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Doing Stuff
 With Data    or
 Putting analytics into action
What kinds of stuff
do people do on
publishers' sites?
•	They find out more     •	They sign up for the
  about books.             publisher E-letter.
•	They buy books         •	They find out about
  (Sometimes through       authors and author
  Amazon or Chapters).     readings/events.
•	They click on the      •	They read the blog.
  Publisher’s Facebook
                         •	They leave feedback
  or Twitter page.
                           for the publisher.
•	They read excerpts.
                         •	They get the catalogue.
Let’s look at an
example.

•	http://www.chroniclebooks.com/
And guess what?
All of these actions
are measurable.
With tools like Google
Analytics, we can
track:
•	How many visits we get   •	Whether they stayed
  to our website.            on the site, or fled in
                             terror.
•	Where they came from
  (search engines, google •	Who signed up for our
  ads, referrals from        e-letter, liked us on
  other websites, or when twitter, or followed us
  your mom types the url     on facebook.
  right into the browser).
                           •	Whether it was their
•	Whether they bought        first visit or their
  anything.                  fifth.
But on its own, this info
is kind of useless.

•	Avinash Kaushik          •	Analyzing is dividing
  notes the important        those figures up,
  difference between         comparing them
  reporting and              to other figures,
  analyzing.                 considering
                             important contextual
•	Reporting is what
                             information, and
  dashboard does. it gives
                             then making some
  you a bunch of figures.
                             suggestions for action.
Reporting vs. Analyzing
•	Usually just numbers,      •	Considers the business’
  raw data.                    targets.
•	The number of people       •	Breaks the data down
  doing this, the amount       into segments (ie. new
  people spent on that,        visitors, mobile traffic)
  the growth we’ve seen in
                             •	compares certain
  this quarter, etc.
                               numbers against others.
                             •	Discusses probable
                               contextual reasons for
                               these numbers.
                             •	Interprets what this
                               means for the company.
                             •	Suggests action to take
                               in order to improve.
Why do we care?

•	Analyzing the data     •	But you’ve still gotta
  shows us where we’re     do a lot of work to
  doing something wrong.   figure that out. (And
                           some guessing.)
•	Looking at the data
  for correlations (with
  other sets of data or
  with external factors
  that we’re aware of)
  can give us clues for
  how to fix it.
How does this apply to
publishing?
•	Let’s look at Kaushik’s Four best
  Web Metrics for small business
  and apply them to some specific
  publishing examples.
1. Cost Per acquisition
•	Let’s say you’ve spent a facebook link) actually
  chunk of your meager      made a purchase (which
  marketing budget on a     was your goal).
  facebook ad campaign -
                          •	Each of those
  one where you pay per
                            purchases, or
  click.
                            acquisitions, cost you
•	300 people clicked on     $4. That’s your CPA.
  your ad.
                          •	Compare that to the CPA
•	You paid $1 per click.    of a different initiative,
                            and see which one costs
•	This campaign cost you
                            more.
  $300.
                          •	Note: CPA can measure
•	75 people (of those
                            things other than
  who came from this
                            sales.
2. Bounce Rate
•	You work for a fantasy   •	This tells you that
  fiction publishing         the people who read
  house.                     this site don’t want to
                             read your books. You’re
•	You always send new
                             wasting your efforts
  titles to be reviewed by
                             here.
  nerdblog.com, because
  they always write a      •	The Bounce rate can
  nice review.               also tell you when
                             a certain page just
•	Yet when you look at
                             isn’t working, or is
  the bounce rate for
                             downright offensive.
  people visiting your
                             (If, for instance,
  site from this one, you
                             everyone is leaving it
  see it’s 98%.
                             immediately.)
3. Checkout
abandonment rate
•	You sell your books     •	Are they balking at
  directly from your        the shipping price?
  website.                  Consider a discount.
•	However, you find      •	Make the process
  too many people are      better. Make it nicer.
  beginning the checkout   Make it simpler. (Maybe
  process, but not         just go with paypal.)
  actually going through
  with the sale.
•	Take a look at which
  step in the process
  they’re leaving from.
4. Macro conversion
rate
•	You Look at the people •	You stop spending so
  who actually make        much money on google
  purchases on your site. ads.
•	You see that 50% come   •	You can also look at
  to you from organic       who buys, say, 3 books
  searches, 25% come        at once. What kind of
  from facebook, 20%        books are they buying
  come from blogs, and      together? Should you
  only 2% come from         consider marketing
  Google ads.               those books as a
                            bundle?
Your web traffic
numbers are telling
you things.
•	They’re telling you
  what’s going right and
  what’s going wrong.
•	It’s up to you to try to
  fix the things that are
  going wrong.
Start with your goals.
1. Sell a certain   2. Provide enough   3. Let your
number of books.    info for them to    customer stay in
                    buy .               touch.
Then your actions.
1. Sell a certain   2. Provide enough    3. Let your
number of books.    info for them to     customer stay in
                    buy .                touch.
Buy button is
clear, buying       Reviews, excerpts,   E-letter is clear
method is easy,     images, and blurbs   and attractive,
payment method is   on book pages.       facebook and
secure.             Popular titles on    twitter links,
                    home page.           contact info is
                                         obvious, FB &
                                         Twitter run well.
And now your KPI’s.
1. Sell a certain   2. Provide enough    3. Let your
number of books.    info for them to     customer stay in
                    buy .                touch.
Buy button is
clear, buying       Reviews, excerpts,   E-letter is clear
method is easy,     images, and blurbs   and attractive,
payment method is   on book pages.       facebook and
secure.             Popular titles on    twitter links,
                    home page.           contact info is
Sales (and
                                         obvious, FB &
sales growth),      Visits to title
                                         Twitter run well.
shopping cart       pages, catalogue
abandonment,        downloads, on-site   Traffic to
traffic on book     searches, clicks     Facebook/twitter,
pages.              on author bios.      increase in likes,
                                         new e-letter
                                         subscribers.
What’s The moral of
the story?

