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February 9th, 2021
Cost of
Errors Webinar
All rights reserved. © Bitmovin Inc 2021
Your
presenters
Christoph
Prager
Product Manager,
Analytics Product
All rights reserved. © Bitmovin Inc 2021
Katy Oberdiek
Senior Product Marketing
Manager
● Introduction
● The ambiguity of errors
● Cost of Errors for SVOD platforms
● Cost of Errors for AVOD platforms
● Data to reduce error rates
● Summary and Q&A
Agenda
All rights reserved. © Bitmovin Inc 2021
The ambiguity of errors
All rights reserved. © Bitmovin Inc 2021
All rights reserved. © Bitmovin Inc 2020
Errors per device/platform
Top Error Codes in Bitmovin Analytics
All rights reserved. © Bitmovin Inc 2020
A problem well known
● Error codes are
seldomly clear
● Often only point
towards a direction of
where the error could
originate from
● In extreme cases the
error code and
message tell
developers nothing
● Error Message:
“Unknown”
All rights reserved. © Bitmovin Inc 2020
Errors across the Bitmovin Analytics platform
All rights reserved. © Bitmovin Inc 2020
Errors across Bitmovin Analytics
● Categorizing all errors we
see in Bitmovin Analytics
(across all players and
platforms)
● Only 15% of errors point
directly to an underlying
issue
● 65% are ambiguous, only
pointing towards a
problem area
● 20% of all errors are
unclear
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
Well studied
correlation
between
technical
streaming issues
and viewers
abandoning
playback
All rights reserved. © Bitmovin Inc 2020
Limelight (2018): 29% of viewers
abandon a video after a single
buffering incident 37% after a
second buffering event
Akamai (2017): “for every
additional second of startup
delay, an additional 5.8% of your
viewership leaves”
Krishnan & Sitaraman (2013): “a
viewer who experienced failure is
2.32% less likely to revisit the
same site within a week”
What monetization model
do you follow?
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
*Bitmovin Video Developer Report 2020
The cost of errors for SVOD
video streaming platforms
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
Two data points we based our model upon
Vimeo* identified that the technical
issues churn rate lies at 6%
The ARPU across different
SVOD types is around $15*
*Vimeo: https://vimeo.com/blog/post/reduce-subscriber-churn-rate/
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
Errors per subscriber per day
Error % Industry
Insights Bitmovin
Analytics:
6.6%
Plays attempts per
subscriber per month
150
Errors per subscriber
per day
0.33
All rights reserved. © Bitmovin Inc 20
All rights reserved. © Bitmovin Inc 2020
Customer lifetime value
*Vimeo: https://vimeo.com/blog/post/reduce-subscriber-churn-rate/ **Assumption
ARPU*
$15
Technical churn rate*
6%
Subscription price**
$15
Days until churn
500 days
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
Errors per subscriber over customer lifetime
Days until churn
500 days
Errors per subscriber
per day
0.33
Errors a viewer sees till
churn
165
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
Error % decrease – lifetime value increase
Errors a viewer sees till
churn
165 errors
Error % decrease
10%
Days it takes to reach
the threshold after
decrease
505.5 days
Increase in customer
lifetime value
1% / $2.75
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
Case SVOD - incremental change matters
Number of subscribers
1,000,000
Subscribers who churn
due to technical
reasons
60,000
Increase in revenue
$160,000
All rights reserved. © Bitmovin Inc 2020
The cost of errors for AVOD
video streaming platforms
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
“A viewer who experienced
failure is 2.32% less likely to
revisit the same site within
a week”
Krishnan & Sitaraman (2013)
All rights reserved. © Bitmovin Inc 2020
Errors per subscriber per day (unique viewer level)
Plays per unique per*
week
1.5 plays
Ads per play*
2
Weekly recurring
viewers
30%
Cost per 1000 errors
$1.25
CPM
$60
*Data from Bitmovin Analytics / **Krishnan & Sitaraman (2013)
Viewers who
experienced failure are
2.3% Less likely to return**
All rights reserved. © Bitmovin Inc 2020
Case 2 - incremental changes matter
Number of play
attempts per week
25,000,000
Bitmovin Analytics
industry insights
error rate
6.6%
Foregone revenue due
to errors
$2,000 / week
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
But how can the error rate
be reduced when error
codes and error messages
are so difficult to work with?
