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One Year of “Bots” at Skyscanner
Stefan Sabev & Richard Keen
Our ultimate goal:
to make travel booking as easy as it is today
to buy a book online
Compare that to air travel
700 airlines
14,000 airports
1000 providers
Near-infinite
route-date
combinations
26 seat classes
Taxes
Fees
As early entrants to the ‘app economy’ we racked up downloads and stars.
Three
Million
Apps
On average, how many new apps do most users
download per month?
None
8+
5-7
4+
3+
2+
1+
None
% of smartphone users, United States only, comScore 3 month average Q4 2014
Average number of monthly app downloads
66% 50% -77% -95%
Download no
new apps
Drop off during
first use
Average user loss
within 3 days
Average user loss
within 90 days
Apps are hard
“Get me a BA flight from Sofia to Amsterdam
leaving tomorrow morning for less than €100”
1
2
3
4
5
6
8
7
9
Comfort, not convenience,
is the most important thing
in software - and text is an
incredibly comfortable
medium”
Jonathan Libov
Analyst, Union Square Ventures
“
Slack
3M+
Payments:	No
Messenger
1Bn +
Payments: Yes
Skype
300M+
Payments:	No
Kakao Talk
160M+
Payments: Yes
Line
212M+
Payments: Yes
Viber
608M+
Payments: Yes
Alexa
Unknown
Payments: No
WeChat
650M+
Payments:	Yes
WhatsApp
1Bn	+
Payments:	Coming
Snapchat
200M+
Payments: No
And already, most
of the top apps in
the stores are
messaging apps -
whether measured
by downloads or
sessions.
Source: Mary Meeker,
KPCB Internet Trends, 2015
If apps were in the business of
selling us distraction, bots will
be in the business of buying us
time.”
Suman Deb Roy
Data Scientist, Betaworks
“
A computer should “never ask
the user for any information that
it can auto-detect, copy or
deduce”
Eric Raymond via Ben Evans
“
Think twice before building
any new product - platforms
emerge all the time, they might
already be too hard to
penetrate - or not suitable for
every purpose.
Don’t follow fashion. Do it
for the right reasons.
90%
Zombie apps in iTunes and Google Play
Apps are hard
Source: AdJust app store report, 2016
Treat bot users as if they’ve
downloaded an app -
onboarding and
understanding are critical
Plan ahead!
Ask Skyscanner for a flight
Sure, where are you flying from?
London
Great, where are you flying to?
Seattle
Thanks, when are you leaving?
Friday
And finally, when do you return?
November 13th
Great, finding prices…
Build something that’s far too
complicated - otherwise it’ll
probably be too complicated
for your users too
Domino’s Pizza have 34 million pizza
combinations in their menu
Their conversational products let you
order your favourite - making frequent
use much easier
Lean on the platform before
thinking about endless
conversation and deep AI
Expect the unexpected -
people will say things you
probably can’t answer
“Book me a direct flight from Milan to
Edinburgh tomorrow morning, arriving
before 4pm please”
“…and can I take my dog on the
plane?”
Ask Skyscanner for a flight
Sure, where are you flying from?
Ask Skyscanner for a flight please
Sorry, I don’t understand…
Have thick skin - more than
just confusing you, people
often treat bots as the fourth
emergency service
“I’ve lost my keys”
“Shopping trollies are enslaving
humanity, which side are you on?”
“I’m looking for muscle bears and
big strong muscle men”
Where would you like to go?
Heaven
Where are you leaving from?
Hell
“F**k you” (x 806)
“F**k that, find me a free flight”
“I don’t want to go anywhere, I’m
too f**king lazy”
Don’t forget who you do this
for…
Feedback:
@skyscannertools
Thank you - questions welcome

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One Year of Bots at Skyscanner

  • 1. One Year of “Bots” at Skyscanner Stefan Sabev & Richard Keen
  • 2.
  • 3.
  • 4. Our ultimate goal: to make travel booking as easy as it is today to buy a book online
  • 5. Compare that to air travel 700 airlines 14,000 airports 1000 providers Near-infinite route-date combinations 26 seat classes Taxes Fees
  • 6.
  • 7. As early entrants to the ‘app economy’ we racked up downloads and stars.
  • 9. On average, how many new apps do most users download per month?
  • 10. None
  • 11. 8+ 5-7 4+ 3+ 2+ 1+ None % of smartphone users, United States only, comScore 3 month average Q4 2014 Average number of monthly app downloads
  • 12. 66% 50% -77% -95% Download no new apps Drop off during first use Average user loss within 3 days Average user loss within 90 days Apps are hard
  • 13. “Get me a BA flight from Sofia to Amsterdam leaving tomorrow morning for less than €100” 1 2 3 4 5 6 8 7 9
  • 14. Comfort, not convenience, is the most important thing in software - and text is an incredibly comfortable medium” Jonathan Libov Analyst, Union Square Ventures “
  • 15. Slack 3M+ Payments: No Messenger 1Bn + Payments: Yes Skype 300M+ Payments: No Kakao Talk 160M+ Payments: Yes Line 212M+ Payments: Yes Viber 608M+ Payments: Yes Alexa Unknown Payments: No WeChat 650M+ Payments: Yes WhatsApp 1Bn + Payments: Coming Snapchat 200M+ Payments: No
  • 16. And already, most of the top apps in the stores are messaging apps - whether measured by downloads or sessions. Source: Mary Meeker, KPCB Internet Trends, 2015
  • 17.
  • 18. If apps were in the business of selling us distraction, bots will be in the business of buying us time.” Suman Deb Roy Data Scientist, Betaworks “
  • 19. A computer should “never ask the user for any information that it can auto-detect, copy or deduce” Eric Raymond via Ben Evans “
  • 20.
  • 21.
  • 22. Think twice before building any new product - platforms emerge all the time, they might already be too hard to penetrate - or not suitable for every purpose. Don’t follow fashion. Do it for the right reasons.
  • 23. 90% Zombie apps in iTunes and Google Play Apps are hard Source: AdJust app store report, 2016
  • 24. Treat bot users as if they’ve downloaded an app - onboarding and understanding are critical
  • 25.
  • 27.
  • 28.
  • 29. Ask Skyscanner for a flight Sure, where are you flying from? London Great, where are you flying to? Seattle Thanks, when are you leaving? Friday And finally, when do you return? November 13th Great, finding prices…
  • 30.
  • 31. Build something that’s far too complicated - otherwise it’ll probably be too complicated for your users too
  • 32. Domino’s Pizza have 34 million pizza combinations in their menu Their conversational products let you order your favourite - making frequent use much easier
  • 33.
  • 34. Lean on the platform before thinking about endless conversation and deep AI
  • 35.
  • 36. Expect the unexpected - people will say things you probably can’t answer
  • 37. “Book me a direct flight from Milan to Edinburgh tomorrow morning, arriving before 4pm please” “…and can I take my dog on the plane?”
  • 38. Ask Skyscanner for a flight Sure, where are you flying from? Ask Skyscanner for a flight please Sorry, I don’t understand…
  • 39. Have thick skin - more than just confusing you, people often treat bots as the fourth emergency service
  • 40. “I’ve lost my keys” “Shopping trollies are enslaving humanity, which side are you on?” “I’m looking for muscle bears and big strong muscle men”
  • 41. Where would you like to go? Heaven Where are you leaving from? Hell
  • 42. “F**k you” (x 806) “F**k that, find me a free flight” “I don’t want to go anywhere, I’m too f**king lazy”
  • 43. Don’t forget who you do this for…
  • 44.