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OPTIMIZE YOUR ON-SITE SEARCH
Help your customers find exactly what they’re looking for.
JP Sherman
Red Hat’s Manager of Search & Findability
Tweets @jpsherman
Findability is how your customers find what they’re looking for.
UNDERSTANDING THE CORE ASPECTS OF
SEARCH AND FINDABILITY
➔ The Four Pillars of On-Site Search Optimization
◆ Measurement
◆ SERP Structure
◆ SERP UI/UX
◆ Result Set Quality
BUT FIRST, A SHOW OF HANDS
SEO/ Paid Search
How many people regularly use search data to make decisions?
Onsite Search
STUDIES SHOW
How many companies regularly use search data to make decisions?
Between 15% and 20% of large companies
dedicate resources to on-site search. Smaller
businesses range from 0% to 4%
Six-month-old infants can only hold one thing
in memory.
Having more narcissists on a team is better for
generating creative outcomes.
The more relaxed you are when you enter a
store, the more money you’ll spend.
The ruder someone acts, the more convinced
observers become that he or she is
powerful.
Shorter sleep duration is associated with
increased susceptibility to the common
cold.
King penguins are attracted to the colors on
each other’s beaks, including colors
humans can’t see.
ABOUT YOUR CUSTOMERS
Engaged. Invested. Curious. In an Active Decision Phase. Trusting. Convinced.
WHO ARE THEY?
WHAT ARE THEY MORE LIKELY TO DO?
AND YET CUSTOMERS WHO SEARCH ARE...
Engaged. Invested. Curious. In an Active Decision Phase. Trusting. Convinced.
❏ They are 5x - 6x more likely to convert
❏ They are more likely to share content
❏ They are more likely to stay on-site longer
❏ They are more likely to return
❏ They are more likely to recognize brand
DIFFERENTIATING BETWEEN DATA & STORY
The measurements are simple to understand, but it’s the nuance that tells the story
Data is the characters in
the story
What these characters
(data) do IS the story.
UNDERSTANDING INTENT & BEHAVIOR
The measurements are simple to understand, but it’s the nuance that tells the story
Let’s Start Where We Always Start
Keywords
UNDERSTANDING INTENT & BEHAVIOR
The measurements are simple to understand, but it’s the nuance that tells the story
Keywords
High Freq/ Low
Intent
Low Freq/ High
Intent
Long Tail Unicorns
Popular but
vague keywords
Rare but specific
keywords
Specific terms >
3 or 4 words
Queries that happen
once in a given time-
frame
These are the most common types of queries that happen in on-site search. By understanding the
types of queries you have, you can start tailoring the search experience to the type of query.
UNDERSTANDING INTENT & BEHAVIOR
The measurements are simple to understand, but it’s the nuance that tells the story
Keywords
High Frequency/
Low Intent
Low Frequency/
High Intent
Long Tail
Unicorns
Clicks
Conversions
No Clicks
Position
CTR
Conversion
Rate
Consumption
Rate
Keyword Types Metrics Calculated Metrics
Negative CTR
UNDERSTANDING INTENT & BEHAVIOR
The measurements are simple to understand, but it’s the nuance that tells the story
Keywords High Freq/ Low Intent
Example Queries:
● Bikes
● Software
● Smart phones
● College
● Finland
● Books
● Laptops
● Elections
This is the top of the
funnel search behavior.
User Intent Isn’t Specific
● Information
● Ideas
● Knowledge
● Type Selection
● Familiarity
● Definitions
● Topic Review
UNDERSTANDING INTENT & BEHAVIOR
The measurements are simple to understand, but it’s the nuance that tells the story
Keywords Low Freq/ High Intent
Example Queries:
● Download latest iTunes
● Stream The Clash
● Pictures of cats in baskets
● Vietnamese food near me
● Spicy vegan taco recipes
● Supernatural monsters that
drink human blood
● Latin name for ring-tailed
lemur
● What does coulrophobia
mean?
