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using segmentation to drive value and learning ANN

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using segmentation to drive value and learning

ANN

BRAND CONTEXT

clinics appeal – working across teams

• Narrowcast to broadcast– Meeting needs of core audience– Finding hooks for new audiences

• Multiple ways into the story• Introducing direct response and

communications segmentations to each other!

• Improving fundraising integration across audiences

2010

Individual Giving Targeting Mass & Bangladeshi Communities

Baby Nirob, 10 weeks old suffering from severe diarrhoea and wheezing with every breath

Acquiring Supporters Existing Supporters

Radio (Bid for spots)AbsoluteSmooth Premier Christian RadioSunrise Radio (Asian Community radio)

DRTVIncluding Bangladeshi stationsChannel SChannel OneN TV

OutdoorSE Trains (Bangladeshi areas)Buses (Bangladeshi areas)e.g. Tower Hamlets, Leicester, LutonBanne

rsCold Mail

To 300k

Press ads and Inserts

(Payment by results)

(Inserts media free)

Mailings

Email journey

SMS

Supporter journeys for responders

Including legacy asks

Thank you Campaigning ask

Minimum target £300k Stretch target £450k

Shopping centresFace to face £5 SMS to buy a brick

Community giving

AMYA ChallengeAsian youth group bucket

collections

Pilots – new audiences Existing Supporters

Nursery ChallengeSponsorship for nursery children to dress up as what they want to be

Curry Life Magazine targeting restaurant trade

a) Run a curry night b) Put £1 on the bill c) donate tips

for a week

Collections and House to House

Baking – Cakes!

Retail

Raffles, Collections,

Tombola

Branch Activity Tea Parties, Coffee

Mornings, Frog Races!

• Activate 9,000 volunteers• Collections• Events

Minimum target £200k Stretch target £350k

Corporate

IKEA Collections in 3 Stores

Hammerson6 Collections e.g. Bull

Ring

ArsenalTarget supporters, banners on their website, in match

programme 5th May

Reckitt Benckiser Gifts in kind to the

clinics e.g. condoms, cleaning productsMatch funding for

blogging.

Groupon

Minimum target - Stretch target £50k

PR and Celebs

Myleene Klass Challenge

7 Clinics 7 UK Cities

Helicopter

Campaign highlights

Myleene PR

Reach 10,500,000 (estimated so far). Including ITV Lunchtime news, Daily Mirror, Daily Mail, Hello, Metro, Woman Magazine

Outdoor results

Radio results

Face to face

Legacy Pledges

Blogger Conference

I want to be

Venue collections

Volunteer trip PR

Above the line ad

Supporter Feedback

I just made a donation after seeing the excellent report from Myleene Klass on the ITV news.

I made a donation, I lived in the next village to where Nirob lives, so this appeal really touched my heart.

I saw the picture of Nirob on the envelope, I fell in love with him.

House to house income was up 50% [owing to] higher profile and having a specific theme with a pamphlet to give out.

Legacy pipeline – using data to uncover value

• Warm donor audience = core target– Drip feed in supporter journey inefficient– Moving beyond pledger status and age

• Data and insight driven approach• Consistent cycle of identification and

cultivation• Proposition aligned with No Child Born to

Die

Legacy pipeline - Our model and approach

Our model and approach

Legacy supporter journey

Cost effective acquisition

Creating opportunities to consider

TM SCRIPT EXTRACT “Our Chief Executive, Justin Forsyth, has asked me to call today to find out what supporters like you think about gifts in wills. Even if it’s something you’d never consider doing, that’s still incredibly useful for us to know and will help us communicate with our supporters about gifts in wills in the most appropriate way. “

Optimising conversion

“Leave a life full of possibility

A few years ago you kindly completed a survey for us about leaving a gift in your will to Save the Children. We also sent you a guide to leaving a gift to us in your will, which I hope helped to give you some of the answers you were looking for.

Creating a will is one of the most important things anyone can do – it’s the legacy that you leave to the world. So I’m writing today to make sure that whenever you’re ready to take the next step, you have all the information you need to help you update your will.”

virtual giftsreinvigorating the goat

PROPENSITY MODELLING

• Classic RFV selections (Recency, Frequency, Value) get us most of the way there most of the time

• Can be more sophisticated in our targeting by bringing in other behavioural and demographic data

• Propensity model simply tells us:• Which factors are important• How important they are

– And avoids the need for 100s of split segments

THREE MODELS INTO TWO

Mail response propensity

Email response

propensity

Expected value (spend)

Predicted value of mail

response

Predicted value of email

response

Variables in the models

Mail model (6) Email model (7)

Wish List recency and frequency Wish List recency and frequency

Age Age

Regular Giving status Regular Giving status

Previous home shopper Previous home shopper

Cash giving recency (excl. Wish List)

Previous online Wish List buyer

Cash giving frequency (excl. Wish List)

Acquisition Source Channel

Sex

Wishlist virtual giving

• Offers a functional benefit– opportunity to activate non donors– digital targeting for new audience

• Cost base reduced and targeting improved– Makes space in annual calendar– Improves supporter experience

Visit the CharityComms website to view slides from our past

events, see what events we have coming up and to check out what

else we do. 

www.charitycomms.org.uk