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Speed At Scale
Fusion at Foot Locker
PAVA N B A R U R I
Director, Core Services
Agenda
• Need for speed at scale
• Foot Locker search problem statements.
• Foot Locker customer reaction.
• Future goals of Fusion at Foot Locker
Need for speed at scale
Multi branding support
LOGO LOGO LOGO
LOGO
Complex retail calendar
Ja
n
Feb Mar Apr May Jun
Ju
l
Aug Sep Oct Nov Dec
Shoe
Launches
Speed to market
Mobile savvy customers
Augmented
Intelligence
Data
Science
What did we do?
• Evaluated multiple solutions and choose
Fusion
• Migrated Foot Locker search from Hybris
Solr.
• Leverage plug and play components of
Fusion.
• Scaled the installation to support all Foot
Locker customer facing sites.
Foot Locker search problem
statements
Relevancy Tuning
Search and relevancy strategy for different brands at Foot Locker
• Fusion abstracts relevancy and search tuning at an App level.
• Create an App for each brand to maintain different relevance algorithm, field
weightages, boosts and signal rules.
• Weaved stages within relevancy strategy through the query pipeline.
• Share common query pipeline components across Apps to cover some
common aspects between the brands.
Indexing Times
Long indexing times and no capability to update index in real time
• Use of Fusion’s prebuild connectors for various data sources with minimal
customization.
• Use Fusion’s prebuilt API’s to perform index updates in real time.
• Build stages within index cycle using index pipeline.
• Index times reduced from 1 hour in Hybris Solr to 5 mins in Fusion.
Synonyms and keywords
Synonyms and keywords used to solve relevancy problems
• Use of Fusion’s rules editor to configure required promotional keyword
redirects.
• Rules editor also used to boost and bury products for specific keywords.
• Keyword redirect configurations were reduced by 70%.
Experiments and A/B tests
No capability to run experiments and A/B tests to test relevancy tuning changes
• Use of Fusions experiments feature built into the platform.
• Leverage Fusion’s provides analytics engine to ease measurement of your A/B
tests.
• Goal to run more than 10 experiments per month.
Facets
No dynamic facet and multi select facet capability.
• Use Fusions field facet stage in the query pipeline to create dynamic facets.
• Dynamically change the facets based on the facets selected by the users.
• Apply rules using the rules editor to apply facets on certain keyword triggers.
Monolith vs Microservice
Traffic on search impacting other commerce functions.
• Fusion allowed to completely decouple from our main commerce system.
• Single installation of multi cluster Fusion supporting all the traffic from different
sites.
• Allowed to separate Fusion components to different VM’s allowing more
optimized scaling of each component.
Foot Locker customer reaction.
Conversion
0 . 2 5 T O 1 % I N C R E A S E
Revenue Per Visit
1 % - 2 % I N C R E A S E
Null Search Rate
4 % D E C R E A S E
Future goals of Fusion at FL
E N A B L E D Y N A M I C R E L E VA N C Y C O N S U M I N G
S I T E A N A LY T I C S S I G N A L S
E N A B L E G E O S PAT I A L S E A R C H T O A L L O W
U S E R L O C AT I O N B A S E D R E S U LT S .
G O G L O B A L I N T O E U R O P E A N D A PA C
S U P P O R T I N G M U LT I L I N G U A L S E A R C H
C A PA B I L I T Y
4%
MOREC O N V E R S I O N
$$$R E V E N U E P E R V I S I T
THANK YOU

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Speed and Relevancy at Scale for Foot Locker

  • 1.
  • 2. Speed At Scale Fusion at Foot Locker PAVA N B A R U R I Director, Core Services Agenda • Need for speed at scale • Foot Locker search problem statements. • Foot Locker customer reaction. • Future goals of Fusion at Foot Locker
  • 3. Need for speed at scale
  • 5. Complex retail calendar Ja n Feb Mar Apr May Jun Ju l Aug Sep Oct Nov Dec Shoe Launches
  • 8. What did we do? • Evaluated multiple solutions and choose Fusion • Migrated Foot Locker search from Hybris Solr. • Leverage plug and play components of Fusion. • Scaled the installation to support all Foot Locker customer facing sites.
  • 9. Foot Locker search problem statements
  • 10. Relevancy Tuning Search and relevancy strategy for different brands at Foot Locker • Fusion abstracts relevancy and search tuning at an App level. • Create an App for each brand to maintain different relevance algorithm, field weightages, boosts and signal rules. • Weaved stages within relevancy strategy through the query pipeline. • Share common query pipeline components across Apps to cover some common aspects between the brands.
  • 11. Indexing Times Long indexing times and no capability to update index in real time • Use of Fusion’s prebuild connectors for various data sources with minimal customization. • Use Fusion’s prebuilt API’s to perform index updates in real time. • Build stages within index cycle using index pipeline. • Index times reduced from 1 hour in Hybris Solr to 5 mins in Fusion.
  • 12. Synonyms and keywords Synonyms and keywords used to solve relevancy problems • Use of Fusion’s rules editor to configure required promotional keyword redirects. • Rules editor also used to boost and bury products for specific keywords. • Keyword redirect configurations were reduced by 70%.
  • 13. Experiments and A/B tests No capability to run experiments and A/B tests to test relevancy tuning changes • Use of Fusions experiments feature built into the platform. • Leverage Fusion’s provides analytics engine to ease measurement of your A/B tests. • Goal to run more than 10 experiments per month.
  • 14. Facets No dynamic facet and multi select facet capability. • Use Fusions field facet stage in the query pipeline to create dynamic facets. • Dynamically change the facets based on the facets selected by the users. • Apply rules using the rules editor to apply facets on certain keyword triggers.
  • 15. Monolith vs Microservice Traffic on search impacting other commerce functions. • Fusion allowed to completely decouple from our main commerce system. • Single installation of multi cluster Fusion supporting all the traffic from different sites. • Allowed to separate Fusion components to different VM’s allowing more optimized scaling of each component.
  • 16. Foot Locker customer reaction.
  • 17. Conversion 0 . 2 5 T O 1 % I N C R E A S E
  • 18. Revenue Per Visit 1 % - 2 % I N C R E A S E
  • 19. Null Search Rate 4 % D E C R E A S E
  • 20. Future goals of Fusion at FL
  • 21. E N A B L E D Y N A M I C R E L E VA N C Y C O N S U M I N G S I T E A N A LY T I C S S I G N A L S E N A B L E G E O S PAT I A L S E A R C H T O A L L O W U S E R L O C AT I O N B A S E D R E S U LT S . G O G L O B A L I N T O E U R O P E A N D A PA C S U P P O R T I N G M U LT I L I N G U A L S E A R C H C A PA B I L I T Y 4% MOREC O N V E R S I O N $$$R E V E N U E P E R V I S I T