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NEXT GENERATION
FINDING
Peter Maas – Search, Data, Architecture
GLOBAL CLASSIFIEDS LEADER…
#1 mobile app
in 8 markets2
~250M
monthly unique
visitors1
Team of
1,160
~25M monthly
mobile native
app users
~70% Mobile
device traffic
~17bn monthly
Page views
Classifieds
leader in 9
countries
17 countries
with 12 brands
Source: 1) eBay internal data based on unique cookies 2) AppAnnie, Android Google Play store Lifestyle or Shopping free category app ranking Sept. 2015
https://www.youtube.com/watch?v=VrACbxjDUuM
https://youtu.be/UVt1v3SOEU4
https://youtu.be/V6yghqVksoU
WITH GREAT LOCAL BRANDS
https://youtu.be/PN1qGyoV_vs
WITH GREAT LOCAL BRANDS
SELL
BUY
Marketing Sales CONNECTCS/TNS
SOME YEARS AGO WE
OBSERVED A SHIFT IN
USER BEHAVIOR…
Keyword search Criteria provided
The world went mobile Expectations changed
A FINDING EXPERIENCE THAT
DELIVERS THE RIGHT
CONTENT, IN THE RIGHT
PLACE, AT THE RIGHT TIME.
Pick the right technology to do the job
Fill critical skill gaps
Build instrumentation to validate learnings
Deliver on a global scale
SOLR
FAST
SPHINKS
VOYAGER
ELASTIC
Scalable
Modern
Robust
Flexible
Well supported
Open source
SPARK
KIBANA
LOGSTASH
SPARK
BUSINESS SCIENCE
ENGINEERING
1 2 3 4 5 6 7 8 9 10
Searches before
clicking
1 2 3 4 5 6 7 8 9 10
Distance from top
spelling
9%
synonyms
2%
interpretation
9%
wrong category
2%
wrong section
7%
misplaced inventory
9%
miscategorized inventory
2%
no inventory
60%
ZSRP BREAKDOWN
0% 20% 40% 60% 80% 100%
Vacation Rentals
Services
Real Estate
Pets
Jobs
Community
Cars and Vehicles
Buy and Sell
All
Phrase length distribution
one word two words three words rest
Matching & Retrieval
Query Intelligence
explicit implicit
Elastic
Spark
Location
History
Device
…
Keywords
Filters
ARE WE THERE YET?
QUESTIONS?
STAND #71

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Editor's Notes

  1. #1 by visits in NL, DK, DE, AU, SA, BE, UK, CA, SG, ARG 17 countries: Canada, US, Mexico, Columbia, Argentina, Ireland, UK, Denmark, Spain, Netherlands, Belgium, Germany, Poland, Italy, South Africa, Singapore, Australia 12 brands: Kijiji, Close5, EbayClassfieds & eBayKleinanzeigen, Vivanuncios, Alamaula, Gumtree, DBA, Bilbasen, Loquo, 2ehands & 2ememain, Marktplaats, Mobile.de #1 app in countries by Google play store ratings in Lifestyle or Shopping free category: NL, CA, DE, AU, DK, UK, MX, SA Other metrics see separate XLS file
  2. Keyword searches with bounds (ie Location, Category) became a significant part how our users search. Also more advanced features for filter are less-and-less used
  3. Original venn diagram by drew conway High-level conversation around skills and the intersection of business-accumen, understanding of the science behind the problem domain and proper engineering is where we are focusing.
  4. Awareness (how often re-search on google) Impact on business models
  5. ZSRP vs. Opportunity For product and technology the opportunity space for zero result pages is 40%, 60% is a business opportunity
  6. Another angle we looked at is ‘conversational’
  7. We are however a 3-word world
  8. Highlevel architectural components Explicit and implicit datastreams Continuous experimentation to increase recall