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
More context
around errors
● Session level data can
provide context around
the error
● Information about the
viewer’s tech stack
● Bandwidth conditions
● Suitable for support
teams for confirmation
of viewer behavior
All rights reserved. © Bitmovin Inc 2020
Session Details visualization and log
Error detail provides stack traces
All rights reserved. © Bitmovin Inc 2020
Additional error data
Additional error data
in the form of stack
traces point towards
the origin of an error in
the code
All rights reserved. © Bitmovin Inc 2020
Segment information
All rights reserved. © Bitmovin Inc 2020
Segment information
(Innovation)
If an error is identified
additional data for 10 segments
around the error is collected.
● HTTP status
● Type
● Download speed
● Time to first byte
● Size
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
Better error messages
Choose your Player based on
the quality of the error
documentation
Bitmovin Player & Analytics
teams working together on
improving error messages
based on findings from the
Analytics service
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
Summary
All rights reserved. © Bitmovin Inc 2020
Cost per 1000 errors in AVOD
$1 - $3 per 1000
errors
LTV increases by
1%
with each 10% error decrease
(for subscribers who churn for
technical reasons)
All rights reserved. © Bitmovin Inc 2020
Please find the links
to all related assets
All rights reserved. © Bitmovin Inc 2020
All rights reserved. © Bitmovin Inc 2020
Cost of Errors Whitepaper
The whitepaper serves as a great reference guide to
explain what each error code means so you’re able
to correct them.
Cost of Errors Calculator
The calculator is a tool in which you can enter your
numbers to calculate the cost of these errors as it
relates to your business.
Errors per device class infographic
Learn more about how errors affect a standard
streaming workflow in this handy infographic.
Thank you.
All rights reserved. © Bitmovin Inc 2020

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Webinar Slides: Cost of Errors on VoD Services

  • 1. February 9th, 2021 Cost of Errors Webinar All rights reserved. © Bitmovin Inc 2021
  • 2. Your presenters Christoph Prager Product Manager, Analytics Product All rights reserved. © Bitmovin Inc 2021 Katy Oberdiek Senior Product Marketing Manager
  • 3. ● Introduction ● The ambiguity of errors ● Cost of Errors for SVOD platforms ● Cost of Errors for AVOD platforms ● Data to reduce error rates ● Summary and Q&A Agenda All rights reserved. © Bitmovin Inc 2021
  • 4. The ambiguity of errors All rights reserved. © Bitmovin Inc 2021
  • 5. All rights reserved. © Bitmovin Inc 2020 Errors per device/platform
  • 6. Top Error Codes in Bitmovin Analytics All rights reserved. © Bitmovin Inc 2020 A problem well known ● Error codes are seldomly clear ● Often only point towards a direction of where the error could originate from ● In extreme cases the error code and message tell developers nothing ● Error Message: “Unknown” All rights reserved. © Bitmovin Inc 2020
  • 7. Errors across the Bitmovin Analytics platform All rights reserved. © Bitmovin Inc 2020 Errors across Bitmovin Analytics ● Categorizing all errors we see in Bitmovin Analytics (across all players and platforms) ● Only 15% of errors point directly to an underlying issue ● 65% are ambiguous, only pointing towards a problem area ● 20% of all errors are unclear All rights reserved. © Bitmovin Inc 2020
  • 8. All rights reserved. © Bitmovin Inc 2020 All rights reserved. © Bitmovin Inc 2020 Well studied correlation between technical streaming issues and viewers abandoning playback All rights reserved. © Bitmovin Inc 2020 Limelight (2018): 29% of viewers abandon a video after a single buffering incident 37% after a second buffering event Akamai (2017): “for every additional second of startup delay, an additional 5.8% of your viewership leaves” Krishnan & Sitaraman (2013): “a viewer who experienced failure is 2.32% less likely to revisit the same site within a week”
  • 9. What monetization model do you follow? All rights reserved. © Bitmovin Inc 2020
  • 10. All rights reserved. © Bitmovin Inc 2020 All rights reserved. © Bitmovin Inc 2020 All rights reserved. © Bitmovin Inc 2020 *Bitmovin Video Developer Report 2020
  • 11. The cost of errors for SVOD video streaming platforms All rights reserved. © Bitmovin Inc 2020 All rights reserved. © Bitmovin Inc 2020
  • 12. All rights reserved. © Bitmovin Inc 2020 Two data points we based our model upon Vimeo* identified that the technical issues churn rate lies at 6% The ARPU across different SVOD types is around $15* *Vimeo: https://vimeo.com/blog/post/reduce-subscriber-churn-rate/ All rights reserved. © Bitmovin Inc 2020
