facebook
lookalike
seeding
Predictive
geotargeting
Geo-bid
modifiers
Use custom-built
predictive models to
reach new audiences of
likely buyers across your
targeted channels.
Applies to Facebook
Custom Audiences
Tangible tactics to optimize and scale campaigns
Use custom-built
predictive models to
score populations and
prioritize high-value geos.
Applies to Facebook Core
Audiences and Google
Search Campaigns
Raise or lower your SEM
bids based on the
predicted value of your
target geos.
Applies to Google Search
Campaigns using manual
bidding strategies
Interior Define
Interior Define used
custom-built predictive
models to determine which
zip codes around the
country had the highest
propensity for conversion.
They applied those
predictions to adjust their
SEM bids and refine their
Facebook Core Audience
targeting criteria.
Geotargeting Results
Geo-bid modifiers on Google:
● 95% increase in conversions
● 147% increase in ROAS
Geotargeting on Facebook:
● 40% lower CPR
● 128% increase in ROAS
Using predictive geotargeting to scale ROAS
Take it one step at a time
Keep experimenting and iterating on Facebook and
Google — and stay cognizant of performance ceilings.
Familiarize yourself with predictions
Start with your data. See what you can learn. Then,
start to layer in third-party data and machine learning.
Employ the right tactics
Remember the limitations of each audience and
campaign — and how you can get past them.
Keep in mind
Schedule Your
Consultation
with a Growth
Media Expert
Q&A
Register now at tinuiti.com/TLC21
Thank you!
How to Maximize Media Spend on a
Limited Budget
Tight Budget? How to Get the Most from your Media
Planning Dollars
10am -10:30am PT | 1pm-1:30pm ET
How to Triple your Growth with External Marketing
Investment
10:35am-11:05am PT | 1:35pm-2:05pm ET
Using Predictive Marketing to Improve Results
Across Digital Channels
11:10am-11:40am PT | 2:10pm-2:40pm ET
Fireside chat: Maximizing holiday success on a
budget
11:45am-12pm PT | 2:45pm-3pm ET
Get the Most Bang
for Your Media Buck

Using Predictive Marketing to Improve Results Across Digital Channels

  • 1.
    How to MaximizeMedia Spend on a Limited Budget Tight Budget? How to Get the Most from your Media Planning Dollars 10am -10:30am PT | 1pm-1:30pm ET How to Triple your Growth with External Marketing Investment 10:35am-11:05am PT | 1:35pm-2:05pm ET Using Predictive Marketing to Improve Results Across Digital Channels 11:10am-11:40am PT | 2:10pm-2:40pm ET Fireside chat: Maximizing holiday success on a budget 11:45am-12pm PT | 2:45pm-3pm ET Get the Most Bang for Your Media Buck
  • 2.
    Using Predictive Marketing toImprove Results Across Digital Channels
  • 3.
    Today’s Logistics Kerry Mallett WebinarCoordinator Recording & slides will be sent by tomorrow 01 Submit questions for live Q&A 04 03 Download relevant resources Log back anytime with same link 02 02 Join our poll questions 05
  • 4.
    WE’VE MASTERED THE MEDIATHAT MATTERS MOST Tinuiti is the largest independent performance marketing firm across Streaming TV and the Triopoly of Google, Facebook, Amazon. Employees Media managed Award-winning culture* $3B #1 950+
  • 5.
    Some of Our Clients Our Recognition Forcommerce leaders of today and the future
  • 6.
    Our Speakers ROBBIE ADLER Co-founder& Chief Strategy Officer PERRY MCDERMOTT Director of Marketing
  • 7.
    Agenda ● Thinking Outsidethe “Blackbox” ● Refining Campaign Strategies ● Applying Predictive Tactics at Scale 7
  • 8.
    How would yourate your use of machine learning in your marketing stack? ● 1 - Not using it yet ● 2 - Starting to use machine learning ● 3 - Using machine learning but not optimized ● 4 - Well integrated but room for improvement ● 5 - Fully using machine learning! POLL
  • 9.
    25% 29% Brands can’t(and shouldn’t) avoid the duopoly Global digital ad spend on Facebook last year Global digital ad spend on Google last year They’re the modern landlords Source
  • 10.
    Core audiences Custom audiences Lookalike audiences Facebook Audience Types Targetaudiences based on demographic, psychographic, geographic, and other criteria. Target existing customers and others who have engaged with your business, online or off. Reach new people whose interests are similar to those of your best customers. Scaling can impact performance
  • 11.
    Smart campaigns Automated bidding Manual bidding Google Campaign Types Highlyautomated campaigns that are great for small teams looking to do more with Google. Takes the heavy lifting and guesswork out of setting bids to meet your performance goals. Reach new people whose interests are similar to those of your best customers. All intent is not equal
  • 12.
