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Humanizing Data

Bridging UX Research and Analytics"


Alex Wright

Director of Research, Etsy

awright@etsy.com | @alexgrantwright
2
“Production by the masses, not mass production.”

- Gandhi
BY THE NUMBERS
6
1.5M
active sellers
AS OF JUNE 30, 2015
21.7M
active buyers
AS OF JUNE 30, 2015
$1.93B
annual GMS
IN 2014
32M
items for sale
AS OF JUNE 30, 2015
Photo by Kirsty-Lyn Jameson
Etsy is proud to be a certified B Corporation — a new
kind of company that uses the power of business to
solve social and environmental problems.
wfs2015
wfs2015
16
Credit: Mike Brittain
17
WE DEPLOY THE SITE ~30 TIMES PER DAY
Credit: Dan McKinley
CI Status (1 hour)
End-User (1 hour)
Error Logs (All) (1 hour)
..................................................................
Deploy Dashboard Git Commits Princess Supergrep Supergrep Forum Watcher
Time: 1 hour Until: Now Hide Deploys Deploys hidden: Config Web / Api / Atlas Search Photos Blog Chef (prod) Schemanator
Push
rbateman
on qa
6m since 7, 2012 9:54
Three-Armed Sweaters
error pages · historical
clip Akamai Whoopsies
origin failures · historical
clip Edgecast Whoopsies
origin failures · historical
clip Screwed Users
unique users · historical
clip
All
File or Script Not Found
current · historical
clip Exceptions
current · historical
clip Fatals
current · historical
clip Errors
current · historical
clip Warnings
current · historical
clip
Segmentation Faults
current · historical
clip PHP Allowed Memory
Size Exhausted
current · historical
clip PHP Maximum Execution
Time
current · historical
clip Memcache Connection
Failures
current · historical
clip Thrift Exceptions
current · historical
clip
Page Performance by Site Section (1 hour)
Post Checkouts
current · historical
clip Mobile Checkouts
iOS · mobile web
clip Direct Checkout Checkouts (98.00%)
success · failure
clip
Listings Creation/Renewal
New & Copied · Renewed
clip Requests
logged-out · logged-in
clip CDN Requests Balance
akamai · edgecast · direct-origin
clip
Search Ads
Requests · Responses · Logged
clip Forum Posts
bugs forum · help forum
clip Seller Registration (100.00%)
success · failure
clip
PHP time (median)
listing · shop · profile · search · homepage
clip PHP time (95th percentile)
listing · shop · profile · search · homepage
clip webpagetest front-end time
listing · shop · profile · search · homepage
clip lognormal load time
listing · shop · profile · search · homepage
clip
Page Performance by Site Section (1 hour)
Statistics displayed represent signed in page requests. See Page Performance Dashboard for more detail.
Web Cluster (1 hour)
API Cluster (1 hour)
PHP time (median)
listing · shop · profile · search · homepage
clip PHP time (95th percentile)
listing · shop · profile · search · homepage
clip webpagetest front-end time
listing · shop · profile · search · homepage
clip lognormal load time
listing · shop · profile · search · homepage
clip
“When the point of contact between the product
and the people becomes a point of friction, then
the designer has failed. “ - Henry Dreyfuss

Seller onboarding"
Data analysis
95.09% completed step 1 (shop name)	

72.77% went on to list an item	

Hypothesis: Seller onboarding is overwhelming
Seller onboarding"
Data analysis
24% increase in new shops opened within 7 days
Data analysis
24% increase in new shops opened within 7 days	

BUT fewer listings, and fewer sales
Sold orders"
41
Sold orders"
Exploratory search"
Data analysis
"
32 million listings

21.7 million buyers

High incidence of low-intent search queries

Minimal use of category trees
Qualitative insights
"
Searching on Etsy feels overwhelming

Buyers want to narrow results, but there’s FOMO

Search is used as a browse experience - Buyers expect/
enjoy discovery and surprise

Buyers seemed to gravitate to browse paths on other
retail sites. What were we missing?
Taxonomy
PrototypeExperiment
Final release
Regenerative entrepreneurship"
w
sure we can bushwick
sure we can bushwick
Rethinking “Capital”"
Financial capital
Social capital
Natural capital
Spiritual capital
Thank you"
"
Alex Wright"
awright@etsy.com | @alexgrantwright

