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January 2015
Insights from the mFarmer initiative
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January 2015
Insights from the mFarmer initiative
Sharing Insights from the mFarmer Initiative
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GSMA mFarmer grantees
Grantee Country Service name Services currently offered Channels Number of users
Tanzania Tigo Kilimo
Agronomy tips
1-5 day weather forecasts
Market prices
• USSD (pull)
• SMS subscription
(push)
• IVR (pull)
• Helpline (pull)
~ 390,000
Kenya Airtel Kilimo
Agronomy tips
1 day weather forecasts
• SMS subscription
(push) / USSD/chat
application
~ 15,000
Mali Sènèkèla
Agronomy tips
Weather forecasts
Market prices
• USSD (pull)
• Helpline (pull)
~ 150,000
India mKisan
Agronomy and livestock tips
Weather forecasts
Market prices
Non-agri content – health,
educational, finance
• SMS subscription
(push)
• IVR (pull)
• Call centre (pull)
~ 840,000
Let’s define adoption
A potential customer …. Discovers the service
through marketing…
Registers/ subscribes/
trials the service…
Trusts and uses as a
regular source of
agricultural information
Unaware Aware Engage Adopt
The majority of these markets are still untapped
Reaching scale
~ 2% of addressable market are the
user base for these services
~ 98% of addressable market
have not tried the services*
*(range: 0.1 - 4.7% reach into addressable market based on number of smallholder farmers, local teledensity)
Unaware Aware Engage Adopt
Are users adopting the service?
User base quality
Unaware Aware Engage Adopt
~ 79% of the user
base*
* (range: 19 – 81% of the user base have registered, subscribed or trialled the service)
** (range: 19 – 81% of the user base have used a service multiple times)
~ 21% of the user
base**
using the tools of the trade
Marketing
How do you inform new users,
and remind lapsed users,
about the service?
Value proposition
What is the service offering?
How will the offering add value
for users?
Usability
How easy is it for the user to
get to the offering?
Encouraging adoption and scale
Understanding user needs Value
proposition
Unaware Aware Engage Adopt
Value proposition
Content must be
Actionable, relevant and timely
Unaware Aware Engage Adopt
Value proposition
What content is popular? Value proposition
Unaware Aware Engage Adopt
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Q3 2013 Q4 2013 Q1 2014 Q2 2014 Q3 2014
Quarterly accesses (content only) to all IVR
categories
Weather Advisory
News/Alerts
Market Prices
Livestock Advisory
Crops Advisory
What content is popular? Value proposition
Unaware Aware Engage Adopt
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Q3 2013 Q4 2013 Q1 2014 Q2 2014 Q3 2014
Crop stage accesses per quarter
Harvest
Emergency
Grow
Plan
58% 63% 59%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Repeat users Trial users All users
Livestock content accesses
Outputs
Disease
Care
Breeding
What content is actionable? Value proposition
Unaware Aware Engage Adopt
52%
37%
2%
1%
9%
Customers reporting behaviour change by
category
Agronomy
Livestock
Market prices
Weather
No change
33%
29%
10%
8%
9%
2% 9%
Benefits reported
Better harvest
Better income or prices
from crop sale
Better prediction of
weather
Less damage from pests
and disease
More knowledge about
improved seed varieties
Other benefit
No benefit
What content is popular? Value proposition
Unaware Aware Engage Adopt
0%
10%
20%
30%
40%
50%
60%
Q4 2012 Q1 2013 Q2 2013 Q3 2013 Q4 2013 Q1 2014 Q2 2014 Q3 2014
%requestsforeachservicepermonth
Most requested content each month since service launch (USSD and IVR channels)
Agronomy tips Market prices Weather
Show them what you know
Unaware Aware Engage Adopt
Value proposition
Users need to understand the value of the service to adopt it
0
20000
40000
60000
80000
100000
120000
140000
160000
180000
OCT NOV DEC JAN FEB MAR APR MAY JUN JUL AUG SEP OCT NOV DEC JAN FEB MAR APR MAY JUN JUL AUG SEP
2012 2013 2014
USSD IVR Subscription packs
Users like to try before they buy
Servicefreeofcharge
Service uptake for Tigo Kilimo increased when the service is offered for free –
the user base grew exponentially (from 32,000 to 320,000 in 6 months)
Unaware Aware Engage Adopt
Value proposition
Will customers pay?
0%
10%
20%
30%
40%
50%
60%
The service should be free Less than 1000 Tsh
(< 0.6 USD)
1000 - 2000 Tsh
(0.6-1.2 USD)
3000 - 5000 Tsh
(1.8 - 3.0 USD)
More than 5000 Tsh
(> 3 USD)
80% of surveyed Tigo users who have tried the
service said they would pay for it
Unaware Aware Engage Adopt
Value proposition
What makes a user value a service?
