SlideShare a Scribd company logo
1 of 9
Download to read offline
January 2019 / Page 0marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Adtech enabled siphoning
PublishersAdvertisers
Human
Audience
Advertisers Publishers
Human
Audience
Fake Users
Fake Sites
1995
2015
January 2019 / Page 1marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Badtech Tax: 60-70% extracted
Source: WFA, April 2017
Source: ANA, May 2017
January 2019 / Page 2marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Case examples of this …
Publisher only gets 30-60c on the dollar after middlemen fees
https://mediatel.co.uk/newsline/2016/10/04/where-did-the-
money-go-guardian-buys-its-own-ad-inventory
2016
The Guardian
“for every pound an advertiser
spends programmatically on the
Guardian only 30 pence actually
goes to the publisher.”
2017
BusinessInsider
“$40,000 worth of ad inventory
through the open exchanges,
the publication only saw $97.”
http://adage.com/article/digital/business-insider-york-times-
shed-details-ad-industry-s-biggest-problem/311081/
January 2019 / Page 3marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
U.S. Digital Ad Spend Distribution
$46 Search Display/Video $46
$32$39
$8
Google Search FB+Google Display$29
(outside Google/Facebook)
$100 Billion Digital SpendSource: IAB 2H 2018 Report
Source: Verisign, Q4 2016
329M
domains
est. 1 million est. 164 million
7M
apps
Source: Statista, March 2017
est. 10,000 est. 6.99 million
1% of
impressions
99% of
impressions
$10B $19B
Good Publishers “sites/apps with ads”
January 2019 / Page 4marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Scarcity … vs unlim fake ads
Infinite quantities of digital ads can be created on real or fake sites
Unlike real billboards that
people actually drive by in
the physical world …
Limitless quantities of digital
ads can be created on fake
sites that humans never visit.
January 2019 / Page 5marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Myth of the long tail
Most people visit sites they know most; occasionally long tail ones
“There are numerous pieces of research on how even as people
accumulate hundreds of TV channels, they only watch seven. It's rather
commonly accepted that in a sea of millions of mobile apps, most people
stick to half a dozen.” http://www.businessinsider.com/the-advertising-industry-has-been-living-a-lie-2017-10
January 2019 / Page 6marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Myth of Hypertargeting
After 3 parameters, the matching audience gets really tiny
Female Male
18-25 13-17 25-34 35-49 50+
1. gender
2. age range
3. geographic location
50%
10%
2%
100 params?
300 params?
Starting Audience 100%
?
?
% of AudienceTargeting parameters
January 2019 / Page 7marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Myth of behavioral targeting
Ad tech sold the idea of deriving intent from web history
Outdoor
enthusiast?Male? Female?
“This works on simplistic examples, like the above. But when the list of sites grows
longer and more diverse, the assumptions used to derive data points, even gender, are
going to be less and less accurate. In fact, a recent study of online identifiers determined
that over 80% of the records were designated as BOTH male and female.”
Source: Yeah, Your Data’s Screwed
January 2019 / Page 8marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
hypertargeting
behavioral targeting
“Badtech” harms all parties
Good Publishers
(lower revenue, CPMs)
Consumers
(privacy violations)
Advertisers
(ad fraud, no outcomes)
Badtech
Industrial
Complex
Badtech
Industrial
Complex long tail sites

More Related Content

What's hot

What's hot (20)

Sept 2017 - Ad Fraud Pricepoints Study
Sept 2017 - Ad Fraud Pricepoints StudySept 2017 - Ad Fraud Pricepoints Study
Sept 2017 - Ad Fraud Pricepoints Study
 
Marketers Take Control Run Experiments
Marketers Take Control Run ExperimentsMarketers Take Control Run Experiments
Marketers Take Control Run Experiments
 
You're Not Getting What You Bought
You're Not Getting What You BoughtYou're Not Getting What You Bought
You're Not Getting What You Bought
 
July 2017 - Viewability Study by Augustine Fou
July 2017 - Viewability Study by Augustine FouJuly 2017 - Viewability Study by Augustine Fou
July 2017 - Viewability Study by Augustine Fou
 
