SlideShare une entreprise Scribd logo
1  sur  6
Télécharger pour lire hors ligne
January 2019 / Page 0marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
State of Viewability
January 2019
January 2019
Augustine Fou, PhD.
acfou [at] mktsci.com
212. 203 .7239
January 2019 / Page 1marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Viewability Measurement Notes
Direct measurement is necessary, measurement done in-ad
• Viewability must be measured in-ad. On-site measurements are also
valid, and this can be corroborated by simply viewing the page layout –
where the ad slots are arrayed on the page.
• Desktop and mobile web are similar since browsers are standard; but app
impressions must be separated out because measurement reliability in-
app is low; also scrolling in mobile means actual viewability is very low
• From the data, there was no significant difference whether bots were
excluded or not; this is likely because the campaigns being measured in
this study had very little bots to begin with (good buying).
• And yeah, things should add up to be 100% (internal data consistency)
hasFocus
(is browser the
active window?)
visibilityState
(is browser minimized
or tab active?)
intersection
(is the ad slot in
the viewport?)
viewable = xx
January 2019 / Page 2marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Exchange A vs Exchange B
Exchange A has more confirmed humans, higher quality than B
Exchange A, All CPMs exclude app app only blended
hasFocus:1 4.2% 5% 0.5% 4.8% 4.7% 5%
-hasFocus:1 84.7% 95% 10.6% 95.2% 95.3% 95%
88.9% 11.1% 100.0%
visibilityState:visible 69.9% 79% 9.6% 86.1% 79.5% 80%
-visibilityState:visible 19.0% 21% 1.5% 13.9% 20.5% 20%
88.9% 11.1% 100.0%
intersection >50% 20.1% 23% 4.2% 37.4% 24.2% 24%
-intersection >50% 68.8% 77% 7.0% 62.6% 75.8% 76%
88.9% 11.1% 100.0%
viewable 0.8% 1.5% 0.9%
(excl hasFocus:1) viewable 17.8% 32.2% 19.3%
Exchange B, All CPMs exclude app app only blended
hasFocus:1 0.4% 0% 0.0% 0.0% 0.4% 0%
-hasFocus:1 95.1% 100% 4.5% 100.0% 99.7% 100%
95.5% 4.5% 100.0%
visibilityState:visible 34.3% 36% 4.2% 92.2% 38.4% 38%
-visibilityState:visible 61.2% 64% 0.4% 7.8% 61.6% 62%
95.5% 4.5% 100.0%
intersection >50% 8.0% 8% 0.5% 10.9% 8.5% 9%
-intersection >50% 87.5% 92% 4.0% 89.1% 91.5% 91%
95.5% 4.5% 100.0%
viewable 0.0% 0.0% 0.0%
(excl hasFocus:1) viewable 3.0% 10.0% 3.3%
January 2019 / Page 3marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
2 Campaigns on the same DSP
Quality and viewability are consistent for campaigns on same DSP
Campaign A, All CPMs exclude app app only blended
hasFocus:1 1.1% 1% 0.7% 4.8% 1.8% 2%
-hasFocus:1 83.6% 99% 14.6% 95.2% 98.2% 98%
84.7% 15.3% 100.0%
visibilityState:visible 61.1% 72% 13.7% 89.3% 74.8% 75%
-visibilityState:visible 23.6% 28% 1.6% 10.7% 25.2% 25%
84.7% 15.3% 100.0%
intersection >50% 17.1% 20% 7.4% 48.2% 24.5% 24%