    On Facebook, yourad frequency is rising, CPA is rising, and ROAS is dropping. Why? You’re maxing out your reach with lookalike audiences, and your competitors are targeting the same core FB audiences. On Google, CPC/CPA is rising and your conversion rates are dropping. Why? Short-tail keywords get more search volume, but there’s more competition—they’re more expensive. Performance ceilings are real
  • 13.
    How to breakthrough the ceilings What problems are you facing with your ad spend? 1. Poor reach metrics 2. Poor engagement metrics 3. Poor conversion metrics Understand the most practical applications of ML in marketing 1. Predictive insights 2. Predictive targeting 3. Predictive personalization Apply the right predictive marketing tactic to break through your ceilings 1. Facebook lookalike seeding 2. Portable lookalike audiences 3. Predictive geotargeting 4. Geo-bid modifiers Identify the problem Evaluate the predictive landscape Optimize and scale campaigns
  • 14.
    Thinking Outside the“Blackbox” and “Walled Gardens” 14
  • 15.
    Poor reach metrics Poor engagement metrics Poor conversion metrics Identify theproblem Your ads are reaching the same people over and over. This can signify audience exhaustion. Your ads aren’t speaking your audiences’ language. This can signify poor ad relevance. Your ROAS is dropping, lead conversion is dropping. This can signify that you’re maxing out qualified reach.
  • 16.
  • 17.
    Insights Targeting Personalization Evaluatethe predictive landscape Identify common characteristics of high-value cohorts to guide strategic campaign decisions. Requires the ability to segment analyze your customer base across multiple dimensions. Develop and assign brand personas to individuals in your audiences to deliver relevant ads across targeted channels. Requires quantitatively developed personas and persona-aligned creative. Use predictive models to identify audiences and geographies for ad spend optimization. Requires sufficient historical data for model training and a machine learning platform.
  • 18.
    Truly human insights Burrowdiscovered that their buyers were avid readers, dog lovers, and travelers, enabling the brand to produce more relevant ad creative. Burrow Insights Targeting 88% CAC reduction Using custom-built predictive models, Burrow was able to reach new audiences of likely buyers resulting in a significant CAC reduction. Personalization At every touchpoint Using real-time persona scoring, Burrow can enroll contacts in personalized email drips without the need for additional forms or questionnaires. 1 in 3 sales coordinated with predictive marketing
  • 19.
  • 20.
    Use persona-based audiences (orother themed segments) as “seeds” for Facebook Lookalike Audiences. Applies to Facebook Lookalike Audiences Portable lookalike audiences Facebook lookalike seeding Predictive geotargeting Geo-bid modifiers Use custom-built predictive models to reach new audiences of likely buyers across your targeted channels. Applies to Facebook Custom Audiences Tangible tactics to optimize and scale campaigns Use custom-built predictive models to score populations and prioritize high-value geos. Applies to Facebook Core Audiences and Google Search Campaigns Raise or lower your SEM bids based on the predicted value of your target geos. Applies to Google Search Campaigns using manual bidding strategies
  • 21.
    Interior Define Interior Defineused custom-built predictive models to determine which zip codes around the country had the highest propensity for conversion. They applied those predictions to adjust their SEM bids and refine their Facebook Core Audience targeting criteria. Geotargeting Results Geo-bid modifiers on Google: ● 95% increase in conversions ● 147% increase in ROAS Geotargeting on Facebook: ● 40% lower CPR ● 128% increase in ROAS Using predictive geotargeting to scale ROAS
  • 22.
    Take it onestep at a time Keep experimenting and iterating on Facebook and Google — and stay cognizant of performance ceilings. Familiarize yourself with predictions Start with your data. See what you can learn. Then, start to layer in third-party data and machine learning. Employ the right tactics Remember the limitations of each audience and campaign — and how you can get past them. Keep in mind
  • 23.
  • 24.
  • 25.
    Register now attinuiti.com/TLC21
  • 26.
  • 27.
    How to MaximizeMedia Spend on a Limited Budget Tight Budget? How to Get the Most from your Media Planning Dollars 10am -10:30am PT | 1pm-1:30pm ET How to Triple your Growth with External Marketing Investment 10:35am-11:05am PT | 1:35pm-2:05pm ET Using Predictive Marketing to Improve Results Across Digital Channels 11:10am-11:40am PT | 2:10pm-2:40pm ET Fireside chat: Maximizing holiday success on a budget 11:45am-12pm PT | 2:45pm-3pm ET Get the Most Bang for Your Media Buck