State of Digital Ad Fraud Q1 2015 Update by Augustine Fou
State of Digital Ad Fraud Q1 2015 Update by Augustine FouState of Digital Ad Fraud Q1 2015 Update by Augustine Fou
State of Digital Ad Fraud Q1 2015 Update by Augustine Fou
 
Procurement to Help Fight Ad Fraud
Procurement to Help Fight Ad FraudProcurement to Help Fight Ad Fraud
Procurement to Help Fight Ad Fraud
 
Most popular browsers mimicked by fraud bots
Most popular browsers mimicked by fraud botsMost popular browsers mimicked by fraud bots
Most popular browsers mimicked by fraud bots
 
What High Humanness Publishers Look Like by Augustine Fou
What High Humanness Publishers Look Like by Augustine FouWhat High Humanness Publishers Look Like by Augustine Fou
What High Humanness Publishers Look Like by Augustine Fou
 
Search Ad Fraud Explainer by Augustine Fou
Search Ad Fraud Explainer by Augustine FouSearch Ad Fraud Explainer by Augustine Fou
Search Ad Fraud Explainer by Augustine Fou
 
State of Digital Ad Fraud August 2017
State of Digital Ad Fraud August 2017State of Digital Ad Fraud August 2017
State of Digital Ad Fraud August 2017
 
Fraud by Browser Study
Fraud by Browser StudyFraud by Browser Study
Fraud by Browser Study
 
Alternative view of lifecycle of a media impression terence kawaja
Alternative view of lifecycle of a media impression terence kawajaAlternative view of lifecycle of a media impression terence kawaja
Alternative view of lifecycle of a media impression terence kawaja
 
Mobile Ad Fraud - Betcha Didn't Know
Mobile Ad Fraud - Betcha Didn't KnowMobile Ad Fraud - Betcha Didn't Know
Mobile Ad Fraud - Betcha Didn't Know
 
Bots Range in Sophistication
Bots Range in SophisticationBots Range in Sophistication
Bots Range in Sophistication
 
How Ad Fraud Impacts Good Publishers
How Ad Fraud Impacts Good PublishersHow Ad Fraud Impacts Good Publishers
How Ad Fraud Impacts Good Publishers
 
Five Pro Tips for Optimizing Programmatic Campaigns
Five Pro Tips for Optimizing Programmatic CampaignsFive Pro Tips for Optimizing Programmatic Campaigns
Five Pro Tips for Optimizing Programmatic Campaigns
 
At-Scale Ad Fraud Absorbs Most Digital Dollars
At-Scale Ad Fraud Absorbs Most Digital DollarsAt-Scale Ad Fraud Absorbs Most Digital Dollars
At-Scale Ad Fraud Absorbs Most Digital Dollars
 
June 2017 - Ad Blocking Update
June 2017 - Ad Blocking UpdateJune 2017 - Ad Blocking Update
June 2017 - Ad Blocking Update
 
State of Ad Fraud Ad Blocking Q1 2016 Update Augustine Fou
State of Ad Fraud Ad Blocking Q1 2016 Update Augustine FouState of Ad Fraud Ad Blocking Q1 2016 Update Augustine Fou
State of Ad Fraud Ad Blocking Q1 2016 Update Augustine Fou
 
Low-Cost, No-Tech Ways to Fight Fraud vMiMA
Low-Cost, No-Tech Ways to Fight Fraud vMiMALow-Cost, No-Tech Ways to Fight Fraud vMiMA
Low-Cost, No-Tech Ways to Fight Fraud vMiMA
 

Similar to What The Hell Happened to Good Publishers 1995 2015

Similar to What The Hell Happened to Good Publishers 1995 2015 (20)

Good Publishers Will Save Digital Marketing v2019
Good Publishers Will Save Digital Marketing v2019Good Publishers Will Save Digital Marketing v2019
Good Publishers Will Save Digital Marketing v2019
 
How Brands are Solving Ad Fraud Themselves
How Brands are Solving Ad Fraud ThemselvesHow Brands are Solving Ad Fraud Themselves
How Brands are Solving Ad Fraud Themselves
 
Piracy and Ad Fraud - Bad Guys Rip Off Studios Twice
Piracy and Ad Fraud - Bad Guys Rip Off Studios TwicePiracy and Ad Fraud - Bad Guys Rip Off Studios Twice
Piracy and Ad Fraud - Bad Guys Rip Off Studios Twice
 