-intersection >50% 67.6% 80% 7.9% 51.8% 75.5% 76%
84.7% 15.3% 100.0%
viewable 0.2% 2.1% 0.3%
(excl hasFocus:1) viewable 14.6% 43.1% 18.3%
Campaign B, All CPMs exclude app app only blended
hasFocus:1 1.0% 1% 0.5% 2.7% 1.5% 2%
-hasFocus:1 80.8% 99% 17.7% 97.3% 98.5% 99%
81.8% 18.2% 100.0%
visibilityState:visible 57.8% 71% 12.9% 70.5% 70.6% 71%
-visibilityState:visible 24.0% 29% 5.4% 29.5% 29.4% 29%
81.8% 18.2% 100.0%
intersection >50% 11.2% 14% 5.2% 28.5% 16.4% 16%
-intersection >50% 70.6% 86% 13.0% 71.5% 83.6% 84%
81.8% 18.2% 100.0%
viewable 0.1% 0.5% 0.2%
(excl hasFocus:1) viewable 9.7% 20.1% 11.6%
OBSERVATIONS
• Quality is virtually
identical (dark blue and
dark red similar across
both campaigns)
• Buying on the same DSP
appears to yield very
similar viewability results
across campaigns
• % of impressions from
apps vs non-apps are
consistent across
campaigns
January 2019 / Page 4marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
1cent CPM vs All CPMs
No statistical difference between 1cent CPM inventory vs All CPMs
Exchange A, 1c CPM exclude app app only blended
hasFocus:1 4.9% 5% 0.0% 0% 4.9% 5%
-hasFocus:1 92.0% 95% 3.1% 100% 95.1% 95%
96.9% 3.1% 100.0%
visibilityState:visible 57.3% 59% 1.8% 59% 59.1% 59%
-visibilityState:visible 39.6% 41% 1.3% 41% 40.9% 41%
96.9% 3.1% 100.0%
intersection >50% 30.8% 32% 1.5% 48% 32.3% 32%
-intersection >50% 66.1% 68% 1.6% 52% 67.7% 68%
96.9% 3.1% 100.0%
viewable 0.9% 0.0% 0.9%
(excl hasFocus:1) viewable 18.8% 28.4% 19.1%
Exchange A, All CPMs exclude app app only blended
hasFocus:1 4.2% 5% 0.5% 4.8% 4.7% 5%
-hasFocus:1 84.7% 95% 10.6% 95.2% 95.3% 95%
88.9% 11.1% 100.0%
visibilityState:visible 69.9% 79% 9.6% 86.1% 79.5% 80%
-visibilityState:visible 19.0% 21% 1.5% 13.9% 20.5% 20%
88.9% 11.1% 100.0%
intersection >50% 20.1% 23% 4.2% 37.4% 24.2% 24%
-intersection >50% 68.8% 77% 7.0% 62.6% 75.8% 76%
88.9% 11.1% 100.0%
viewable 0.8% 1.5% 0.9%
(excl hasFocus:1) viewable 17.8% 32.2% 19.3%
OBSERVATIONS
• Quality is virtually identical
(dark blue and dark red similar
across both CPM ranges)
• Buying on the same exchange
appears to yield very similar
viewability whether the CPMs
were 1cent or all CPMs
• % of impressions from apps is
higher for higher average
CPMs
January 2019 / Page 5marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Viewability vs Ad Blocking
Measurement accuracy depends on a number of factors
Viewability Ad Blocking
• Is dependent on the page
layout, where the ad is
• Must be measured in-ad;
direct measurement is key
• In-app impressions must be
excluded; desktop and
mobile we are similar
• Is related to the browser/
tech used by the user
• Must be measured on-site;
direct measurement is key
• Desktop must be separated
from mobile
• Bots should be excluded, %
of data not measurable
should be disclosed

