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PERSONALIZATION
HOW TO MAKE YOUR SITE ADAPTIVE
Part 1 of 6
Why brands need an adaptive site?
© Unbxd Software Private Ltd 2014. All rights reserved.
Source: dictionary.reference.com/browse/adapt
www.unbxd.com
Brands spend a lot of time and money
to bring new and repeat visitors to the site
© Unbxd Software Private Ltd 2014. All rights reserved.
Header
Banner
Categories
Footer
><
www.unbxd.com
This generates a lot of traffic and
brands get some conversions
© Unbxd Software Private Ltd 2014. All rights reserved.
All Visitors
Shopping Pages
Add to Cart
Purchase
100%
60%
30%
3%
Header
Banners
Categories
Footer
YOURSITE.com
><
www.unbxd.com
What’s the problem?
© Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
© Unbxd Software Private Ltd 2014. All rights reserved.
All Visitors
Shopping Pages
Add to Cart
Purchase
100%
60%
30%
3%
TOO SMALL!
NOT ENOUGH!
MAKE IT BIGGER!
Problem 1
www.unbxd.com
© Unbxd Software Private Ltd 2014. All rights reserved.
All Visitors
Shopping Pages
Add to Cart
Purchase
100%
60%
30%
3%
REACHED LIMITS ON
BRINGING NEW
TRAFFIC
Problem 2
www.unbxd.com
What is the next step in the evolution?
© Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
Experts say....
© Unbxd Software Private Ltd 2014. All rights reserved.
All Visitors
Shopping Pages
Add to Cart
Purchase
100%
60%
30%
3%
OPTIMIZE
CUSTOMER
JOURNEY
www.unbxd.com
HOWEVER
We don’t want a robotic or manual approach
We need a modern and strategic solution
© Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
One strategy to optimize the customer journey
Adaptive Site Using Personalization
Part 1 - Top Sellers
© Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
Brands show the same home page to all the
visitors, regardless of who they are and
where they come from
© Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
Different visitors see the same home page
WHY?
© Unbxd Software Private Ltd 2014. All rights reserved.
SARAH
First Time Visitor
MELANIE
Repeat Visitor
AMY
Loyal Customer
Header
Banners
Categories
Footer
><
Header
Banners
Categories
Footer
><
Header
Banners
Categories
Footer
><
www.unbxd.com
Brands have a dilemma
“What to show on the home page?”
© Unbxd Software Private Ltd 2014. All rights reserved.
new products
help bring
customers back
top selling products
help grow revenue
They want both
or
www.unbxd.com
© Unbxd Software Private Ltd 2014. All rights reserved.
Header
Banners
Categories
Footer
><
New products have
won the banner space
So can brands add
top sellers below
the banners?
YOURSITE.com
Home Page
www.unbxd.com
That might be an easy
“Yes”
© Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
Determining “Top Sellers”
is
NOT
© Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
Some challenges that brands may face...
© Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
Challenge #1 - Real-time?
© Unbxd Software Private Ltd 2014. All rights reserved.
Intelligent “top sellers” based on
visitor behavior in real-time.
Your site should adapt with
every click a visitor makes.
www.unbxd.com
Challenge #2 - Affinity?
© Unbxd Software Private Ltd 2014. All rights reserved.
How do we match visitor
affinity to a specific category?
Affinity may change over time
or in real-time.
SARAH
First Time Visitor
MELANIE
Repeat Visitor
AMY
Loyal Customer
www.unbxd.com
Challenge #3 - Geo-trends?
© Unbxd Software Private Ltd 2014. All rights reserved.
How quickly can we apply
location filters to “top-sellers”
to capitalize on local trends?
www.unbxd.com
Challenge #4 - Signals?
© Unbxd Software Private Ltd 2014. All rights reserved.
How many signals can we
track and what is the
importance of each signal in
determining relevant
“top sellers”?
www.unbxd.com
Challenge #5 - Catalog Changes?
© Unbxd Software Private Ltd 2014. All rights reserved.
“Top sellers” should be re-
evaluated as soon as
the catalog changes
(within seconds)
www.unbxd.com
Challenge #6 - Time Frame
© Unbxd Software Private Ltd 2014. All rights reserved.
What time frame do we use
to determine “top sellers”?
A week, month or season?
www.unbxd.com
Challenge #7 - Tiebreaker
© Unbxd Software Private Ltd 2014. All rights reserved.
If two products have the
same weightage for
“top sellers”, which product
shows up first?
www.unbxd.com
Challenge #8 - How Many?
© Unbxd Software Private Ltd 2014. All rights reserved.
How many “top sellers”
do you show on the
home page?
three, five, ten?