DMA_PPT_Analytics FINAL Sept 2017
DMA_PPT_Analytics FINAL Sept 2017DMA_PPT_Analytics FINAL Sept 2017
DMA_PPT_Analytics FINAL Sept 2017
 
State of digital ad fraud 2017 by augustine fou
State of digital ad fraud 2017 by augustine fouState of digital ad fraud 2017 by augustine fou
State of digital ad fraud 2017 by augustine fou
 
State of Ad Fraud #RampUp17
State of Ad Fraud #RampUp17State of Ad Fraud #RampUp17
State of Ad Fraud #RampUp17
 
Ad fraud update for publishers Feb 2020
Ad fraud update for publishers Feb 2020Ad fraud update for publishers Feb 2020
Ad fraud update for publishers Feb 2020
 
Where the Wild Bots are OPSNY June 2016
Where the Wild Bots are OPSNY June 2016Where the Wild Bots are OPSNY June 2016
Where the Wild Bots are OPSNY June 2016
 
Unintended Consequences for Publishers using Adtech
Unintended Consequences for Publishers using AdtechUnintended Consequences for Publishers using Adtech
Unintended Consequences for Publishers using Adtech
 
Investigating digital ad fraud spi virtual meeting
Investigating digital ad fraud   spi virtual meetingInvestigating digital ad fraud   spi virtual meeting
Investigating digital ad fraud spi virtual meeting
 
State of Digital Ad Fraud Q2 2018
State of Digital Ad Fraud Q2 2018State of Digital Ad Fraud Q2 2018
State of Digital Ad Fraud Q2 2018
 
History and Impact of Digital Ad Fraud
History and Impact of Digital Ad FraudHistory and Impact of Digital Ad Fraud
History and Impact of Digital Ad Fraud
 
Case Studies of Reducing Bots Fraud by Augustine Fou
Case Studies of Reducing Bots Fraud by Augustine FouCase Studies of Reducing Bots Fraud by Augustine Fou
Case Studies of Reducing Bots Fraud by Augustine Fou
 
Procurement to Help Reduce Ad Fraud
Procurement to Help Reduce Ad FraudProcurement to Help Reduce Ad Fraud
Procurement to Help Reduce Ad Fraud
 
Digital Ad Fraud Is Not Illegal Yet
Digital Ad Fraud Is Not Illegal YetDigital Ad Fraud Is Not Illegal Yet
Digital Ad Fraud Is Not Illegal Yet
 
Hidden Costs in Digital Media Supply Path
Hidden Costs in Digital Media Supply PathHidden Costs in Digital Media Supply Path
Hidden Costs in Digital Media Supply Path
 
Illustrated ad fraud risks for advertisers
Illustrated ad fraud risks for advertisersIllustrated ad fraud risks for advertisers
Illustrated ad fraud risks for advertisers
 
Mobile display fraud is rampant beyond belief
Mobile display fraud is rampant beyond beliefMobile display fraud is rampant beyond belief
Mobile display fraud is rampant beyond belief
 
Better Media Means Better Outcomes by Augustine Fou
Better Media Means Better Outcomes by Augustine FouBetter Media Means Better Outcomes by Augustine Fou
Better Media Means Better Outcomes by Augustine Fou
 
Digital Ad Fraud - Betcha Didn't Know
Digital Ad Fraud - Betcha Didn't KnowDigital Ad Fraud - Betcha Didn't Know
Digital Ad Fraud - Betcha Didn't Know
 

More from Dr. Augustine Fou - Independent Ad Fraud Researcher

More from Dr. Augustine Fou - Independent Ad Fraud Researcher (20)

Forensic Auditing of Digital Media.pdf
Forensic Auditing of Digital Media.pdfForensic Auditing of Digital Media.pdf
Forensic Auditing of Digital Media.pdf
 
Q1 2022 Update on ad fraud for AMM
Q1 2022 Update on ad fraud for AMMQ1 2022 Update on ad fraud for AMM
Q1 2022 Update on ad fraud for AMM
 
Ad blocking benchmarks q4 2021
Ad blocking benchmarks q4 2021Ad blocking benchmarks q4 2021
Ad blocking benchmarks q4 2021
 
