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SaaS Network Effect: Companies Should Exploit Aggregate Data

September 21, 2009 Article by Lincoln Murphy

SaaS providers must understand the difference between consumers of their apps, producers of SaaS network effect data and how to monetize both.

network-effect-revenue-stream

ADP: A Case Study in Network Effects

A quick update for 2013: ADP now processes payroll payments for 1 in 6 American workers. Because of this massive “network effect” they’ve created, ADP has unprecedented, real-time visibility into America’s workforce; the ability to find answers in a way no large-scale poll could ever hope to achieve.

ADP recognized that, while there payroll processing services were valuable as a revenue stream, what made ADP super-valuable as an entity, was the network effect data and the ability to report on it in aggregate.

ADP is now the trusted source for US Employment Statistics and Trends, with Hiring Managers and HR departments, Media Outlets, and even Federal and State Governments hanging major hiring and policy decisions on what ADP says.

ADP isn’t a SaaS or Cloud company… ADP is a data company, and has used that to position themselves as not just a business resource for their customers, but an INVALUABLE resource to the United States of America.

Not a bad position to be in!

To Exploit or Not Exploit…

First of all, lets be very clear: its not exploitation and these revenue streams are not hidden.

SaaS network effect data (AKA data exhaust, aggregate application data, etc.) is based on the position of the SaaS vendor as a proxy in a multi-tenant environment and the value that is created by the network effect data can be quite significant when leveraged correctly; both for the vendor and the ecosystem.

Regarding SaaS network effect Data, as a SaaS provider, you should:

  1. Make sure your User Agreement is up-to-date and is clear about your intentions (see your legal department)
  2. Anonymize the data before leveraging it in aggregate
  3. Leverage the information as soon as it becomes actionable (critical mass is relative!)
  4. Understand that this is part of the trade-off that you get for managing infrastructure and operational burden for the clients
  5. Add value to the ecosystem when you leverage SaaS network effect data

The FUD of Exploitation

I realize that journalists or analysts attacking providers for “exploiting” SaaS network effect data are just spreading FUD to either push a personal agenda or – more likely – as link bait. Either way, I feel that I have to defend the rights of the SaaS vendor from these negative attacks, and maybe generate a bit of link bait myself.

Moreover, I also need to remind my clients, readers, and followers that these folks are just spreading FUD and that leveraging – not exploiting – SaaS network effect data, is potentially a critical piece of the value derived from being a SaaS vendor.

Many SaaS and Cloud vendors I’ve worked with have had that “ah-ha” moment when they realize for the first time they aren’t a technology company or a software vendor… they’re in the Data and Information business!

Always Add Value

Finally, I need to remind the users of SaaS that a credible, trustworthy vendor will leverage the SaaS network effect data in a way that provides value to you in a way you could never have expected from Legacy Software.

The problem with SaaS network effect data is that, just like SaaS itself, it is mis-understood. For example, too many SaaS vendors consider the de facto revenue model in SaaS to be monthly subscriptions, which is not only untrue, but limits the potential of the SaaS vendor substantially.

Selling Aggregate Data is Not New

In that same vein, most people think of “selling aggregate data” by a SaaS vendor as some sort of nefarious dumping of client-specific data to the highest bidder in a back-alley transaction. That is either an antiquated view, one that exemplifies the naiveté of the author, or worse…

It is not only common practice, but highly accepted, to leverage SaaS network effect data in these functional areas and market verticals:

  • Supply Chain Management
  • Financial / Banking / Credit Reporting
  • Healthcare
  • Entertainment (Music, Movies, TV, etc.)
  • Retail
  • Employment / Human Resources

Note the inclusion of Healthcare in there; an industry with tight privacy laws (not just industry suggestions, but laws).  All of these industries have been trading in data like this for years.

As a SaaS provider, you need to ensure you comply with the proper laws and industry governance and make the right ethical decisions, but anyone who makes a blanket statement that leveraging network effect data by a SaaS vendor is “exploitative” or otherwise inappropriate is simply trying to stir the pot by being “edgy” or is, even worse, incentivized to spread FUD.

This is so 2009

When I wrote this in 2009, most SaaS providers didn’t consider leveraging SaaS network effect data as a viable revenue stream, mostly because they didn’t understand what they had at their fingertips.

Companies coming to market in 2013 not only recognize the value in network effect data, but have taken advantage of the Big Data movement to build in the proper mechanisms to fully leverage what they have.

In fact, SaaS companies that came to market in 2009 (or earlier) and didn’t recognize this often failed to build into their system adequate data capture methods in the first place, which prevents them from leveraging network effect data in any meaningful way.

Now in 2013 they’re struggling to retrofit their architecture to take advantage of the network-centricity they’ve had for the past 5 years. If only they would have listened to me back then.

Embrace Network Effects Early

These are things that need to be considered during the early phases of product development, even if you won’t be able to fully monetize for a long time.

In fact, how long it will take to get to a point where you can derive revenue from SaaS network effect Data is something that is 100% unique to your business.

When I work with clients, I leverage our proprietary SaaS Revenue Matrix to get past the false notion of “critical mass” for SaaS network effect data value and get to the real story of how you can profit – literally and figuratively – from Network Effect data.