• Ask them!
• Choose relevant and actionable content for your target market
• A freemium model to give users a taste of the service
• A pricing scheme which the user understands and feels is good
value
• Marketing which relates the value of the service through story-
telling
USSD/SMS services present a barrier to illiterate users
Think about the channels you offer
0%
10%
20%
30%
40%
50%
60%
70%
80%
Tanzania (2010) Kenya (2007) Mali (2011) India (2006)
Adult literacy rate (World Databank)
Unaware Aware Engage Adopt
Usability
Timeout is a major problem
USSD
00:00:00 00:02:30 00:05:00 00:07:30 00:10:00 00:12:30 00:15:00
User registration
Average USSD timeout
Average time to register
Average number of keystrokes: 41
Average number of timeouts: 4.5
00:00:00 00:02:30 00:05:00 00:07:30 00:10:00 00:12:30 00:15:00
Searching for market price, weather and agronomy information
Average USSD timeout
Average time to access information
Average number of keystrokes: 114
Average number of timeouts: 2
Unaware Aware Engage Adopt
Usability
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Menu 1 Menu 2 Menu 3 Menu 4
Users faced with a menu (USSD, IVR)
should browse as few sub-menus as possible
Unaware Aware Engage Adopt
Usability
Identify through usage analysis and user testing
Service design issues
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Q2 Q3 Q4 Q5 Q6 Q7 Q8
USSD channel – service improvements since launch
Delivered Service issue User issue
Unaware Aware Engage Adopt
Usability
the content users reach
Service design influences
Unaware Aware Engage Adopt
Usability
Can provide great value – but not scalable
Helplines
“
”
I never got an opportunity to have a
direct conversation with the experts. It
never happened.
0
100
200
300
400
500
600
700
800
Nov-13 Dec-13 Jan-14 Feb-14 Mar-14 Apr-14 May-14 Jun-14 Jul-14
Helpline use
Active users Total number of calls Number of successful calls
Unaware Aware Engage Adopt
Usability
I talked to an expert from mKisan about
blight control in potato, because my crop
was affected by it. The potatoes were not
forming properly under the plant. It
reduced my potato production
significantly… The expert told me to use
Zed-78. It is a fungicide. It helped in
protecting my plant.
What makes a service usable?
• Choose channels which are appropriate for your target audience
• Remember the limits your technologies when designing your service
• Keep menus short by personalising the service as much as possible
• Test your service with users to ensure they are able to find what they’re
searching for
• Helplines can deliver great value, but need to be carefully positioned
due to high costs
Unaware Aware Engage Adopt
along the customer journey
Four stage marketing strategy
Education
stage: teaching the
audience how to use
the product they have
heard about
• Face to face
campaigns
• Leaflets, posters,
TV/ radio/
newspaper
advertorials
Awareness
stage: teaching the
users that phones do
more than make calls.
Communicating little
information, raising
interest.
• Face to face
campaigns (e.g. at
farmers fairs)
• National campaigns
(e.g. TV, radio)
Life cycle
management:
keep people on the
service and make
them ambassadors
• Bundles
• Deals
• Loyalty rewards
• Methods of viral
marketing
Trial stage:
once you have a user
base, keep them
engaged
• Freemium models
• SMS, OBD
Use a combination of marketing methods for different stages of the process
Marketing
Raising awareness
0
10000
20000
30000
40000
50000
60000
70000
80000
90000
w27 w28 w29 w30 w31
Successful USSD queries and radio spots
July 2014
USSD successfull queries Radio spots
using targeted campaigns
Unaware Aware Engage Adopt
Marketing
Education
69%
61%
18%
21%
13% 17%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
SMS blast Marketing event
Users generated by two marketing campaigns
Non-user Trial user Repeat users
Unaware Aware Engage Adopt
Marketing
Trial and use
Methods: Blast SMS/USSD attach/OBD
0
50
100
150
200
250
Days
Days till first time access of the service
Unaware Aware Engage Adopt
Marketing
Brand ambassadors
Unaware Aware Engage Adopt
Marketing
55% 60%
18%
17%
27% 23%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
RAF users User base
Registered non-user Trial users Repeat users
What marketing methods acquire
quality customers?
A scheduled blend of marketing methods:
• Well researched traditional marketing
• A trained and properly incentivised agent workforce to educate users
• Partnering with an organisation who already has agents and farmer groups in
the right areas
• Complementary SMS/USSD/OBD marketing to engaged lapsed customers
• Recruit brand ambassadors who will evangelise the service for low costs
mAgri resources:
http://www.gsma.com/magri/
mAgri deployment tracker update

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Webinar: Insights from the mFarmer initiative

  • 1. January 2015 Insights from the mFarmer initiative We’re just waiting for participants to dial in and we’ll start the webinar shortly. Please use the call back function to dial in to the webinar. This should appear as a pop up box, which invites you to share your phone number to receive a free call back that automatically joins you to the webinar audio.
