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Lecture presented at Lehigh University on 10/29/13.
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$X.99 per Month An introduction to the method and madness that underlies subscription pricing
Presented by: Brent Chudoba, SurveyMonkey Lehigh University: Principles of Marketing – MKT 111 OCTOBER 29, 2013
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• VP, GM of SurveyMonkey Audience • @SurveyMonkey since Apr. ’09 • Previously:
- Private Equity: Spectrum Equity Investors - Investment Banking: Piper Jaffray
@bchudoba brentchudoba.com in/brentchudoba
Hi, I’m Brent
Presentation goals
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Goals
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• Introduce several common pricing examples, discuss embedded marketing themes
• Discuss LTV (Lifetime Value), how it's used in practice and how tightly it connects to pricing
• Show how price points and and subscription terms interact with marketing and business goals
Scope
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• The content is focused on B2C (business to consumer) and B2B (business to business) subscription models - Dealing largely with lower priced offerings
• Out of scope: lots of things - International, licensed models, high value contracts,
services, auction pricing, price testing inventory constraints…
- We are only scratching the surface of pricing considerations in the following material
DIRECTV What can you infer about DIRECTV’s marketing goals from the following page?
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Packages 1 and 5 may be used as bookends, guiding people to packages 2,3,4
Avg. customer price probably around $70, avg. lifetime at least 2 years (LTV >=$1,700); CAC tolerance of $200 or more for a new paid customer
Disclaimer: Comments and estimates and are to be used for example/discussion purposes only. Estimations may be inaccurate.
This is where they want you, middle package, most popular
Spotify What can you infer about Spotify’s marketing goals from the following page?
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They are really trying to drive to this package w/ a badge and a different color CTA
Using images to show the major differences, which is device portability, extremely helpful cue
This is a freemium product, if I downgrade I revert to free
SurveyMonkey What can you infer about SurveyMonkey’s marketing goals from the following page?
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They want me here, “most popular” badge and “Gold” naming convention implies best of breed with minimal price increase
These are annual packages, but displayed with per month pricing, with one option for monthly billing
Marketing metrics
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WTA?!? What the acronym?
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I overhear conversations like this every day… Marketing: “This test failed, the LTV impact was too negative despite a higher AOV.“
Exec: “But first period churn may be better given the source, and with the higher AOV and ARPU, the LTR is going to look better.” Marketing: “The main AOV impact was related to higher conversion because of the source mix, but that also means CAC is higher for these users so LTV will be lower.”
Exec: “Ah, gotcha. Makes total sense, let’s keep testing.”
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But the acronyms and jargon are pretty important
• There are about a dozen inputs that go into many of the spend calculations for marketers
• Most businesses rely heavily on core metrics that allow them to gauge performance
• Advice: when you hear a metric you don’t understand, raise your hand, figure out what it means…
LTV (Lifetime Value) A metric that matters more than most for a subscription business
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LTV: Lifetime Value
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AKA: CLV (Customer Lifetime Value) AKA: The godfather of all metrics • Definition(1): a prediction of the net profit
attributed to the entire future relationship with a customer
• Formula:
(1) Source: http://en.wikipedia.org/wiki/Customer_lifetime_value
Calculating LTV
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Let’s start with with a simpler LTV calculation: • We are going to ignore discounting (time value of $), and
assume costs to acquire and supporting customers are negligible
LTV = Monthly ARPU * Average Customer Lifetime (in months) • ARPU = Average Revenue Per User (per month)
How much do you pay me per
month?
How long will you keep paying me?
Monthly ARPU
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Monthly ARPU
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How much do customers pay every month? • Netflix: $7.99 • Spotify: either $9.99 or $4.99 • SurveyMonkey: $17 or $25 or $65 For products with different package pricing or term discounts (annual vs. monthly pricing), you basically need to find the weighted average, or calculate each package type separately
Average customer lifetime
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Average customer lifetime
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How long do customers stick around? Method 1: Half life • Simple, but can grossly underestimate LTV Method 2: Sum of monthly retention % estimates • Accurate, but requires healthy historical data and/or good
assumptions These are just 2 of myriad ways to find avg. lifetime
Half life
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• Assuming stable churn rates (e.g., 5% per month), the average life time of a customer is when retention reaches 50% and half of customers have churned
• In the example below, right after month 13
0% 10% 20% 30% 40% 50% 60% 70% 80% 90%
100%
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36
Ret
entio
n R
ate
Month * The data used above is used for example/discussion purposes only.
Sum of retention
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• The sum of the area under a retention curve can estimate average retention • Useful with irregular churn patterns (e.g., high churn in early months) • In the example below, the sum of the first 36 months of retention percentages
is 13.4 months
0% 10% 20% 30% 40% 50% 60% 70% 80%
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36
Ret
entio
n R
ate
Month * The data used above is used for example/discussion purposes only.
LTV Calculation
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LTV = Monthly ARPU * Average Customer Lifetime (in months) Using examples from the previous sections: • If ARPU = $10/month • And Average Customer Lifetime = ~13 months
Then, LTV = $130 per new customer
Question: Why does LTV matter to a marketer?
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It often governs how a marketer spends their time and $ • If the marketing spends $140 on paid acquisition
channels (e.g., AdWords) to acquire a customer that is only going to generate $130 (using our prior example) in their lifetime, they will run out of money to spend very quickly, if they still have a job…
LTV can govern…
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• How much businesses are willing to spend to acquire a new customer
• Whether a business model can support having sales people
• What marketing channels are available (e.g., online, social, TV, radio)
• What areas in the customer lifecycle are the most important (acquisition, retention, engagement)
So where does pricing fit in to all of this?