Digital ad dollars trickle down chart
Digital ad dollars trickle down chartDigital ad dollars trickle down chart
Digital ad dollars trickle down chart
 
Still nothing but ad fraud 2021 dr augustine fou
Still nothing but ad fraud 2021 dr augustine fouStill nothing but ad fraud 2021 dr augustine fou
Still nothing but ad fraud 2021 dr augustine fou
 
Bad guys optimize ad fraud efficiency
Bad guys optimize ad fraud efficiencyBad guys optimize ad fraud efficiency
Bad guys optimize ad fraud efficiency
 
Alternative to ANA's end to end supply chain transparency study v final
Alternative to ANA's end to end supply chain transparency study v finalAlternative to ANA's end to end supply chain transparency study v final
Alternative to ANA's end to end supply chain transparency study v final
 
Impact of Loss of 3P Cookies on Publishers' Ad Revenue
Impact of Loss of 3P Cookies on Publishers' Ad RevenueImpact of Loss of 3P Cookies on Publishers' Ad Revenue
Impact of Loss of 3P Cookies on Publishers' Ad Revenue
 
Entire ecosystem supporting ad fraud 2018
Entire ecosystem supporting ad fraud 2018Entire ecosystem supporting ad fraud 2018
Entire ecosystem supporting ad fraud 2018
 
Digital Media Trust Collaborative
Digital Media Trust CollaborativeDigital Media Trust Collaborative
Digital Media Trust Collaborative
 
Programmatic reach analysis 2021
Programmatic reach analysis 2021Programmatic reach analysis 2021
Programmatic reach analysis 2021
 
2021 update on ad fraud brand safety privacy
2021 update on ad fraud brand safety privacy2021 update on ad fraud brand safety privacy
2021 update on ad fraud brand safety privacy
 
Browser and OS Share Jan 2021
Browser and OS Share Jan 2021Browser and OS Share Jan 2021
Browser and OS Share Jan 2021
 
Checking abnormal referrer traffic in google analytics
Checking abnormal referrer traffic in google analyticsChecking abnormal referrer traffic in google analytics
Checking abnormal referrer traffic in google analytics
 
Digital Fraud Viewability Benchmarks Q4 2020
Digital Fraud Viewability Benchmarks Q4 2020Digital Fraud Viewability Benchmarks Q4 2020
Digital Fraud Viewability Benchmarks Q4 2020
 
What CFEs can do about digital ad fraud
What CFEs can do about digital ad fraudWhat CFEs can do about digital ad fraud
What CFEs can do about digital ad fraud
 
Four types of digital ad spend updated august 2020
Four types of digital ad spend updated august 2020Four types of digital ad spend updated august 2020
Four types of digital ad spend updated august 2020
 
How to Use FouAnalytics For Marketers
How to Use FouAnalytics   For MarketersHow to Use FouAnalytics   For Marketers
How to Use FouAnalytics For Marketers
 
FouAnalytics DIY site media analytics fraud detection baked in
FouAnalytics DIY site media analytics fraud detection baked inFouAnalytics DIY site media analytics fraud detection baked in
FouAnalytics DIY site media analytics fraud detection baked in
 
Digital Ad Fraud FAQ Question 1
Digital Ad Fraud FAQ Question 1Digital Ad Fraud FAQ Question 1
Digital Ad Fraud FAQ Question 1
 

Recently uploaded

The 100x Factor Growth with AI - Susan Diaz
The 100x Factor  Growth with AI - Susan DiazThe 100x Factor  Growth with AI - Susan Diaz
Riding the Wave of AI Disruption - Navigating the AI Fear Cycle in Marketing ...
Riding the Wave of AI Disruption - Navigating the AI Fear Cycle in Marketing ...Riding the Wave of AI Disruption - Navigating the AI Fear Cycle in Marketing ...
Riding the Wave of AI Disruption - Navigating the AI Fear Cycle in Marketing ...
DigiMarCon - Digital Marketing, Media and Advertising Conferences & Exhibitions
 
Brand experience Peoria City Soccer Presentation.pdf
Brand experience Peoria City Soccer Presentation.pdfBrand experience Peoria City Soccer Presentation.pdf
Brand experience Peoria City Soccer Presentation.pdf
tbatkhuu1
 