  • 2. January 2015 Insights from the mFarmer initiative
  • 3. Sharing Insights from the mFarmer Initiative Housekeeping: Please use the call back function to dial in to the webinar. This should appear as a pop up box, which invites you to share your phone number to receive a free call back that automatically joins you to the webinar audio. To ensure a clear line for everyone, all participant lines will be muted. Please ensure you DO NOT UNMUTE your line. Please feel free to send any questions as a private message to Emma Nielsen– this can be done at any time via the chat function. Questions will be answered during the Q&A following each presentation section.
  • 4. GSMA mFarmer grantees Grantee Country Service name Services currently offered Channels Number of users Tanzania Tigo Kilimo Agronomy tips 1-5 day weather forecasts Market prices • USSD (pull) • SMS subscription (push) • IVR (pull) • Helpline (pull) ~ 390,000 Kenya Airtel Kilimo Agronomy tips 1 day weather forecasts • SMS subscription (push) / USSD/chat application ~ 15,000 Mali Sènèkèla Agronomy tips Weather forecasts Market prices • USSD (pull) • Helpline (pull) ~ 150,000 India mKisan Agronomy and livestock tips Weather forecasts Market prices Non-agri content – health, educational, finance • SMS subscription (push) • IVR (pull) • Call centre (pull) ~ 840,000
  • 5. Let’s define adoption A potential customer …. Discovers the service through marketing… Registers/ subscribes/ trials the service… Trusts and uses as a regular source of agricultural information Unaware Aware Engage Adopt
  • 6. The majority of these markets are still untapped Reaching scale ~ 2% of addressable market are the user base for these services ~ 98% of addressable market have not tried the services* *(range: 0.1 - 4.7% reach into addressable market based on number of smallholder farmers, local teledensity) Unaware Aware Engage Adopt
  • 7. Are users adopting the service? User base quality Unaware Aware Engage Adopt ~ 79% of the user base* * (range: 19 – 81% of the user base have registered, subscribed or trialled the service) ** (range: 19 – 81% of the user base have used a service multiple times) ~ 21% of the user base**
  • 8. using the tools of the trade Marketing How do you inform new users, and remind lapsed users, about the service? Value proposition What is the service offering? How will the offering add value for users? Usability How easy is it for the user to get to the offering? Encouraging adoption and scale
  • 9. Understanding user needs Value proposition Unaware Aware Engage Adopt Value proposition
  • 10. Content must be Actionable, relevant and timely Unaware Aware Engage Adopt Value proposition
  • 11. What content is popular? Value proposition Unaware Aware Engage Adopt 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Q3 2013 Q4 2013 Q1 2014 Q2 2014 Q3 2014 Quarterly accesses (content only) to all IVR categories Weather Advisory News/Alerts Market Prices Livestock Advisory Crops Advisory
  • 12. What content is popular? Value proposition Unaware Aware Engage Adopt 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Q3 2013 Q4 2013 Q1 2014 Q2 2014 Q3 2014 Crop stage accesses per quarter Harvest Emergency Grow Plan 58% 63% 59% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Repeat users Trial users All users Livestock content accesses Outputs Disease Care Breeding
  • 13. What content is actionable? Value proposition Unaware Aware Engage Adopt 52% 37% 2% 1% 9% Customers reporting behaviour change by category Agronomy Livestock Market prices Weather No change 33% 29% 10% 8% 9% 2% 9% Benefits reported Better harvest Better income or prices from crop sale Better prediction of weather Less damage from pests and disease More knowledge about improved seed varieties Other benefit No benefit
  • 14. What content is popular? Value proposition Unaware Aware Engage Adopt 0% 10% 20% 30% 40% 50% 60% Q4 2012 Q1 2013 Q2 2013 Q3 2013 Q4 2013 Q1 2014 Q2 2014 Q3 2014 %requestsforeachservicepermonth Most requested content each month since service launch (USSD and IVR channels) Agronomy tips Market prices Weather
  • 15. Show them what you know Unaware Aware Engage Adopt Value proposition Users need to understand the value of the service to adopt it
  • 16. 0 20000 40000 60000 80000 100000 120000 140000 160000 180000 OCT NOV DEC JAN FEB MAR APR MAY JUN JUL AUG SEP OCT NOV DEC JAN FEB MAR APR MAY JUN JUL AUG SEP 2012 2013 2014 USSD IVR Subscription packs Users like to try before they buy Servicefreeofcharge Service uptake for Tigo Kilimo increased when the service is offered for free – the user base grew exponentially (from 32,000 to 320,000 in 6 months) Unaware Aware Engage Adopt Value proposition
  • 17. Will customers pay? 0% 10% 20% 30% 40% 50% 60% The service should be free Less than 1000 Tsh (< 0.6 USD) 1000 - 2000 Tsh (0.6-1.2 USD) 3000 - 5000 Tsh (1.8 - 3.0 USD) More than 5000 Tsh (> 3 USD) 80% of surveyed Tigo users who have tried the service said they would pay for it Unaware Aware Engage Adopt Value proposition