There is no ambiguity in
the searchers’ intent.
User Intent Is Specific
● Take an action
● View specific thing
● Learn specific thing
● List based content
● Answers to a
specific question
UNDERSTANDING INTENT & BEHAVIOR
The measurements are simple to understand, but it’s the nuance that tells the story
Keywords Long Tail
Long tail keywords are those three and four keyword phrases
which are very, very specific to whatever you are selling.
UNDERSTANDING INTENT & BEHAVIOR
The measurements are simple to understand, but it’s the nuance that tells the story
Keywords Unicorns
Unicorns are keywords that appear once in a given time-
frame.
● On average, 50% to 60% of queries are unicorns
● Unicorn queries are useful to gain quick wins. For
queries that make sense, the identification of a
unicorn can lead to content that will immediately fulfill
that search.
● One caveat, unicorn terms can frequently be typos,
nonsense words or long copied/ pasted text
UNDERSTANDING INTENT & BEHAVIOR
The measurements are simple to understand, but it’s the nuance that tells the story
Metrics CTR CTR in on-site search measures clicks from SERP
● CTR’s are a great way to
measure the overall
success of your on-site
search
● Sometimes, you might see
a CTR on a keyword
greater than 100%
● This means that the user
has opened up links in new
tabs.
UNDERSTANDING INTENT & BEHAVIOR
The measurements are simple to understand, but it’s the nuance that tells the story
Metrics Conversion Rate Consumption Ratevs
Conversions
A quantifiable action taken.
Conversions can be purchases, sign-
ups, downloads or something else.
Always binary.
Consumptions
A qualitative measurement of content.
It’s is a spectrum that measures how
much of the content has been
consumed.
UNDERSTANDING INTENT & BEHAVIOR
The measurements are simple to understand, but it’s the nuance that tells the story
Metrics No Results No Clicksvs
No Results
When a query is performed and
nothing matches the query
No Clicks
The inverse of click throughs
WHEN SERPS FAIL
Searches will fail, your customers will look for strange things - help them out a bit.
Users will experience a search failure.
Giving users a way to refine, tips to search
again, a place for feedback will improve
the search experience.
Users w/out assistance re-searched 33%
Users w/ assistance re-searched 59%
WHEN SERPS FAIL
Searches will fail, your customers will look for strange things - help them out a bit.
Metrics
No Clicks
Failure
means you
can ask for
more
information
!
WHEN SERPS FAIL
Searches will fail, your customers will look for strange things - help them out a bit.
Metrics
No Clicks
WHEN SERPS FAIL
Searches will fail, your customers will look for strange things - help them out a bit.
Metrics
No Clicks
Wait, What?
AUTOSUGGEST CAN HELP FILTER INTENT
The SERP & the Snippet Can be Magnetic to Clicks When Showing Value
Starting with the Search
Experience
EVEN WHEN THE USER DOESN’T KNOW
“CORRECT” PHRASE
The SERP & the Snippet Can be Magnetic to Clicks When Showing Value
Auto-Suggest
Customer Focused
Immediately gives the user options
helping fix any “wonky” searches
Business Focused
You can add keymatches or suggestions
based off of the query entered
AUTOSUGGEST CAN HELP FILTER INTENT
The SERP & the Snippet Can be Magnetic to Clicks When Showing Value
Autosuggest vs.
Non Autosuggest
Having
autosuggest can
increase CTR &
Conversion
CTR: 42%
CR: 3.9%
AUTOSUGGEST CAN HELP FILTER INTENT
The SERP & the Snippet Can be Magnetic to Clicks When Showing Value
Autosuggest vs.
Non Autosuggest
Having
autosuggest can
increase CTR &
Conversion
CTR: 57%
CR: 5.1%
CONTEXTUALIZE INFORMATION IN THE UI
If the search results aren’t perfect, adding contextual information in the UI can help the user
KNOWLEDGE GRAPHS CAN
CONTEXTUALIZE
The SERP & the Snippet Can be Magnetic to Clicks When Showing Value
Knowledge Graphs
High Volume/ Low
Intent
Allows the user to
immediately focus on
what their intent is
when it’s not clear in
the query.