Source: http://marketingland.com/fundamental-checklist-website-navigation-design-architecture-part-1-90743
www.unbxd.com
Challenge #9
© Unbxd Software Private Ltd 2014. All rights reserved.
Let’s assume you have computed “top sellers” using the following assumptions
www.unbxd.com
Challenge #9
© Unbxd Software Private Ltd 2014. All rights reserved.
Let’s assume you have computed “top sellers” using the following assumptions
1. You are using sales for past three months
www.unbxd.com
Challenge #9
© Unbxd Software Private Ltd 2014. All rights reserved.
Let’s assume you have computed “top sellers” using the following assumptions
1. You are using sales for past three months
2. No two products have same sales, so no tiebreaker needed
www.unbxd.com
Challenge #9
© Unbxd Software Private Ltd 2014. All rights reserved.
Let’s assume you have computed “top sellers” using the following assumptions
1. You are using sales for past three months
2. No two products have same sales, so no tiebreaker needed
3. Show five “top selling” products from this analysis
www.unbxd.com
Challenge #9
© Unbxd Software Private Ltd 2014. All rights reserved.
A sample computation
Rank $ Sales Product
1 10,000 A
2 5,000 B
3 3,333 C
4 2,500 D
5 2,000 E
6 1,667 F
7 1,429 G
8 1,250 H
9 1,111 I
10 1,000 J
11 909 K
12 833 L
13 769 M
14 714 N
www.unbxd.com
“Top Sellers”
Challenge #9
© Unbxd Software Private Ltd 2014. All rights reserved.
TOP SELLERS
Brands expect to see this...
www.unbxd.com
Challenge #9
© Unbxd Software Private Ltd 2014. All rights reserved.
Closer inspection reveals
that top 10 products are all
from the same category, so
all five products shown will
be from same category
Rank $ Sales Product Category
1 10,000 A handbag
2 5,000 B handbag
3 3,333 C handbag
4 2,500 D handbag
5 2,000 E handbag
6 1,667 F handbag
7 1,429 G handbag
8 1,250 H handbag
9 1,111 I handbag
10 1,000 J handbag
11 909 K shoes
12 833 L dress
13 769 M tops
14 714 N jeans
www.unbxd.com
Challenge #9
© Unbxd Software Private Ltd 2014. All rights reserved.
TOP SELLERS
In reality, brands will see this...
www.unbxd.com
What’s wrong with that scenario?
© Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
Challenge #9 - The Dilemma
© Unbxd Software Private Ltd 2014. All rights reserved.
Brands want visitors to
discover “top selling”
products across categories
and not just from the
best selling category
www.unbxd.com
Challenge #9 - The Dilemma
© Unbxd Software Private Ltd 2014. All rights reserved.
Should you pick one product from each category?
www.unbxd.com
Challenge #9 - The Dilemma
© Unbxd Software Private Ltd 2014. All rights reserved.
Should you pick one product from each category?
But there isn’t enough space!
www.unbxd.com
Challenge #9 - The Dilemma
© Unbxd Software Private Ltd 2014. All rights reserved.
Brands may give all categories equal importance
BUT
Visitors don’t give all categories equal importance
www.unbxd.com
Similar to homepage, all visitors see the
same category pages, regardless of
who they are and where did they come from
© Unbxd Software Private Ltd 2014. All rights reserved.
Challenge #10 - Category Pages?
www.unbxd.com
Different visitors see the same category pages as well
WHY?
© Unbxd Software Private Ltd 2014. All rights reserved.
SARAH
First Time Visitor
MELANIE
Repeat Visitor
AMY
Loyal Customer
Header
Category Banner
Shirts
Footer
Header
Category Banner
Shirts
Footer
Header
Category Banner
Shirts
Footer
www.unbxd.com
© Unbxd Software Private Ltd 2014. All rights reserved.
New products in a
category also have
won the banner space
So can brands add
top sellers below
the banners?
YOURSITE.com
Shirts Category Page
Header
Category Banner
Shirts
Footer
www.unbxd.com
Again the answer is “Yes”
Determining category “top sellers”,
is equally challenging
© Unbxd Software Private Ltd 2014. All rights reserved.
