Capgemini Super Techies Show Season 3 - The New York Times Challenge
Super Show - Real Time Content Optimisation
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Transcript of Super Show - Real Time Content Optimisation
Real-time content optimisation: The right offer, at the right time, to the right visitor
(most)websites are stupid
me
Why this is important Next seemed like a good option
Why this is important The sales assistant was very helpful
+ =
Same thing, different place...
Smart Dumb
How to make websites smarter
Data+
‘Predictive system’=
Targeted Content(Increase revenue)
What data?
Type of Data
The Individual Their Environment Your Content
Operating System
Search Terms
Referrer
New/Repeat Visitor
Previous behaviourBehaviour today
The Individual
Location
Local weather
Day of week
Closing price of FTSE
Time of day
Their Environment
Meta data (High roller, serious, fun..)
Category (Poker/Casino/Sports/Bingo..)
Your Content
Data provides knowledge and has predictive power
Case Study: Call to action
Optimisation Overview – Free Bet
?
Four Options
Results
High!
Results by Option
But not everyone conforms..
Visitors who searching using terms ‘BETTING’ and ‘EXCHANGE’ are more likely (CTR 37.5%) than the average (CTR 10.3%) to click on ‘Screenshots’ option.
Lesson: The generally best option doesn’t suit everyone
EXAMPLE 2: DISPLAY ORDERExample 2: Display order
Works best for visitors from the UK at 3pm
Works best for visitors that have previously played ‘Deal or No
Deal’ during the day
Summary
Three lessons
1. Treating all visitors in the same way does not make sense
2. The generally best option is the one some people hate
3. Real-time optimisation helps serve the right content, at the right time to the right visitor