Contenu connexe

Similaire à State of Viewability January 2019

Marketing Performance Report - Google Merchandise Store
Marketing Performance Report - Google Merchandise StoreMarketing Performance Report - Google Merchandise Store
Marketing Performance Report - Google Merchandise StoreRahul Kumar
 
Understanding Distributor Marketing Tool Usage & Effectiveness
Understanding Distributor Marketing Tool Usage & EffectivenessUnderstanding Distributor Marketing Tool Usage & Effectiveness
Understanding Distributor Marketing Tool Usage & EffectivenessChannel Marketing Group
 
Celtra Creative Insights Report -- Q2 2019
Celtra Creative Insights Report -- Q2 2019Celtra Creative Insights Report -- Q2 2019
Celtra Creative Insights Report -- Q2 2019Julia Berman
 
Vmcc socialbakers-fb-advertising-quarterly-report
Vmcc socialbakers-fb-advertising-quarterly-reportVmcc socialbakers-fb-advertising-quarterly-report
Vmcc socialbakers-fb-advertising-quarterly-reportBUG Corporation
 
Vmcc socialbakers-fb-advertising-quarterly-report
Vmcc socialbakers-fb-advertising-quarterly-reportVmcc socialbakers-fb-advertising-quarterly-report
Vmcc socialbakers-fb-advertising-quarterly-reportAnna Nguyen
 
The_4_Sales_Reports_for_CEO
The_4_Sales_Reports_for_CEOThe_4_Sales_Reports_for_CEO
The_4_Sales_Reports_for_CEOPatrick Kenny
 
Comscore presentazione 10 aprile 2014
Comscore presentazione 10 aprile 2014Comscore presentazione 10 aprile 2014
Comscore presentazione 10 aprile 2014MCS_MediaConsultants
 
Amazon go feasibility study
Amazon go feasibility studyAmazon go feasibility study
Amazon go feasibility studyAmmine Ait
 
Performance marketing: Display matters - Ulrich Bartholomaus
Performance marketing: Display matters - Ulrich BartholomausPerformance marketing: Display matters - Ulrich Bartholomaus
Performance marketing: Display matters - Ulrich Bartholomausauexpo Conference
 
Marketing Mix Models In a Changing Environment
Marketing Mix Models In a Changing EnvironmentMarketing Mix Models In a Changing Environment
Marketing Mix Models In a Changing EnvironmentAquent
 
How do you value a click that doesn't lead straight to a sale?
How do you value a click that doesn't lead straight to a sale?How do you value a click that doesn't lead straight to a sale?
How do you value a click that doesn't lead straight to a sale?Neil Charles
 
Celtra creative insights -- Q2 2019
Celtra creative insights -- Q2 2019Celtra creative insights -- Q2 2019
Celtra creative insights -- Q2 2019Julia Berman
 
Impletementing Analytics - Stop talking, Start doing! by Ben Salmon, We are C...
Impletementing Analytics - Stop talking, Start doing! by Ben Salmon, We are C...Impletementing Analytics - Stop talking, Start doing! by Ben Salmon, We are C...
Impletementing Analytics - Stop talking, Start doing! by Ben Salmon, We are C...Jahia Solutions Group
 
Module4 multichannel analytics
Module4   multichannel analyticsModule4   multichannel analytics
Module4 multichannel analyticsGayathri Choda
 

Similaire à State of Viewability January 2019 (20)

Ad fraud is more than just bots jan 2019
Ad fraud is more than just bots jan 2019Ad fraud is more than just bots jan 2019
Ad fraud is more than just bots jan 2019
 
Marketing Performance Report - Google Merchandise Store
Marketing Performance Report - Google Merchandise StoreMarketing Performance Report - Google Merchandise Store
Marketing Performance Report - Google Merchandise Store
 
Digital Advertising Benchmarks November 2019
Digital Advertising Benchmarks November 2019Digital Advertising Benchmarks November 2019
Digital Advertising Benchmarks November 2019
 
Understanding Distributor Marketing Tool Usage & Effectiveness
Understanding Distributor Marketing Tool Usage & EffectivenessUnderstanding Distributor Marketing Tool Usage & Effectiveness
Understanding Distributor Marketing Tool Usage & Effectiveness
 
Celtra Creative Insights Report -- Q2 2019
Celtra Creative Insights Report -- Q2 2019Celtra Creative Insights Report -- Q2 2019
Celtra Creative Insights Report -- Q2 2019
 
Naf power point
Naf power pointNaf power point
Naf power point
 
Vmcc socialbakers-fb-advertising-quarterly-report
Vmcc socialbakers-fb-advertising-quarterly-reportVmcc socialbakers-fb-advertising-quarterly-report
Vmcc socialbakers-fb-advertising-quarterly-report
 
