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Delivering Real-Time Product Insight
A platform for Product Managers to learn what customers are
saying about their products and competition
Total # of interviews: 139
Rob
Rob did marketing
for one of the
most
sophisticated
online marketing
practitioners in
Europe.
He also worked
for Google in
Sales.
He was an NCAA
champion for the
Cal Rugby team
too.
Peter
Peter works with
computational
neural networks.
He also taught
himself Calculus
at age 13.
He enjoys juggling
too.
Anting
Anting built a
language
detection system
using NLP for
Yelp.
He also built
electricals for an
autonomous Mars
rover.
He likes to learn
something of
everything.
Babar
Babar worked
with designers
and developers to
build a platform to
organize group
travel.
He also built a
location-based
Twitter feed for
himself.
He argues about
Soccer Analytics.
3
1. The “Hierarchy of Pain”
2. When to Pivot?
3. Value of Getting Specific
a. How to test a hypothesis
b. Power of customer archetypes
Key Lessons Learned in 10 Weeks
Lesson 1: The Hierarchy of Pain
4
Ready to throw money
Attempted a solution
Looking for a solution
Is aware of problem
Has a problem
Where money is ->
(pupils dilating)
Where many
seemingly excited
customers actually are
What we used to think...
Customer Support
It’s a massive sector and currently sucks
Team
We’re pretty smart, have strong skills and interesting
technology
Hypothesis
We can automate repeatable queries. Of course customers
will love it...
ServiceX - Week 0
5
1. Large companies
with existing
customer support
teams who want to
increase efficiency.
2. SMBs with little to
no existing customer
service presence
who would like to
establish one at low
cost.
Use NLP and machine
learning to automate
the customer
experience workflow,
to increase the
efficiency of customer
experience consultants
by organizing contact
sources, and to
optimize customer
satisfaction by
providing additional
avenues to reach
support.
1. Conduct customer
interviews with
companies.
2. Train a model on
customer support
conversation data.
3. Build prototype.
1. Companies with
existing customer
support teams who
want to increase
efficiency.
2. Potentially other
providers in the
space with
infrastructure we
can leverage/act as
a complement to
1. Customer acquisition.
2. Computing.
SaaS subscriptions: charge companies based on
their size.
Initially, social media,
specifically Twitter.
Other platforms and
other channels can
follow later.
Dataset of customer
service interactions
(need quality and
quantity).
1
3
4 2
We provide a SaaS
product that is
standalone or that
interfaces with an
existing CRM.
6
7
89
Business Model Canvas in Week 1
Week One MVP: Automating Hootsuite
7
MVP Week 1: Supercharging Social
“Time spent answering repeated queries is painful
but Zendesk has some pretty neat DIY functionality
that we have been using as a ‘Hack’ to mitigate this”
- Stacey, Customer Support Manager at Consumer
Application with > 50MAU
8
MVP Week 1: Supercharging Social
Lesson 1: The Hierarchy of Pain
9
Ready to throw money
Attempted a solution
Looking for a solution
Is aware of problem
Has a problem
Where money is ->
(pupils dilating)
Where many
seemingly excited
customers actually are
10
Lesson 2: When to Pivot?
11
Business Model Canvas in Week 5
Automating Product Management Tools
12
MVP Week 4: Product Management
Tools
13
Lesson 2: When to Pivot?
14
Lesson 3: What is a Hypothesis? Be Specific
Business Model Canvas in Week 6
15
Customer Segments Hypotheses - “People at
Companies” vs. UX Researcher
“Core Product Team”
● Product Manager
● UX Researcher
● Product Marketing Manager (Customer Advocate)
● Engineering Lead
● Customer Applications Engineer
Hypothesis Status: Validated
C-Level Executives
Hypothesis Status: Inconclusive
Investors
Hypothesis Status: Inconclusive
16
Lesson 3: Power of Customer
Archetype
17
18
UX researcher within the product group at a
leading consumer drone manufacturer
To learn about her customers, Jenny:
- Reads drone hobbyist forums online
- Prepares customer surveys and collate results
- Prepares weekly reports for the company, with
key customer metrics and customer quotes
- Reports to her boss “Jeremy” with actionable summaries of customer
feedback and metrics
Customer Archetype - “Jenny”
The Net Promoter Score (NPS)
NPS is the gold-standard of pre-social media times
But NPS is still the metric that Jenny cares most about.
Companies cannot calculate real-time NPS, and struggle to gather statistically
significant results.