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UX STRAT USA, Alex Wright, "Etsy: Bridging UX Research and Data Analytics to Drive Design"

  • 1. Humanizing Data
 Bridging UX Research and Analytics" 
 Alex Wright
 Director of Research, Etsy
 awright@etsy.com | @alexgrantwright
  • 2. 2
  • 3.
  • 4.
  • 5. “Production by the masses, not mass production.”
 - Gandhi
  • 6. BY THE NUMBERS 6 1.5M active sellers AS OF JUNE 30, 2015 21.7M active buyers AS OF JUNE 30, 2015 $1.93B annual GMS IN 2014 32M items for sale AS OF JUNE 30, 2015 Photo by Kirsty-Lyn Jameson
  • 7. Etsy is proud to be a certified B Corporation — a new kind of company that uses the power of business to solve social and environmental problems.
  • 8.
  • 9.
  • 10.
  • 12.
  • 13.
  • 14.
  • 15.
  • 17. 17 WE DEPLOY THE SITE ~30 TIMES PER DAY
  • 18.
  • 19.
  • 20.
  • 22. CI Status (1 hour) End-User (1 hour) Error Logs (All) (1 hour) .................................................................. Deploy Dashboard Git Commits Princess Supergrep Supergrep Forum Watcher Time: 1 hour Until: Now Hide Deploys Deploys hidden: Config Web / Api / Atlas Search Photos Blog Chef (prod) Schemanator Push rbateman on qa 6m since 7, 2012 9:54 Three-Armed Sweaters error pages · historical clip Akamai Whoopsies origin failures · historical clip Edgecast Whoopsies origin failures · historical clip Screwed Users unique users · historical clip All File or Script Not Found current · historical clip Exceptions current · historical clip Fatals current · historical clip Errors current · historical clip Warnings current · historical clip Segmentation Faults current · historical clip PHP Allowed Memory Size Exhausted current · historical clip PHP Maximum Execution Time current · historical clip Memcache Connection Failures current · historical clip Thrift Exceptions current · historical clip
  • 23. Page Performance by Site Section (1 hour) Post Checkouts current · historical clip Mobile Checkouts iOS · mobile web clip Direct Checkout Checkouts (98.00%) success · failure clip Listings Creation/Renewal New & Copied · Renewed clip Requests logged-out · logged-in clip CDN Requests Balance akamai · edgecast · direct-origin clip Search Ads Requests · Responses · Logged clip Forum Posts bugs forum · help forum clip Seller Registration (100.00%) success · failure clip PHP time (median) listing · shop · profile · search · homepage clip PHP time (95th percentile) listing · shop · profile · search · homepage clip webpagetest front-end time listing · shop · profile · search · homepage clip lognormal load time listing · shop · profile · search · homepage clip
  • 24. Page Performance by Site Section (1 hour) Statistics displayed represent signed in page requests. See Page Performance Dashboard for more detail. Web Cluster (1 hour) API Cluster (1 hour) PHP time (median) listing · shop · profile · search · homepage clip PHP time (95th percentile) listing · shop · profile · search · homepage clip webpagetest front-end time listing · shop · profile · search · homepage clip lognormal load time listing · shop · profile · search · homepage clip
  • 25. “When the point of contact between the product and the people becomes a point of friction, then the designer has failed. “ - Henry Dreyfuss

  • 27.
  • 28.
  • 29.
  • 30.
  • 31.
  • 32. Data analysis 95.09% completed step 1 (shop name) 72.77% went on to list an item Hypothesis: Seller onboarding is overwhelming
  • 34.
  • 35. Data analysis 24% increase in new shops opened within 7 days
  • 36. Data analysis 24% increase in new shops opened within 7 days BUT fewer listings, and fewer sales
  • 37.
  • 38.
  • 40.
  • 41. 41
  • 43.
  • 44.
  • 46.
  • 47. Data analysis " 32 million listings
 21.7 million buyers
 High incidence of low-intent search queries
 Minimal use of category trees
  • 48. Qualitative insights " Searching on Etsy feels overwhelming
 Buyers want to narrow results, but there’s FOMO
 Search is used as a browse experience - Buyers expect/ enjoy discovery and surprise
 Buyers seemed to gravitate to browse paths on other retail sites. What were we missing?
  • 52.
  • 53.
  • 54.
  • 56. w
  • 57. sure we can bushwick sure we can bushwick
  • 58.
  • 64.