Vmcc socialbakers-fb-advertising-quarterly-report
Vmcc socialbakers-fb-advertising-quarterly-reportVmcc socialbakers-fb-advertising-quarterly-report
Vmcc socialbakers-fb-advertising-quarterly-report
 
Socialbakers Quarterly Facebook Advertising Report
Socialbakers Quarterly Facebook Advertising ReportSocialbakers Quarterly Facebook Advertising Report
Socialbakers Quarterly Facebook Advertising Report
 
The_4_Sales_Reports_for_CEO
The_4_Sales_Reports_for_CEOThe_4_Sales_Reports_for_CEO
The_4_Sales_Reports_for_CEO
 
Comscore presentazione 10 aprile 2014
Comscore presentazione 10 aprile 2014Comscore presentazione 10 aprile 2014
Comscore presentazione 10 aprile 2014
 
Amazon go feasibility study
Amazon go feasibility studyAmazon go feasibility study
Amazon go feasibility study
 
Performance marketing: Display matters - Ulrich Bartholomaus
Performance marketing: Display matters - Ulrich BartholomausPerformance marketing: Display matters - Ulrich Bartholomaus
Performance marketing: Display matters - Ulrich Bartholomaus
 
Marketing Mix Models In a Changing Environment
Marketing Mix Models In a Changing EnvironmentMarketing Mix Models In a Changing Environment
Marketing Mix Models In a Changing Environment
 
Search Marketing 101
Search Marketing 101Search Marketing 101
Search Marketing 101
 
How do you value a click that doesn't lead straight to a sale?
How do you value a click that doesn't lead straight to a sale?How do you value a click that doesn't lead straight to a sale?
How do you value a click that doesn't lead straight to a sale?
 
GOE Allocation Presentation
GOE Allocation PresentationGOE Allocation Presentation
GOE Allocation Presentation
 
Celtra creative insights -- Q2 2019
Celtra creative insights -- Q2 2019Celtra creative insights -- Q2 2019
Celtra creative insights -- Q2 2019
 
Impletementing Analytics - Stop talking, Start doing! by Ben Salmon, We are C...
Impletementing Analytics - Stop talking, Start doing! by Ben Salmon, We are C...Impletementing Analytics - Stop talking, Start doing! by Ben Salmon, We are C...
Impletementing Analytics - Stop talking, Start doing! by Ben Salmon, We are C...
 
Module4 multichannel analytics
Module4   multichannel analyticsModule4   multichannel analytics
Module4 multichannel analytics
 

Plus de Dr. Augustine Fou - Independent Ad Fraud Researcher

Plus de 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
 
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
 
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
 

Dernier

Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...amitlee9823
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfMarinCaroMartnezBerg
 
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Valters Lauzums
 
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -Pooja Nehwal
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxolyaivanovalion
 
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...amitlee9823
 
CebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptxCebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptxolyaivanovalion
 
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...only4webmaster01
 
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangaloreamitlee9823
 
➥🔝 7737669865 🔝▻ Bangalore Call-girls in Women Seeking Men 🔝Bangalore🔝 Esc...
➥🔝 7737669865 🔝▻ Bangalore Call-girls in Women Seeking Men  🔝Bangalore🔝   Esc...➥🔝 7737669865 🔝▻ Bangalore Call-girls in Women Seeking Men  🔝Bangalore🔝   Esc...
➥🔝 7737669865 🔝▻ Bangalore Call-girls in Women Seeking Men 🔝Bangalore🔝 Esc...amitlee9823
 
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...amitlee9823
 
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% SecureCall me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% SecurePooja Nehwal
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...amitlee9823
 
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Standamitlee9823
 
Discover Why Less is More in B2B Research
Discover Why Less is More in B2B ResearchDiscover Why Less is More in B2B Research
Discover Why Less is More in B2B Researchmichael115558
 
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...SUHANI PANDEY
 
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...amitlee9823
 
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...amitlee9823
 
Week-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionWeek-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionfulawalesam
 

Dernier (20)

Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
Call Girls Bannerghatta Road Just Call 👗 7737669865 👗 Top Class Call Girl Ser...
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdf
 
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
 
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptx
 
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
 
CebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptxCebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptx
 
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...
 