Use the information from
google analytics to see
what’s not working. Try to
fix it, then look back to G.A.
to see if those solutions
worked. Try and try again.

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Doing Stuff With Data

  • 1. Doing Stuff With Data or Putting analytics into action
  • 2. What kinds of stuff do people do on publishers' sites? • They find out more • They sign up for the about books. publisher E-letter. • They buy books • They find out about (Sometimes through authors and author Amazon or Chapters). readings/events. • They click on the • They read the blog. Publisher’s Facebook • They leave feedback or Twitter page. for the publisher. • They read excerpts. • They get the catalogue.
  • 3. Let’s look at an example. • http://www.chroniclebooks.com/
  • 4. And guess what? All of these actions are measurable.
  • 5. With tools like Google Analytics, we can track: • How many visits we get • Whether they stayed to our website. on the site, or fled in terror. • Where they came from (search engines, google • Who signed up for our ads, referrals from e-letter, liked us on other websites, or when twitter, or followed us your mom types the url on facebook. right into the browser). • Whether it was their • Whether they bought first visit or their anything. fifth.
  • 6. But on its own, this info is kind of useless. • Avinash Kaushik • Analyzing is dividing notes the important those figures up, difference between comparing them reporting and to other figures, analyzing. considering important contextual • Reporting is what information, and dashboard does. it gives then making some you a bunch of figures. suggestions for action.
  • 7. Reporting vs. Analyzing • Usually just numbers, • Considers the business’ raw data. targets. • The number of people • Breaks the data down doing this, the amount into segments (ie. new people spent on that, visitors, mobile traffic) the growth we’ve seen in • compares certain this quarter, etc. numbers against others. • Discusses probable contextual reasons for these numbers. • Interprets what this means for the company. • Suggests action to take in order to improve.
  • 8. Why do we care? • Analyzing the data • But you’ve still gotta shows us where we’re do a lot of work to doing something wrong. figure that out. (And some guessing.) • Looking at the data for correlations (with other sets of data or with external factors that we’re aware of) can give us clues for how to fix it.
  • 9. How does this apply to publishing? • Let’s look at Kaushik’s Four best Web Metrics for small business and apply them to some specific publishing examples.
  • 10. 1. Cost Per acquisition • Let’s say you’ve spent a facebook link) actually chunk of your meager made a purchase (which marketing budget on a was your goal). facebook ad campaign - • Each of those one where you pay per purchases, or click. acquisitions, cost you • 300 people clicked on $4. That’s your CPA. your ad. • Compare that to the CPA • You paid $1 per click. of a different initiative, and see which one costs • This campaign cost you more. $300. • Note: CPA can measure • 75 people (of those things other than who came from this sales.
  • 11. 2. Bounce Rate • You work for a fantasy • This tells you that fiction publishing the people who read house. this site don’t want to read your books. You’re • You always send new wasting your efforts titles to be reviewed by here. nerdblog.com, because they always write a • The Bounce rate can nice review. also tell you when a certain page just • Yet when you look at isn’t working, or is the bounce rate for downright offensive. people visiting your (If, for instance, site from this one, you everyone is leaving it see it’s 98%. immediately.)
  • 12. 3. Checkout abandonment rate • You sell your books • Are they balking at directly from your the shipping price? website. Consider a discount. • However, you find • Make the process too many people are better. Make it nicer. beginning the checkout Make it simpler. (Maybe process, but not just go with paypal.) actually going through with the sale. • Take a look at which step in the process they’re leaving from.
  • 13. 4. Macro conversion rate • You Look at the people • You stop spending so who actually make much money on google purchases on your site. ads. • You see that 50% come • You can also look at to you from organic who buys, say, 3 books searches, 25% come at once. What kind of from facebook, 20% books are they buying come from blogs, and together? Should you only 2% come from consider marketing Google ads. those books as a bundle?
  • 14. Your web traffic numbers are telling you things. • They’re telling you what’s going right and what’s going wrong. • It’s up to you to try to fix the things that are going wrong.
  • 15. Start with your goals. 1. Sell a certain 2. Provide enough 3. Let your number of books. info for them to customer stay in buy . touch.
  • 16. Then your actions. 1. Sell a certain 2. Provide enough 3. Let your number of books. info for them to customer stay in buy . touch. Buy button is clear, buying Reviews, excerpts, E-letter is clear method is easy, images, and blurbs and attractive, payment method is on book pages. facebook and secure. Popular titles on twitter links, home page. contact info is obvious, FB & Twitter run well.
  • 17. And now your KPI’s. 1. Sell a certain 2. Provide enough 3. Let your number of books. info for them to customer stay in buy . touch. Buy button is clear, buying Reviews, excerpts, E-letter is clear method is easy, images, and blurbs and attractive, payment method is on book pages. facebook and secure. Popular titles on twitter links, home page. contact info is Sales (and obvious, FB & sales growth), Visits to title Twitter run well. shopping cart pages, catalogue abandonment, downloads, on-site Traffic to traffic on book searches, clicks Facebook/twitter, pages. on author bios. increase in likes, new e-letter subscribers.
  • 18. What’s The moral of the story? Use the information from google analytics to see what’s not working. Try to fix it, then look back to G.A. to see if those solutions worked. Try and try again.