Challenge #10 - Category Pages?
www.unbxd.com
Brands need a
modern, machine-learning engine that
strategically adapts in real-time
to determine relevant “top sellers”
© Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
Find out more about “top sellers” and other
product recommendations that
make your site more adaptive,
please send an email to
Monal Patel
monal@unbxd.com
© Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
Next in the Personalization series…
Part 2 - “Related Products”
Part 3 - “Recommended for you”
Part 4 - “Cross-sell recommendations”
Part 5 - “Exit Recommendations”
Part 6 - “Email Recommendations”
© Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com

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Adaptive site topsellers

  • 1. PERSONALIZATION HOW TO MAKE YOUR SITE ADAPTIVE Part 1 of 6
  • 2. Why brands need an adaptive site? © Unbxd Software Private Ltd 2014. All rights reserved. Source: dictionary.reference.com/browse/adapt www.unbxd.com
  • 3. Brands spend a lot of time and money to bring new and repeat visitors to the site © Unbxd Software Private Ltd 2014. All rights reserved. Header Banner Categories Footer >< www.unbxd.com
  • 4. This generates a lot of traffic and brands get some conversions © Unbxd Software Private Ltd 2014. All rights reserved. All Visitors Shopping Pages Add to Cart Purchase 100% 60% 30% 3% Header Banners Categories Footer YOURSITE.com >< www.unbxd.com
  • 5. What’s the problem? © Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
  • 6. © Unbxd Software Private Ltd 2014. All rights reserved. All Visitors Shopping Pages Add to Cart Purchase 100% 60% 30% 3% TOO SMALL! NOT ENOUGH! MAKE IT BIGGER! Problem 1 www.unbxd.com
  • 7. © Unbxd Software Private Ltd 2014. All rights reserved. All Visitors Shopping Pages Add to Cart Purchase 100% 60% 30% 3% REACHED LIMITS ON BRINGING NEW TRAFFIC Problem 2 www.unbxd.com
  • 8. What is the next step in the evolution? © Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
  • 9. Experts say.... © Unbxd Software Private Ltd 2014. All rights reserved. All Visitors Shopping Pages Add to Cart Purchase 100% 60% 30% 3% OPTIMIZE CUSTOMER JOURNEY www.unbxd.com
  • 10. HOWEVER We don’t want a robotic or manual approach We need a modern and strategic solution © Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
  • 11. One strategy to optimize the customer journey Adaptive Site Using Personalization Part 1 - Top Sellers © Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
  • 12. Brands show the same home page to all the visitors, regardless of who they are and where they come from © Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
  • 13. Different visitors see the same home page WHY? © Unbxd Software Private Ltd 2014. All rights reserved. SARAH First Time Visitor MELANIE Repeat Visitor AMY Loyal Customer Header Banners Categories Footer >< Header Banners Categories Footer >< Header Banners Categories Footer >< www.unbxd.com
  • 14. Brands have a dilemma “What to show on the home page?” © Unbxd Software Private Ltd 2014. All rights reserved. new products help bring customers back top selling products help grow revenue They want both or www.unbxd.com
  • 15. © Unbxd Software Private Ltd 2014. All rights reserved. Header Banners Categories Footer >< New products have won the banner space So can brands add top sellers below the banners? YOURSITE.com Home Page www.unbxd.com
  • 16. That might be an easy “Yes” © Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
  • 17. Determining “Top Sellers” is NOT © Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
  • 18. Some challenges that brands may face... © Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
  • 19. Challenge #1 - Real-time? © Unbxd Software Private Ltd 2014. All rights reserved. Intelligent “top sellers” based on visitor behavior in real-time. Your site should adapt with every click a visitor makes. www.unbxd.com
  • 20. Challenge #2 - Affinity? © Unbxd Software Private Ltd 2014. All rights reserved. How do we match visitor affinity to a specific category? Affinity may change over time or in real-time. SARAH First Time Visitor MELANIE Repeat Visitor AMY Loyal Customer www.unbxd.com
  • 21. Challenge #3 - Geo-trends? © Unbxd Software Private Ltd 2014. All rights reserved. How quickly can we apply location filters to “top-sellers” to capitalize on local trends? www.unbxd.com
  • 22. Challenge #4 - Signals? © Unbxd Software Private Ltd 2014. All rights reserved. How many signals can we track and what is the importance of each signal in determining relevant “top sellers”? www.unbxd.com
  • 23. Challenge #5 - Catalog Changes? © Unbxd Software Private Ltd 2014. All rights reserved. “Top sellers” should be re- evaluated as soon as the catalog changes (within seconds) www.unbxd.com
  • 24. Challenge #6 - Time Frame © Unbxd Software Private Ltd 2014. All rights reserved. What time frame do we use to determine “top sellers”? A week, month or season? www.unbxd.com