Recently uploaded (20)

Unraveling the Mystery of the Hinterkaifeck Murders.pptx
Unraveling the Mystery of the Hinterkaifeck Murders.pptxUnraveling the Mystery of the Hinterkaifeck Murders.pptx
Unraveling the Mystery of the Hinterkaifeck Murders.pptx
 
Foundation First - Why Your Website and Content Matters - David Pisarek
Foundation First - Why Your Website and Content Matters - David PisarekFoundation First - Why Your Website and Content Matters - David Pisarek
Foundation First - Why Your Website and Content Matters - David Pisarek
 
Generative AI Content Creation - Andrew Jenkins
Generative AI Content Creation - Andrew JenkinsGenerative AI Content Creation - Andrew Jenkins
Generative AI Content Creation - Andrew Jenkins
 
Campfire Stories - Matching Content to Audience Context - Ryan Brock
Campfire Stories - Matching Content to Audience Context - Ryan BrockCampfire Stories - Matching Content to Audience Context - Ryan Brock
Campfire Stories - Matching Content to Audience Context - Ryan Brock
 
The 100x Factor Growth with AI - Susan Diaz
The 100x Factor  Growth with AI - Susan DiazThe 100x Factor  Growth with AI - Susan Diaz
The 100x Factor Growth with AI - Susan Diaz
 
Google 3rd-Party Cookie Deprecation [Update] + 5 Best Strategies
Google 3rd-Party Cookie Deprecation [Update] + 5 Best StrategiesGoogle 3rd-Party Cookie Deprecation [Update] + 5 Best Strategies
Google 3rd-Party Cookie Deprecation [Update] + 5 Best Strategies
 
Alpha Media March 2024 Buyers Guide.pptx
Alpha Media March 2024 Buyers Guide.pptxAlpha Media March 2024 Buyers Guide.pptx
Alpha Media March 2024 Buyers Guide.pptx
 
Situation Analysis | Management Company.
Situation Analysis | Management Company.Situation Analysis | Management Company.
Situation Analysis | Management Company.
 
Chat GPT Master Class - Leslie Hughes, PUNCH Media
Chat GPT Master Class - Leslie Hughes, PUNCH MediaChat GPT Master Class - Leslie Hughes, PUNCH Media
Chat GPT Master Class - Leslie Hughes, PUNCH Media
 
Labour Day Celebrating Workers and Their Contributions.pptx
Labour Day Celebrating Workers and Their Contributions.pptxLabour Day Celebrating Workers and Their Contributions.pptx
Labour Day Celebrating Workers and Their Contributions.pptx
 
Major SEO Trends in 2024 - Banyanbrain Digital
Major SEO Trends in 2024 - Banyanbrain DigitalMajor SEO Trends in 2024 - Banyanbrain Digital
Major SEO Trends in 2024 - Banyanbrain Digital
 
Riding the Wave of AI Disruption - Navigating the AI Fear Cycle in Marketing ...
Riding the Wave of AI Disruption - Navigating the AI Fear Cycle in Marketing ...Riding the Wave of AI Disruption - Navigating the AI Fear Cycle in Marketing ...
Riding the Wave of AI Disruption - Navigating the AI Fear Cycle in Marketing ...
 
W.H.Bender Quote 61 -Influential restaurant and food service industry network...
W.H.Bender Quote 61 -Influential restaurant and food service industry network...W.H.Bender Quote 61 -Influential restaurant and food service industry network...
W.H.Bender Quote 61 -Influential restaurant and food service industry network...
 
Top 5 Breakthrough AI Innovations Elevating Content Creation and Personalizat...
Top 5 Breakthrough AI Innovations Elevating Content Creation and Personalizat...Top 5 Breakthrough AI Innovations Elevating Content Creation and Personalizat...
Top 5 Breakthrough AI Innovations Elevating Content Creation and Personalizat...
 