  • 18. What makes a user value a service? • Ask them! • Choose relevant and actionable content for your target market • A freemium model to give users a taste of the service • A pricing scheme which the user understands and feels is good value • Marketing which relates the value of the service through story- telling
  • 19. USSD/SMS services present a barrier to illiterate users Think about the channels you offer 0% 10% 20% 30% 40% 50% 60% 70% 80% Tanzania (2010) Kenya (2007) Mali (2011) India (2006) Adult literacy rate (World Databank) Unaware Aware Engage Adopt Usability
  • 20. Timeout is a major problem USSD 00:00:00 00:02:30 00:05:00 00:07:30 00:10:00 00:12:30 00:15:00 User registration Average USSD timeout Average time to register Average number of keystrokes: 41 Average number of timeouts: 4.5 00:00:00 00:02:30 00:05:00 00:07:30 00:10:00 00:12:30 00:15:00 Searching for market price, weather and agronomy information Average USSD timeout Average time to access information Average number of keystrokes: 114 Average number of timeouts: 2 Unaware Aware Engage Adopt Usability
  • 21. 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Menu 1 Menu 2 Menu 3 Menu 4 Users faced with a menu (USSD, IVR) should browse as few sub-menus as possible Unaware Aware Engage Adopt Usability
  • 22. Identify through usage analysis and user testing Service design issues 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Q2 Q3 Q4 Q5 Q6 Q7 Q8 USSD channel – service improvements since launch Delivered Service issue User issue Unaware Aware Engage Adopt Usability
  • 23. the content users reach Service design influences Unaware Aware Engage Adopt Usability
  • 24. Can provide great value – but not scalable Helplines “ ” I never got an opportunity to have a direct conversation with the experts. It never happened. 0 100 200 300 400 500 600 700 800 Nov-13 Dec-13 Jan-14 Feb-14 Mar-14 Apr-14 May-14 Jun-14 Jul-14 Helpline use Active users Total number of calls Number of successful calls Unaware Aware Engage Adopt Usability I talked to an expert from mKisan about blight control in potato, because my crop was affected by it. The potatoes were not forming properly under the plant. It reduced my potato production significantly… The expert told me to use Zed-78. It is a fungicide. It helped in protecting my plant.
  • 25. What makes a service usable? • Choose channels which are appropriate for your target audience • Remember the limits your technologies when designing your service • Keep menus short by personalising the service as much as possible • Test your service with users to ensure they are able to find what they’re searching for • Helplines can deliver great value, but need to be carefully positioned due to high costs
  • 26. Unaware Aware Engage Adopt along the customer journey Four stage marketing strategy Education stage: teaching the audience how to use the product they have heard about • Face to face campaigns • Leaflets, posters, TV/ radio/ newspaper advertorials Awareness stage: teaching the users that phones do more than make calls. Communicating little information, raising interest. • Face to face campaigns (e.g. at farmers fairs) • National campaigns (e.g. TV, radio) Life cycle management: keep people on the service and make them ambassadors • Bundles • Deals • Loyalty rewards • Methods of viral marketing Trial stage: once you have a user base, keep them engaged • Freemium models • SMS, OBD Use a combination of marketing methods for different stages of the process Marketing
  • 27. Raising awareness 0 10000 20000 30000 40000 50000 60000 70000 80000 90000 w27 w28 w29 w30 w31 Successful USSD queries and radio spots July 2014 USSD successfull queries Radio spots using targeted campaigns Unaware Aware Engage Adopt Marketing
  • 28. Education 69% 61% 18% 21% 13% 17% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% SMS blast Marketing event Users generated by two marketing campaigns Non-user Trial user Repeat users Unaware Aware Engage Adopt Marketing
  • 29. Trial and use Methods: Blast SMS/USSD attach/OBD 0 50 100 150 200 250 Days Days till first time access of the service Unaware Aware Engage Adopt Marketing
  • 30. Brand ambassadors Unaware Aware Engage Adopt Marketing 55% 60% 18% 17% 27% 23% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% RAF users User base Registered non-user Trial users Repeat users
  • 31. What marketing methods acquire quality customers? A scheduled blend of marketing methods: • Well researched traditional marketing • A trained and properly incentivised agent workforce to educate users • Partnering with an organisation who already has agents and farmer groups in the right areas • Complementary SMS/USSD/OBD marketing to engaged lapsed customers • Recruit brand ambassadors who will evangelise the service for low costs