Laddawn.com : Data analysis

Sharing over time

Below are some charts showing share item and share cart usage by week.

Shipping notifications sent by day + click through figures

 

 

Date

Notifications sent

Clicks on email links

 

Click thru %

 

 

 

 

 

1 day lag %

Significant events

Mon

3/7/2016

806

21

 

 

 

Tues

3/8/2016

544

58

 

7.20%

 

Weds

3/9/2016

612

27

 

4.96%

 

Thurs

3/10/2016

616

38

 

6.21%

CPU notifications stopped working.

Fri

3/11/2016

541

25

 

4.06%

 

Mon

3/14/2016

663

41

 

7.58%

 

Tues

3/15/2016

613

44

 

6.64%

 

Weds

3/16/2016

615

46

 

7.50%

 

Thurs

3/17/2016

561

5

 

0.81%

 

Fri

3/18/2016

511

0

 

0.00%

 

Mon

3/21/2016

653

3

 

0.59%

 

Tues

3/22/2016

579

5

 

0.77%

 

Weds

3/23/2016

619

3

 

0.52%

 

Thurs

3/24/2016

485

1

 

0.16%

 

Fri

3/25/2016

408

3

 

0.62%

 

Mon

3/28/2016

597

3

 

0.74%

 

Tues

3/29/2016

578

1

 

0.17%

 

Weds

3/30/2016

554

4

 

0.69%

 

Thurs

3/31/2016

20

3

 

0.54%

CPU notifications resumed working

But why only 20 total on this day?

Fri

4/1/2016

711

0

 

0.00%

 

Mon

4/4/2016

690

0

 

0.00%

 

Tues

4/5/2016

629

0

 

0.00%

 

Weds

4/6/2016

600

0

 

0.00%

Roll to Live. See Bill for list of tickets.

Thurs

4/7/2016

585

9

 

1.50%

 

Fri

4/8/2016

520

31

 

5.30%

 

Mon

4/11/16

61522 4.23% 
Tues4/12/1649036 5.85% 
Weds4/13/1666230 6.12% 
   

Average %

2.35%

 

 

Before and After 

Before and after training, before and after shipping notifications

I. My attempt to look at some “before and after” stats on workflows, comparing 3 time periods:

  1. Data from Tina’s presentation in the fall (led to soul searching, training, etc.)
  2. Data from immediately after the Chocksett training up to when we launched (for real) shipping notifications
  3. Data following launch of shipping  notifications up through last complete week.

Average daily sales order counts (source: Daily Booked Sales) provided as an index of overall business activity.

 

DEFINITIONS

  • "Pure" Avante transactions. Something that can only be done in Avante - 25 workflows (eg, NS made/outside buy, 111).
  • "Pure" web transactions -  Something that can only be done on the web and cannot be done in Avante (5 workflows - custom quote entry, 110; custom quote change, 120; convert quote, 130; price discrepancy, 260; launch web, 005 - we only track 005s when none of the preceding 4 types are done in a web session - these could be stock price checks, creation and sharing of stock carts, order status checks, etc. ). PLUS  stock orders (030). These should be done on the web, and most probably are, but need to be footnoted because, technically, they can still be done in Avante. When done from the web, it is automatically tracked as a workflow, but the workflow count could include a small number of Avante workflows.
  • Web or Avante ? - something that can be done on the web or in Avante, and may manually be tracked as a workflow from the web if the rep chooses. (Typically when something that started out on the web is put on hold.) There are 9 of this type of workflow. These workflow counts may include some web transactions, but more likely they were Avante transactions? (For example, check order status, stock check, price check, etc.)
  • Last but not least - what is not being tracked here?
    According to anonymous sources (who may have their biases), CE reps still bypass workflows to do things like provide pricing, check order status, etc. - in spite of improvements to the Avante bill to lookup process, and in spite of training.  I do not know how widespread this is.

 

II. Have shipping notifications had an impact on use of Avante for checking order status?

Hard to say. Again, “After” below is after the real launch of shipping notifications. The training may have had the most impact (period following training in center column)  Then again, we have no idea how many times CE is bypassing workflows in Avante to provide order status to customers who still call in (or who, unbeknownst to them, are not receiving them).

 

 

Price discrepancies

Here are price discrepancy emails sent (since we began tracking) and email links clicked; note, we did not begin tracking the clicks until mid-March. Orders with price discrepancies are also automatically tracked  as workflows in Avante. The Avante number is about 20% higher overall. I am looking into to that.

 

  

Clicks

Date

Sent

Approve

Cancel

2/24/2016

1

  

2/25/2016

5

  

2/26/2016

5

  

2/29/2016

5

  

3/1/2016

1

  

3/3/2016

4

  

3/4/2016

3

  

3/7/2016

3

  

3/8/2016

2

  

3/9/2016

5

  

3/10/2016

3

  

3/11/2016

3

  

3/14/2016

4

  

3/15/2016

1

  

3/16/2016

2

1

0

3/17/2016

4

1

0

3/18/2016

4

0

0

3/21/2016

4

2

0

3/22/2016

5

2

0

3/23/2016

7

5

0

3/24/2016

4

0

0

3/25/2016

5

2

0

3/28/2016

5

4

0

3/29/2016

4

2

0

3/30/2016

8

5

0

3/31/2016

2

2

0

4/1/2016

4

0

0

4/2/2016

0

2

0

4/4/2016

2

3

0

4/5/2016

8

3

0

4/6/2016

6

4

1

4/7/2016

6

0

0

4/8/2016

7

0

0

4/11/2016

3

0

0