Salsa Scoring

Preview:

DESCRIPTION

Quickly target your most engaged members by using Scoring to gather data on your supporters' activity -- the donations they've made, the events they've participated in, the e-actions they've taken -- into a single metric.

Citation preview

Salsa ScoringJason Zanon

jzanon@salsalabs.com

e=mc2

algorithm

Half-life

supporter_scoring_algorithm

threshold

MULTIPLIERS

exponential decay

data object

Scoring• Purpose of scoring• How to use scores• Why to use scores• Setting up Scoring• Questions?

“Who are my Super Activists?”

12 Write-Your Rep Actions

3 major conferences

… and two years’ worth of online donations

?

Measure your supporters’ overall engagement with one single metric that captures all their

many activities

(Optionally weighting the activities by the type of activity and its recency)

Scoring• Purpose of scoring• How to use scores• Why to use scores• Setting up Scoring• Questions?

How to Use Scores: Queries

Scoring• Purpose of scoring• How to use scores• Why to use scores• Scoring parameters• Questions?

List Segmentation: Targeting

High Action 27.4% open 6.7% click

Low Action

12.5% open 3.8% click

From http://www.slideshare.net/salsalabs/1sky-scoring-with-salsa

List Segmentation: Recruitment

High Actionsticker

Low Actionsticker

Low Actionno sticker

High Actionno sticker

From http://www.slideshare.net/salsalabs/1sky-scoring-with-salsa

List Segmentation: Recruitment

High Action sticker: 36 new names .65% conv.High Action no sticker: 30 new names .54%

conv. 20% difference between high action groups

Low Action sticker: 71 new names .13% conv.Low Action no sticker: 19 new names .03%

conv.273% difference between low action groups

From http://www.slideshare.net/salsalabs/1sky-scoring-with-salsa

Scoring• Purpose of scoring• How to use scores• Why to use scores• Setting up Scoring• Questions?

Adding the Scoring Package

Request the package at

support@salsalabs.com

Setting Up Scoring

Building a Scoring Algorithm

Building a Scoring Algorithm

You must add at least one Scoring Entry for an algorithm to generate any scores at all!

Building a Scoring Algorithm

• Documentation at

http://salsacommons.org/o/8001/p/salsa/web/wiki/public/?

reference=Scoring

Select a Data Object

• Donation• Supporter• Supporter Action• Supporter Event

• Event• Supporter My Donate Page

Building a Scoring Algorithm Entry

I. Multiplier

II. Expiration + Minimum

III. Half-Life

Scoring Algorithm Entry: Multiplier

Building a Scoring Algorithm Entry

I. Multiplier

II. Expiration + Minimum

III. Half-Life

Scoring Algorithm Entry: ExpirationActions expire 180 days after being taken

Scoring Algorithm Entry: MinimumActions expire 180 days after being taken with a minimum of 0.5

Building a Scoring Algorithm Entry

I. Multiplier

II. Expiration + Minimum

III. Half-Life

Scoring Algorithm Entry: Half-LifeActions have a 180-day half-life

Scoring Algorithm Entry: Half-Life with Minimum

Actions have a 180-day half-life with a minimum of 0.5

Scoring Algorithm Entry: Half-Life with Minimum and Expiration

Actions have 180-day half-life with an expiration of 365 days and minimum of 0.1

Building a Scoring Algorithm

Building a Scoring Algorithm

Scoring Algorithm Entry Variables

Combining Scoring Algorithm Entries into an Algorithm

Scoring• Purpose of scoring• How to use scores• Why to use scores• Setting up Scoring• Questions?

Recommended