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
 
➥🔝 7737669865 🔝▻ Bangalore Call-girls in Women Seeking Men 🔝Bangalore🔝 Esc...
➥🔝 7737669865 🔝▻ Bangalore Call-girls in Women Seeking Men  🔝Bangalore🔝   Esc...➥🔝 7737669865 🔝▻ Bangalore Call-girls in Women Seeking Men  🔝Bangalore🔝   Esc...
➥🔝 7737669865 🔝▻ Bangalore Call-girls in Women Seeking Men 🔝Bangalore🔝 Esc...
 
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...
Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...
 
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% SecureCall me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
 
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
 
Discover Why Less is More in B2B Research
Discover Why Less is More in B2B ResearchDiscover Why Less is More in B2B Research
Discover Why Less is More in B2B Research
 
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
 
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
 
Anomaly detection and data imputation within time series
Anomaly detection and data imputation within time seriesAnomaly detection and data imputation within time series
Anomaly detection and data imputation within time series
 
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
 
Week-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionWeek-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interaction
 

State of Viewability January 2019

  • 1. January 2019 / Page 0marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou State of Viewability January 2019 January 2019 Augustine Fou, PhD. acfou [at] mktsci.com 212. 203 .7239
  • 2. January 2019 / Page 1marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Viewability Measurement Notes Direct measurement is necessary, measurement done in-ad • Viewability must be measured in-ad. On-site measurements are also valid, and this can be corroborated by simply viewing the page layout – where the ad slots are arrayed on the page. • Desktop and mobile web are similar since browsers are standard; but app impressions must be separated out because measurement reliability in- app is low; also scrolling in mobile means actual viewability is very low • From the data, there was no significant difference whether bots were excluded or not; this is likely because the campaigns being measured in this study had very little bots to begin with (good buying). • And yeah, things should add up to be 100% (internal data consistency) hasFocus (is browser the active window?) visibilityState (is browser minimized or tab active?) intersection (is the ad slot in the viewport?) viewable = xx
  • 3. January 2019 / Page 2marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Exchange A vs Exchange B Exchange A has more confirmed humans, higher quality than B Exchange A, All CPMs exclude app app only blended hasFocus:1 4.2% 5% 0.5% 4.8% 4.7% 5% -hasFocus:1 84.7% 95% 10.6% 95.2% 95.3% 95% 88.9% 11.1% 100.0% visibilityState:visible 69.9% 79% 9.6% 86.1% 79.5% 80% -visibilityState:visible 19.0% 21% 1.5% 13.9% 20.5% 20% 88.9% 11.1% 100.0% intersection >50% 20.1% 23% 4.2% 37.4% 24.2% 24% -intersection >50% 68.8% 77% 7.0% 62.6% 75.8% 76% 88.9% 11.1% 100.0% viewable 0.8% 1.5% 0.9% (excl hasFocus:1) viewable 17.8% 32.2% 19.3% Exchange B, All CPMs exclude app app only blended hasFocus:1 0.4% 0% 0.0% 0.0% 0.4% 0% -hasFocus:1 95.1% 100% 4.5% 100.0% 99.7% 100% 95.5% 4.5% 100.0% visibilityState:visible 34.3% 36% 4.2% 92.2% 38.4% 38% -visibilityState:visible 61.2% 64% 0.4% 7.8% 61.6% 62% 95.5% 4.5% 100.0% intersection >50% 8.0% 8% 0.5% 10.9% 8.5% 9% -intersection >50% 87.5% 92% 4.0% 89.1% 91.5% 91% 95.5% 4.5% 100.0% viewable 0.0% 0.0% 0.0% (excl hasFocus:1) viewable 3.0% 10.0% 3.3%