OH… RIGHT… MOBILE MATTERS
The SERP & the Snippet Can be Magnetic to Clicks When Showing Value
Don’t Forget Mobile
DISAMBIGUATION FOR SIMILAR SEARCHES
Understand Where Your Customers Primarily Interact With You.
RIGHT... AGAIN WITH THE MOBILE.
Understand Where Your Customers Primarily Interact With You.
TEN BLUE LINKS MAY NOT EVEN WORK
Some products lend themselves to be more visual, or more comparative.
BLENDED SEARCH RESULTS
Just display all the things
OF COURSE, I’M GOING TO TELL YOU TO
TEST IT
Naturally… but what do I look at to see if it’s a good test?
CTR
Conversion
Rate
Accessed
Content
Watch These Metrics
Refinements
Does the experimental group have a higher CTR? Implying Value
Are there more purchases or other conversion events?
Does more content get viewed after a search is performed?
Do people perform less searches after an initial search?
Mobile Is there a significant difference in these metrics from mobile devices?
IF YOU REALLY WANT TO BE FANCY
It’s a great way to measure search quality, but requires decent development changes.
To deliver the right content quickly to the right person who is searching your site.
Goal
Measure: Time from Query to Conversion/ Consumption
1st
Query
1st
Click
Pogostick
1st
Refinement
2nd
Click
conversion?
2nd
Refinement
KEY TAKEAWAYS TO IMPROVE ONSITE
SEARCH
Make a plan, make a change every month, measure it & repeat.
It’s not that hard
Change the Snippet
Change the SERP design
Add Contextual Information
Measure, Measure, Measure
Don’t forget, mobile is unique
THANK YOU
Please feel free to talk to me if you happen to run into me.
Find me on Twitter @jpsherman

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Pubcon 2016 Measuring & Improving On-Site Search

  • 1. OPTIMIZE YOUR ON-SITE SEARCH Help your customers find exactly what they’re looking for. JP Sherman Red Hat’s Manager of Search & Findability Tweets @jpsherman
  • 2. Findability is how your customers find what they’re looking for. UNDERSTANDING THE CORE ASPECTS OF SEARCH AND FINDABILITY ➔ The Four Pillars of On-Site Search Optimization ◆ Measurement ◆ SERP Structure ◆ SERP UI/UX ◆ Result Set Quality
  • 3. BUT FIRST, A SHOW OF HANDS SEO/ Paid Search How many people regularly use search data to make decisions? Onsite Search
  • 4. STUDIES SHOW How many companies regularly use search data to make decisions? Between 15% and 20% of large companies dedicate resources to on-site search. Smaller businesses range from 0% to 4% Six-month-old infants can only hold one thing in memory. Having more narcissists on a team is better for generating creative outcomes. The more relaxed you are when you enter a store, the more money you’ll spend. The ruder someone acts, the more convinced observers become that he or she is powerful. Shorter sleep duration is associated with increased susceptibility to the common cold. King penguins are attracted to the colors on each other’s beaks, including colors humans can’t see.
  • 5. ABOUT YOUR CUSTOMERS Engaged. Invested. Curious. In an Active Decision Phase. Trusting. Convinced. WHO ARE THEY? WHAT ARE THEY MORE LIKELY TO DO?
  • 6. AND YET CUSTOMERS WHO SEARCH ARE... Engaged. Invested. Curious. In an Active Decision Phase. Trusting. Convinced. ❏ They are 5x - 6x more likely to convert ❏ They are more likely to share content ❏ They are more likely to stay on-site longer ❏ They are more likely to return ❏ They are more likely to recognize brand
  • 7. DIFFERENTIATING BETWEEN DATA & STORY The measurements are simple to understand, but it’s the nuance that tells the story Data is the characters in the story What these characters (data) do IS the story.