BDSM⚡Call Girls in Sector 144 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 144 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 144 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 144 Noida Escorts >༒8448380779 Escort Service
 
Unlocking the Mystery of the Voynich Manuscript
Unlocking the Mystery of the Voynich ManuscriptUnlocking the Mystery of the Voynich Manuscript
Unlocking the Mystery of the Voynich Manuscript
 
Brand experience Peoria City Soccer Presentation.pdf
Brand experience Peoria City Soccer Presentation.pdfBrand experience Peoria City Soccer Presentation.pdf
Brand experience Peoria City Soccer Presentation.pdf
 
Social media, ppt. Features, characteristics
Social media, ppt. Features, characteristicsSocial media, ppt. Features, characteristics
Social media, ppt. Features, characteristics
 
Navigating the SEO of Tomorrow, Competitive Benchmarking, China as an e-Comme...
Navigating the SEO of Tomorrow, Competitive Benchmarking, China as an e-Comme...Navigating the SEO of Tomorrow, Competitive Benchmarking, China as an e-Comme...
Navigating the SEO of Tomorrow, Competitive Benchmarking, China as an e-Comme...
 
How to utilize calculated properties in your HubSpot setups
How to utilize calculated properties in your HubSpot setupsHow to utilize calculated properties in your HubSpot setups
How to utilize calculated properties in your HubSpot setups
 

What The Hell Happened to Good Publishers 1995 2015

  • 1. January 2019 / Page 0marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Adtech enabled siphoning PublishersAdvertisers Human Audience Advertisers Publishers Human Audience Fake Users Fake Sites 1995 2015
  • 2. January 2019 / Page 1marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Badtech Tax: 60-70% extracted Source: WFA, April 2017 Source: ANA, May 2017
  • 3. January 2019 / Page 2marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Case examples of this … Publisher only gets 30-60c on the dollar after middlemen fees https://mediatel.co.uk/newsline/2016/10/04/where-did-the- money-go-guardian-buys-its-own-ad-inventory 2016 The Guardian “for every pound an advertiser spends programmatically on the Guardian only 30 pence actually goes to the publisher.” 2017 BusinessInsider “$40,000 worth of ad inventory through the open exchanges, the publication only saw $97.” http://adage.com/article/digital/business-insider-york-times- shed-details-ad-industry-s-biggest-problem/311081/
  • 4. January 2019 / Page 3marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou U.S. Digital Ad Spend Distribution $46 Search Display/Video $46 $32$39 $8 Google Search FB+Google Display$29 (outside Google/Facebook) $100 Billion Digital SpendSource: IAB 2H 2018 Report Source: Verisign, Q4 2016 329M domains est. 1 million est. 164 million 7M apps Source: Statista, March 2017 est. 10,000 est. 6.99 million 1% of impressions 99% of impressions $10B $19B Good Publishers “sites/apps with ads”
  • 5. January 2019 / Page 4marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Scarcity … vs unlim fake ads Infinite quantities of digital ads can be created on real or fake sites Unlike real billboards that people actually drive by in the physical world … Limitless quantities of digital ads can be created on fake sites that humans never visit.
  • 6. January 2019 / Page 5marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Myth of the long tail Most people visit sites they know most; occasionally long tail ones “There are numerous pieces of research on how even as people accumulate hundreds of TV channels, they only watch seven. It's rather commonly accepted that in a sea of millions of mobile apps, most people stick to half a dozen.” http://www.businessinsider.com/the-advertising-industry-has-been-living-a-lie-2017-10
  • 7. January 2019 / Page 6marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Myth of Hypertargeting After 3 parameters, the matching audience gets really tiny Female Male 18-25 13-17 25-34 35-49 50+ 1. gender 2. age range 3. geographic location 50% 10% 2% 100 params? 300 params? Starting Audience 100% ? ? % of AudienceTargeting parameters
  • 8. January 2019 / Page 7marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Myth of behavioral targeting Ad tech sold the idea of deriving intent from web history Outdoor enthusiast?Male? Female? “This works on simplistic examples, like the above. But when the list of sites grows longer and more diverse, the assumptions used to derive data points, even gender, are going to be less and less accurate. In fact, a recent study of online identifiers determined that over 80% of the records were designated as BOTH male and female.” Source: Yeah, Your Data’s Screwed
  • 9. January 2019 / Page 8marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou hypertargeting behavioral targeting “Badtech” harms all parties Good Publishers (lower revenue, CPMs) Consumers (privacy violations) Advertisers (ad fraud, no outcomes) Badtech Industrial Complex Badtech Industrial Complex long tail sites