  • 25. Challenge #7 - Tiebreaker © Unbxd Software Private Ltd 2014. All rights reserved. If two products have the same weightage for “top sellers”, which product shows up first? www.unbxd.com
  • 26. Challenge #8 - How Many? © Unbxd Software Private Ltd 2014. All rights reserved. How many “top sellers” do you show on the home page? three, five, ten? Source: http://marketingland.com/fundamental-checklist-website-navigation-design-architecture-part-1-90743 www.unbxd.com
  • 27. Challenge #9 © Unbxd Software Private Ltd 2014. All rights reserved. Let’s assume you have computed “top sellers” using the following assumptions www.unbxd.com
  • 28. Challenge #9 © Unbxd Software Private Ltd 2014. All rights reserved. Let’s assume you have computed “top sellers” using the following assumptions 1. You are using sales for past three months www.unbxd.com
  • 29. Challenge #9 © Unbxd Software Private Ltd 2014. All rights reserved. Let’s assume you have computed “top sellers” using the following assumptions 1. You are using sales for past three months 2. No two products have same sales, so no tiebreaker needed www.unbxd.com
  • 30. Challenge #9 © Unbxd Software Private Ltd 2014. All rights reserved. Let’s assume you have computed “top sellers” using the following assumptions 1. You are using sales for past three months 2. No two products have same sales, so no tiebreaker needed 3. Show five “top selling” products from this analysis www.unbxd.com
  • 31. Challenge #9 © Unbxd Software Private Ltd 2014. All rights reserved. A sample computation Rank $ Sales Product 1 10,000 A 2 5,000 B 3 3,333 C 4 2,500 D 5 2,000 E 6 1,667 F 7 1,429 G 8 1,250 H 9 1,111 I 10 1,000 J 11 909 K 12 833 L 13 769 M 14 714 N www.unbxd.com “Top Sellers”
  • 32. Challenge #9 © Unbxd Software Private Ltd 2014. All rights reserved. TOP SELLERS Brands expect to see this... www.unbxd.com
  • 33. Challenge #9 © Unbxd Software Private Ltd 2014. All rights reserved. Closer inspection reveals that top 10 products are all from the same category, so all five products shown will be from same category Rank $ Sales Product Category 1 10,000 A handbag 2 5,000 B handbag 3 3,333 C handbag 4 2,500 D handbag 5 2,000 E handbag 6 1,667 F handbag 7 1,429 G handbag 8 1,250 H handbag 9 1,111 I handbag 10 1,000 J handbag 11 909 K shoes 12 833 L dress 13 769 M tops 14 714 N jeans www.unbxd.com
  • 34. Challenge #9 © Unbxd Software Private Ltd 2014. All rights reserved. TOP SELLERS In reality, brands will see this... www.unbxd.com
  • 35. What’s wrong with that scenario? © Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
  • 36. Challenge #9 - The Dilemma © Unbxd Software Private Ltd 2014. All rights reserved. Brands want visitors to discover “top selling” products across categories and not just from the best selling category www.unbxd.com
  • 37. Challenge #9 - The Dilemma © Unbxd Software Private Ltd 2014. All rights reserved. Should you pick one product from each category? www.unbxd.com
  • 38. Challenge #9 - The Dilemma © Unbxd Software Private Ltd 2014. All rights reserved. Should you pick one product from each category? But there isn’t enough space! www.unbxd.com
  • 39. Challenge #9 - The Dilemma © Unbxd Software Private Ltd 2014. All rights reserved. Brands may give all categories equal importance BUT Visitors don’t give all categories equal importance www.unbxd.com
  • 40. Similar to homepage, all visitors see the same category pages, regardless of who they are and where did they come from © Unbxd Software Private Ltd 2014. All rights reserved. Challenge #10 - Category Pages? www.unbxd.com
  • 41. Different visitors see the same category pages as well WHY? © Unbxd Software Private Ltd 2014. All rights reserved. SARAH First Time Visitor MELANIE Repeat Visitor AMY Loyal Customer Header Category Banner Shirts Footer Header Category Banner Shirts Footer Header Category Banner Shirts Footer www.unbxd.com
  • 42. © Unbxd Software Private Ltd 2014. All rights reserved. New products in a category also have won the banner space So can brands add top sellers below the banners? YOURSITE.com Shirts Category Page Header Category Banner Shirts Footer www.unbxd.com
  • 43. Again the answer is “Yes” Determining category “top sellers”, is equally challenging © Unbxd Software Private Ltd 2014. All rights reserved. Challenge #10 - Category Pages? www.unbxd.com
  • 44. Brands need a modern, machine-learning engine that strategically adapts in real-time to determine relevant “top sellers” © Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
  • 45. Find out more about “top sellers” and other product recommendations that make your site more adaptive, please send an email to Monal Patel monal@unbxd.com © Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com
  • 46. Next in the Personalization series… Part 2 - “Related Products” Part 3 - “Recommended for you” Part 4 - “Cross-sell recommendations” Part 5 - “Exit Recommendations” Part 6 - “Email Recommendations” © Unbxd Software Private Ltd 2014. All rights reserved. www.unbxd.com

Editor's Notes

  1. Is this a high priority problem? Seems like a micro issue