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• Price is the 1 variable in the LTV equation that marketers and businesses have 100% control over
• So its one of the most important levers that marketing can use to achieve business goals - Initial price setting - Price testing - Packaging/bundling - Discounting - Upselling
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So if a LTV governs marketing and sales possibilities… And pricing is a key component of LTV… And higher prices correlate to higher LTVs… Why not just raise prices to the maximum that people would pay?
Price often impacts conversion
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• Price impacts conversion rates which impact revenue • Marketing needs to know what it is optimizing for: conversion or
revenue, or something else
0%
2%
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6%
8%
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12%
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$0
$10
$20
$30
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$1 $2 $3 $4 $5 $6 $7 $8 $9 $10 $11 $12 $13 $14 $15 $16 $17 $18 $19 $20
Con
vers
ion
Rat
e
Rev
enue
per
100
Vis
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Pricing
Revenue & Conversion Rate @ Various Prices
Revenue per 100 Visitors Conversion Rate
* The data used above is used for example/discussion purposes only.
Quick pricing detour Let’s look at how pricing changes can interplay w/ conversion and LTV
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Question: How many people have access to a Netflix subscription?
We surveyed 514 people and asked: Do you currently have access to an active Netflix subscription? • Yes • No • I don’t know
* The data used above is used for example/discussion purposes only.
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Question: How much does Netflix cost?
Survey Question: How much does Netflix cost per month? • $4.99 • $7.99 • $9.99 • $14.99 • I don’t know * The data used above is used for example/discussion purposes only. N=246
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Question: What would you do if Netflix raised its price to $9.99?
Survey Question (for those who answered $7.99 to the initial pricing question): What would you do if Netflix raised its price to $9.99 per month? • Nothing • Cancel my subscription • Move to a competitor • I don’t know • Other (please specify)
* The data used above is used for example/discussion purposes only. N=144
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Question: What would you do if Netflix raised its price to $14.99?
Survey Question (for those who answered $7.99 to the initial pricing question): What would you do if Netflix raised its price to $14.99 per month? • Nothing • Cancel my subscription • Move to a competitor • I don’t know • Other (please specify)
* The data used above is used for example/discussion purposes only. N=144
Netflix pricing considerations
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• On 10/21/13, Netflix reported that it added 1.3M net subscribers additions (new minus churned)
• Let’s assume it added 2M new subscribers and 700k cancelled, so 1.3M net additions
• And let’s use some estimates for our LTV variables - ARPU = $8/month - Average customer lifetime (months): 24
* The data used above is used for example/discussion purposes only.
LTV using current pricing
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• New customers: 2M • ARPU = $8/month • Average customer lifetime (months): 24 • LTV per user: $192 • Overall LTV = $384,000,000
* The data used above is used for example/discussion purposes only.
LTV using $9.99 pricing
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Assumptions: • Netflix does not increase pricing for existing customers (churn stays the
same) • The % of people who said they would cancel are a proxy for the % drop in
new user conversion • The conversion drop has no impact on avg. customer lifetime Updated metrics: • New customers: 1.3M (2M * (100%-35%)) • ARPU = $10/month • Average customer lifetime (months): 24 • LTV per user: $240 (+25%) • Overall LTV = $309,984,000 (-19%)
* The data used above is used for example/discussion purposes only.
LTV using $14.99 pricing
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Assumptions: • Netflix does not increase pricing for existing customers (churn stays the
same) • The % of people who said they would cancel are a proxy for the % drop in
new user conversion • The conversion drop has an equal impact on lifetime Updated metrics: • New customers: 292k (2M * (100%-85%)) • ARPU = $15/month • Average customer lifetime (months): 24 • LTV per user: $360 (+88%) • Overall LTV = $105,048,000 (-73%)
* The data used above is used for example/discussion purposes only.
Scenario Review
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• $7.99: New customers: 2M, New customer LTV: $384M • $9.99: New customers: 1.M, New customer LTV: $310M • $14.99: New customers: 1.5M, New customer LTV: $105M
• My hypothesis before running the experiment was that LTV may actually be higher for the on of the higher priced scenarios (it wasn’t, which makes for a less difficult conclusion)
• With this example we see that individual user LTV must be combined with the impact of new user conversion
• And even if the higher price scenarios had provided higher overall LTV, we must answer questions like: - How do we feel about total subscriber count and overall user growth? - How do we factor in viral marketing from more happy customers? - How important is market share and competitors picking up more customers?
* The data used above is used for example/discussion purposes only.
Business goals help optimize pricing strategy
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What can pricing be optimized for?
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May optimize for: • Conversion
• Cash
• LTV (long term revenue)
• Profit
• Supply/Inventory mix
Business scenario:
• Boostrapped startup
• VC backed startup
• Established business
• Unknown CLV
• Physical product retailer
Price point implications
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Subscription term implications
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What’s your LTV? A peek into the complexity of a multi-product, multi-service calculation
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LTV can get really, really complex
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Does anyone have an iPhone?
How would Apple estimate your LTV? How valuable did you become to Apple when you bought an iPhone?
After your iPhone purchase, you became: • Much more likely to spend money on iTunes • Much more likely to buy a Mac, which makes you
- Much more likely to spend more money on iTunes - Much more likely to upgrade to the latest iPhone device within 1 year of
launch
• More likely to buy an iPad • Much more likely to upgrade to new versions of all these products…
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Thank you!
Appendix
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Survey respondent sourcing
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For the consumer survey about Netflix pricing in this presentation, we used SurveyMonkey Audience survey respondents • We surveyed 514 respondents on October 27-28, 2013
- Screening/skip logic was used, so not all respondents answered all questions
• This survey was conducted for example and discussion purposes • For more information on SurveyMonkey Audience
- SurveyMonkey Audience Overview video - SurveyMonkey Audience Help Center