  • 13. All rights reserved. © Bitmovin Inc 2020 Errors per subscriber per day Error % Industry Insights Bitmovin Analytics: 6.6% Plays attempts per subscriber per month 150 Errors per subscriber per day 0.33 All rights reserved. © Bitmovin Inc 20
  • 14. All rights reserved. © Bitmovin Inc 2020 Customer lifetime value *Vimeo: https://vimeo.com/blog/post/reduce-subscriber-churn-rate/ **Assumption ARPU* $15 Technical churn rate* 6% Subscription price** $15 Days until churn 500 days All rights reserved. © Bitmovin Inc 2020
  • 15. All rights reserved. © Bitmovin Inc 2020 Errors per subscriber over customer lifetime Days until churn 500 days Errors per subscriber per day 0.33 Errors a viewer sees till churn 165 All rights reserved. © Bitmovin Inc 2020
  • 16. All rights reserved. © Bitmovin Inc 2020 Error % decrease – lifetime value increase Errors a viewer sees till churn 165 errors Error % decrease 10% Days it takes to reach the threshold after decrease 505.5 days Increase in customer lifetime value 1% / $2.75 All rights reserved. © Bitmovin Inc 2020
  • 17. All rights reserved. © Bitmovin Inc 2020 Case SVOD - incremental change matters Number of subscribers 1,000,000 Subscribers who churn due to technical reasons 60,000 Increase in revenue $160,000 All rights reserved. © Bitmovin Inc 2020
  • 18. The cost of errors for AVOD video streaming platforms All rights reserved. © Bitmovin Inc 2020
  • 19. All rights reserved. © Bitmovin Inc 2020 All rights reserved. © Bitmovin Inc 2020 All rights reserved. © Bitmovin Inc 2020 “A viewer who experienced failure is 2.32% less likely to revisit the same site within a week” Krishnan & Sitaraman (2013)
  • 20. All rights reserved. © Bitmovin Inc 2020 Errors per subscriber per day (unique viewer level) Plays per unique per* week 1.5 plays Ads per play* 2 Weekly recurring viewers 30% Cost per 1000 errors $1.25 CPM $60 *Data from Bitmovin Analytics / **Krishnan & Sitaraman (2013) Viewers who experienced failure are 2.3% Less likely to return**
  • 21. All rights reserved. © Bitmovin Inc 2020 Case 2 - incremental changes matter Number of play attempts per week 25,000,000 Bitmovin Analytics industry insights error rate 6.6% Foregone revenue due to errors $2,000 / week All rights reserved. © Bitmovin Inc 2020
  • 22. All rights reserved. © Bitmovin Inc 2020 But how can the error rate be reduced when error codes and error messages are so difficult to work with? All rights reserved. © Bitmovin Inc 2020 All rights reserved. © Bitmovin Inc 2020
  • 23. All rights reserved. © Bitmovin Inc 2020 More context around errors ● Session level data can provide context around the error ● Information about the viewer’s tech stack ● Bandwidth conditions ● Suitable for support teams for confirmation of viewer behavior All rights reserved. © Bitmovin Inc 2020 Session Details visualization and log
  • 24. Error detail provides stack traces All rights reserved. © Bitmovin Inc 2020 Additional error data Additional error data in the form of stack traces point towards the origin of an error in the code All rights reserved. © Bitmovin Inc 2020
  • 25. Segment information All rights reserved. © Bitmovin Inc 2020 Segment information (Innovation) If an error is identified additional data for 10 segments around the error is collected. ● HTTP status ● Type ● Download speed ● Time to first byte ● Size All rights reserved. © Bitmovin Inc 2020
  • 26. All rights reserved. © Bitmovin Inc 2020 Better error messages Choose your Player based on the quality of the error documentation Bitmovin Player & Analytics teams working together on improving error messages based on findings from the Analytics service All rights reserved. © Bitmovin Inc 2020
  • 27. All rights reserved. © Bitmovin Inc 2020 Summary All rights reserved. © Bitmovin Inc 2020 Cost per 1000 errors in AVOD $1 - $3 per 1000 errors LTV increases by 1% with each 10% error decrease (for subscribers who churn for technical reasons)
  • 28. All rights reserved. © Bitmovin Inc 2020 Please find the links to all related assets All rights reserved. © Bitmovin Inc 2020 All rights reserved. © Bitmovin Inc 2020 Cost of Errors Whitepaper The whitepaper serves as a great reference guide to explain what each error code means so you’re able to correct them. Cost of Errors Calculator The calculator is a tool in which you can enter your numbers to calculate the cost of these errors as it relates to your business. Errors per device class infographic Learn more about how errors affect a standard streaming workflow in this handy infographic.
  • 29. Thank you. All rights reserved. © Bitmovin Inc 2020