  • 8. UNDERSTANDING INTENT & BEHAVIOR The measurements are simple to understand, but it’s the nuance that tells the story Let’s Start Where We Always Start Keywords
  • 9. UNDERSTANDING INTENT & BEHAVIOR The measurements are simple to understand, but it’s the nuance that tells the story Keywords High Freq/ Low Intent Low Freq/ High Intent Long Tail Unicorns Popular but vague keywords Rare but specific keywords Specific terms > 3 or 4 words Queries that happen once in a given time- frame These are the most common types of queries that happen in on-site search. By understanding the types of queries you have, you can start tailoring the search experience to the type of query.
  • 10. UNDERSTANDING INTENT & BEHAVIOR The measurements are simple to understand, but it’s the nuance that tells the story Keywords High Frequency/ Low Intent Low Frequency/ High Intent Long Tail Unicorns Clicks Conversions No Clicks Position CTR Conversion Rate Consumption Rate Keyword Types Metrics Calculated Metrics Negative CTR
  • 11. UNDERSTANDING INTENT & BEHAVIOR The measurements are simple to understand, but it’s the nuance that tells the story Keywords High Freq/ Low Intent Example Queries: ● Bikes ● Software ● Smart phones ● College ● Finland ● Books ● Laptops ● Elections This is the top of the funnel search behavior. User Intent Isn’t Specific ● Information ● Ideas ● Knowledge ● Type Selection ● Familiarity ● Definitions ● Topic Review
  • 12. UNDERSTANDING INTENT & BEHAVIOR The measurements are simple to understand, but it’s the nuance that tells the story Keywords Low Freq/ High Intent Example Queries: ● Download latest iTunes ● Stream The Clash ● Pictures of cats in baskets ● Vietnamese food near me ● Spicy vegan taco recipes ● Supernatural monsters that drink human blood ● Latin name for ring-tailed lemur ● What does coulrophobia mean? There is no ambiguity in the searchers’ intent. User Intent Is Specific ● Take an action ● View specific thing ● Learn specific thing ● List based content ● Answers to a specific question
  • 13. UNDERSTANDING INTENT & BEHAVIOR The measurements are simple to understand, but it’s the nuance that tells the story Keywords Long Tail Long tail keywords are those three and four keyword phrases which are very, very specific to whatever you are selling.
  • 14. UNDERSTANDING INTENT & BEHAVIOR The measurements are simple to understand, but it’s the nuance that tells the story Keywords Unicorns Unicorns are keywords that appear once in a given time- frame. ● On average, 50% to 60% of queries are unicorns ● Unicorn queries are useful to gain quick wins. For queries that make sense, the identification of a unicorn can lead to content that will immediately fulfill that search. ● One caveat, unicorn terms can frequently be typos, nonsense words or long copied/ pasted text
  • 15. UNDERSTANDING INTENT & BEHAVIOR The measurements are simple to understand, but it’s the nuance that tells the story Metrics CTR CTR in on-site search measures clicks from SERP ● CTR’s are a great way to measure the overall success of your on-site search ● Sometimes, you might see a CTR on a keyword greater than 100% ● This means that the user has opened up links in new tabs.
  • 16. UNDERSTANDING INTENT & BEHAVIOR The measurements are simple to understand, but it’s the nuance that tells the story Metrics Conversion Rate Consumption Ratevs Conversions A quantifiable action taken. Conversions can be purchases, sign- ups, downloads or something else. Always binary. Consumptions A qualitative measurement of content. It’s is a spectrum that measures how much of the content has been consumed.