20
Jenny’s Current Pain
21
MVP Week 10: Real-Time Insight
22
Lesson 3: Power of Customer
Archetype
What’s Next?

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Service x berkeley 2015

  • 1. Delivering Real-Time Product Insight A platform for Product Managers to learn what customers are saying about their products and competition Total # of interviews: 139
  • 2. Rob Rob did marketing for one of the most sophisticated online marketing practitioners in Europe. He also worked for Google in Sales. He was an NCAA champion for the Cal Rugby team too. Peter Peter works with computational neural networks. He also taught himself Calculus at age 13. He enjoys juggling too. Anting Anting built a language detection system using NLP for Yelp. He also built electricals for an autonomous Mars rover. He likes to learn something of everything. Babar Babar worked with designers and developers to build a platform to organize group travel. He also built a location-based Twitter feed for himself. He argues about Soccer Analytics.
  • 3. 3 1. The “Hierarchy of Pain” 2. When to Pivot? 3. Value of Getting Specific a. How to test a hypothesis b. Power of customer archetypes Key Lessons Learned in 10 Weeks
  • 4. Lesson 1: The Hierarchy of Pain 4 Ready to throw money Attempted a solution Looking for a solution Is aware of problem Has a problem Where money is -> (pupils dilating) Where many seemingly excited customers actually are
  • 5. What we used to think... Customer Support It’s a massive sector and currently sucks Team We’re pretty smart, have strong skills and interesting technology Hypothesis We can automate repeatable queries. Of course customers will love it... ServiceX - Week 0
  • 6. 5 1. Large companies with existing customer support teams who want to increase efficiency. 2. SMBs with little to no existing customer service presence who would like to establish one at low cost. Use NLP and machine learning to automate the customer experience workflow, to increase the efficiency of customer experience consultants by organizing contact sources, and to optimize customer satisfaction by providing additional avenues to reach support. 1. Conduct customer interviews with companies. 2. Train a model on customer support conversation data. 3. Build prototype. 1. Companies with existing customer support teams who want to increase efficiency. 2. Potentially other providers in the space with infrastructure we can leverage/act as a complement to 1. Customer acquisition. 2. Computing. SaaS subscriptions: charge companies based on their size. Initially, social media, specifically Twitter. Other platforms and other channels can follow later. Dataset of customer service interactions (need quality and quantity). 1 3 4 2 We provide a SaaS product that is standalone or that interfaces with an existing CRM. 6 7 89 Business Model Canvas in Week 1
  • 7. Week One MVP: Automating Hootsuite 7 MVP Week 1: Supercharging Social
  • 8. “Time spent answering repeated queries is painful but Zendesk has some pretty neat DIY functionality that we have been using as a ‘Hack’ to mitigate this” - Stacey, Customer Support Manager at Consumer Application with > 50MAU 8 MVP Week 1: Supercharging Social
  • 9. Lesson 1: The Hierarchy of Pain 9 Ready to throw money Attempted a solution Looking for a solution Is aware of problem Has a problem Where money is -> (pupils dilating) Where many seemingly excited customers actually are
  • 10. 10 Lesson 2: When to Pivot?
  • 12. Automating Product Management Tools 12 MVP Week 4: Product Management Tools
  • 13. 13 Lesson 2: When to Pivot?
  • 14. 14 Lesson 3: What is a Hypothesis? Be Specific
  • 15. Business Model Canvas in Week 6 15
  • 16. Customer Segments Hypotheses - “People at Companies” vs. UX Researcher “Core Product Team” ● Product Manager ● UX Researcher ● Product Marketing Manager (Customer Advocate) ● Engineering Lead ● Customer Applications Engineer Hypothesis Status: Validated C-Level Executives Hypothesis Status: Inconclusive Investors Hypothesis Status: Inconclusive 16
  • 17. Lesson 3: Power of Customer Archetype 17
  • 18. 18 UX researcher within the product group at a leading consumer drone manufacturer To learn about her customers, Jenny: - Reads drone hobbyist forums online - Prepares customer surveys and collate results - Prepares weekly reports for the company, with key customer metrics and customer quotes - Reports to her boss “Jeremy” with actionable summaries of customer feedback and metrics Customer Archetype - “Jenny”
  • 19. The Net Promoter Score (NPS) NPS is the gold-standard of pre-social media times But NPS is still the metric that Jenny cares most about. Companies cannot calculate real-time NPS, and struggle to gather statistically significant results.
  • 21. 21 MVP Week 10: Real-Time Insight
  • 22. 22 Lesson 3: Power of Customer Archetype