  • 4. January 2019 / Page 3marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou 2 Campaigns on the same DSP Quality and viewability are consistent for campaigns on same DSP Campaign A, All CPMs exclude app app only blended hasFocus:1 1.1% 1% 0.7% 4.8% 1.8% 2% -hasFocus:1 83.6% 99% 14.6% 95.2% 98.2% 98% 84.7% 15.3% 100.0% visibilityState:visible 61.1% 72% 13.7% 89.3% 74.8% 75% -visibilityState:visible 23.6% 28% 1.6% 10.7% 25.2% 25% 84.7% 15.3% 100.0% intersection >50% 17.1% 20% 7.4% 48.2% 24.5% 24% -intersection >50% 67.6% 80% 7.9% 51.8% 75.5% 76% 84.7% 15.3% 100.0% viewable 0.2% 2.1% 0.3% (excl hasFocus:1) viewable 14.6% 43.1% 18.3% Campaign B, All CPMs exclude app app only blended hasFocus:1 1.0% 1% 0.5% 2.7% 1.5% 2% -hasFocus:1 80.8% 99% 17.7% 97.3% 98.5% 99% 81.8% 18.2% 100.0% visibilityState:visible 57.8% 71% 12.9% 70.5% 70.6% 71% -visibilityState:visible 24.0% 29% 5.4% 29.5% 29.4% 29% 81.8% 18.2% 100.0% intersection >50% 11.2% 14% 5.2% 28.5% 16.4% 16% -intersection >50% 70.6% 86% 13.0% 71.5% 83.6% 84% 81.8% 18.2% 100.0% viewable 0.1% 0.5% 0.2% (excl hasFocus:1) viewable 9.7% 20.1% 11.6% OBSERVATIONS • Quality is virtually identical (dark blue and dark red similar across both campaigns) • Buying on the same DSP appears to yield very similar viewability results across campaigns • % of impressions from apps vs non-apps are consistent across campaigns
  • 5. January 2019 / Page 4marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou 1cent CPM vs All CPMs No statistical difference between 1cent CPM inventory vs All CPMs Exchange A, 1c CPM exclude app app only blended hasFocus:1 4.9% 5% 0.0% 0% 4.9% 5% -hasFocus:1 92.0% 95% 3.1% 100% 95.1% 95% 96.9% 3.1% 100.0% visibilityState:visible 57.3% 59% 1.8% 59% 59.1% 59% -visibilityState:visible 39.6% 41% 1.3% 41% 40.9% 41% 96.9% 3.1% 100.0% intersection >50% 30.8% 32% 1.5% 48% 32.3% 32% -intersection >50% 66.1% 68% 1.6% 52% 67.7% 68% 96.9% 3.1% 100.0% viewable 0.9% 0.0% 0.9% (excl hasFocus:1) viewable 18.8% 28.4% 19.1% Exchange A, All CPMs exclude app app only blended hasFocus:1 4.2% 5% 0.5% 4.8% 4.7% 5% -hasFocus:1 84.7% 95% 10.6% 95.2% 95.3% 95% 88.9% 11.1% 100.0% visibilityState:visible 69.9% 79% 9.6% 86.1% 79.5% 80% -visibilityState:visible 19.0% 21% 1.5% 13.9% 20.5% 20% 88.9% 11.1% 100.0% intersection >50% 20.1% 23% 4.2% 37.4% 24.2% 24% -intersection >50% 68.8% 77% 7.0% 62.6% 75.8% 76% 88.9% 11.1% 100.0% viewable 0.8% 1.5% 0.9% (excl hasFocus:1) viewable 17.8% 32.2% 19.3% OBSERVATIONS • Quality is virtually identical (dark blue and dark red similar across both CPM ranges) • Buying on the same exchange appears to yield very similar viewability whether the CPMs were 1cent or all CPMs • % of impressions from apps is higher for higher average CPMs
  • 6. January 2019 / Page 5marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Viewability vs Ad Blocking Measurement accuracy depends on a number of factors Viewability Ad Blocking • Is dependent on the page layout, where the ad is • Must be measured in-ad; direct measurement is key • In-app impressions must be excluded; desktop and mobile we are similar • Is related to the browser/ tech used by the user • Must be measured on-site; direct measurement is key • Desktop must be separated from mobile • Bots should be excluded, % of data not measurable should be disclosed