  • 17. UNDERSTANDING INTENT & BEHAVIOR The measurements are simple to understand, but it’s the nuance that tells the story Metrics No Results No Clicksvs No Results When a query is performed and nothing matches the query No Clicks The inverse of click throughs
  • 18. WHEN SERPS FAIL Searches will fail, your customers will look for strange things - help them out a bit. Users will experience a search failure. Giving users a way to refine, tips to search again, a place for feedback will improve the search experience. Users w/out assistance re-searched 33% Users w/ assistance re-searched 59%
  • 19. WHEN SERPS FAIL Searches will fail, your customers will look for strange things - help them out a bit. Metrics No Clicks Failure means you can ask for more information !
  • 20. WHEN SERPS FAIL Searches will fail, your customers will look for strange things - help them out a bit. Metrics No Clicks
  • 21. WHEN SERPS FAIL Searches will fail, your customers will look for strange things - help them out a bit. Metrics No Clicks Wait, What?
  • 22. AUTOSUGGEST CAN HELP FILTER INTENT The SERP & the Snippet Can be Magnetic to Clicks When Showing Value Starting with the Search Experience
  • 23. EVEN WHEN THE USER DOESN’T KNOW “CORRECT” PHRASE The SERP & the Snippet Can be Magnetic to Clicks When Showing Value Auto-Suggest Customer Focused Immediately gives the user options helping fix any “wonky” searches Business Focused You can add keymatches or suggestions based off of the query entered
  • 24. AUTOSUGGEST CAN HELP FILTER INTENT The SERP & the Snippet Can be Magnetic to Clicks When Showing Value Autosuggest vs. Non Autosuggest Having autosuggest can increase CTR & Conversion CTR: 42% CR: 3.9%
  • 25. AUTOSUGGEST CAN HELP FILTER INTENT The SERP & the Snippet Can be Magnetic to Clicks When Showing Value Autosuggest vs. Non Autosuggest Having autosuggest can increase CTR & Conversion CTR: 57% CR: 5.1%
  • 26. CONTEXTUALIZE INFORMATION IN THE UI If the search results aren’t perfect, adding contextual information in the UI can help the user
  • 27. KNOWLEDGE GRAPHS CAN CONTEXTUALIZE The SERP & the Snippet Can be Magnetic to Clicks When Showing Value Knowledge Graphs High Volume/ Low Intent Allows the user to immediately focus on what their intent is when it’s not clear in the query.
  • 28. OH… RIGHT… MOBILE MATTERS The SERP & the Snippet Can be Magnetic to Clicks When Showing Value Don’t Forget Mobile
  • 29. DISAMBIGUATION FOR SIMILAR SEARCHES Understand Where Your Customers Primarily Interact With You.
  • 30. RIGHT... AGAIN WITH THE MOBILE. Understand Where Your Customers Primarily Interact With You.
  • 31. TEN BLUE LINKS MAY NOT EVEN WORK Some products lend themselves to be more visual, or more comparative.
  • 32. BLENDED SEARCH RESULTS Just display all the things
  • 33. OF COURSE, I’M GOING TO TELL YOU TO TEST IT Naturally… but what do I look at to see if it’s a good test? CTR Conversion Rate Accessed Content Watch These Metrics Refinements Does the experimental group have a higher CTR? Implying Value Are there more purchases or other conversion events? Does more content get viewed after a search is performed? Do people perform less searches after an initial search? Mobile Is there a significant difference in these metrics from mobile devices?
  • 34. IF YOU REALLY WANT TO BE FANCY It’s a great way to measure search quality, but requires decent development changes. To deliver the right content quickly to the right person who is searching your site. Goal Measure: Time from Query to Conversion/ Consumption 1st Query 1st Click Pogostick 1st Refinement 2nd Click conversion? 2nd Refinement
  • 35. KEY TAKEAWAYS TO IMPROVE ONSITE SEARCH Make a plan, make a change every month, measure it & repeat. It’s not that hard Change the Snippet Change the SERP design Add Contextual Information Measure, Measure, Measure Don’t forget, mobile is unique
  • 36. THANK YOU Please feel free to talk to me if you happen to run into me. Find me on Twitter @jpsherman