Let’s Grow Your SaaS Business

For immediate consultation and advice on leveraging Network Effect data to scale your SaaS business, schedule a 60-minute meeting with me via Clarity. If you feel a more involved engagement is required for me to help you, email me with the specifics of your situation (as much detail as you’re comfortable giving) and we’ll setup a meeting to work through the particulars.

– Lincoln

About Lincoln Murphy

I help you Maximize LTV! (1k+ clients, 10k+ pros trained)

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  • What Are The Best Customer Success KPIs?
  • You Can’t Solve Upstream Problems Down Stream
  • Customer Success is a Simple Concept (Don’t Overthink It)
  • Customer Success can’t fit into Existing Frameworks
  • Those aren’t Problems. Those are Customers!
  • Customer Onboarding Success Secret: Don’t Overwhelm Customers
  • A QBR is NOT Required for Customer Success
  • Customer Success: The Importance of User or Customer Onboarding
  • How to Define Roles in Customer Success Management
  • Customer Success: High/Low/No Touch Customer Segmentation
  • Customer Success: Incorporating High/Low/No Touch into Onboarding
  • Customer Success: How to help Salespeople with Customer Segmentation
  • Customer Success: Determining Which Customers on which to Focus
  • Customer Success: Who Should Handle Upsells?
  • Customer Success: How to Reset Mismanaged Expectations
  • Customer Success: Customer Engagement Across the Entire Lifecycle
  • How to Increase Customer Lifetime Value (LTV)
  • The True Cost of Meetings in Customer Success Management
  • Meetings as a Customer Success Metric: The Misguided Path
  • No Goals, No Customer Success: Unlocking the Power of the Goal Discovery Framework
  • Revenue Roadblocks: How We’re Sabotaging Our Own Growth
  • Good Fit vs. Bad Fit vs. Ideal Customers: The Key to Unlocking Sustainable Growth
  • Opt-In vs. Opt-Out Trials: The Hidden Impact on Customer Retention and Success
  • From Transactions to Relationships: Unleashing Customer Potential with AX
  • Renewal Psychology: From an Adversarial Process to a Celebration of Success
  • Pods in Customer Success vs. Sales: A Side-by-Side Comparison
  • The Role of Pods in CSM Coverage Models: The Evolving Landscape
  • Pooled CSMs: Benefits, Challenges, and Requirements for Success
  • Beyond Touch Levels: Scaling Customer Success through Appropriate Experience (AX)
  • The Goal Discovery Framework for Customer Success Management
  • Storytelling in Customer Success: Use the Power of Goal Discovery
  • Customer Success Scaling: Capacity Planning and Resource Allocation
  • Bridging the Engagement Gap: Keeping Customers Actively Invested
  • Build a Social Proof Machine: Consistently Generate Real Advocates at Scale
  • The Untapped Potential of Social Proof through Earned Advocacy
  • From KPIs to Connection: Transforming Metrics Into Meaningful Relationships
  • 5 Outdated Email Tactics You Need to Abandon in 2024
  • Every Department Must Recognize the Value of Customer Success
  • Retention: Shifting from Reactive to Proactive to Stop Chasing and Start Leading
  • Why High Usage Doesn’t Guarantee Customer Success
  • Scaling Your Customer Success Team Without Losing Control
  • The Art and Science of Continuous Goal Alignment in Customer Success
  • Goal Discovery: The Essential Task You Never Had Time for (Until Now!)
  • Aligning Customer Success and Sales: Bridging the Great Divide
  • Motivating Action: The Hard Truth of Driving Customer Engagement
  • Customer Retention: Proactive, Reactive, and At-Risk Analysis
  • Navigating Partner Success in a Multi-Channel World
  • Unlocking Potential: How to Allocate Customers to CSMs
  • AX-Based Coverage Segments: Customer Success Evolved
  • RevOps Evolved: The Key to Rapid, Exponential Revenue Growth (2024)
  • Redefining Email Engagement: New Metrics for a New Era (2024)
  • Understand, Classify, and Effectively Analyze Churn
  • Customer Negotiation: Discounts, Retention, and Value
  • The Art of Objection Handling in Customer Success
  • Driving Exponential Growth: The Art of Selling to Existing Customers
  • NRR Panic: The Rollercoaster Ride You Never Saw Coming
  • Motivation vs. Discipline: How Knowing the Difference Skyrockets Customer Engagement
  • Why CSM Positioning is so Important (and How to Fix it)
  • Customer Status: The Hidden Motivator You Can’t Ignore
  • The Power of Curiosity in Customer Success
  • Creating Customer Success Playbooks with ChatGPT
  • ChatGPT or Bing: Which AI Tool is Best for Customer Success
  • Customer Success Pros: Stay Ahead of the Game with ChatGPT
  • ChatGPT in Customer Success: Generative Output to Desired Outcome
  • Stop Teaching Your Customers to Ignore You! A Guide to Effective Customer Engagement
  • ChatGPT is a Customer Success Game-Changer
  • Growth Unlocked: The Key to Exponential Account Expansion
  • Customer Success: Defined (2024)
  • Stop Confusing Free Trials and Onboarding (It’s Costing You Customers)
  • The Importance of Consistency in Customer Success Management
  • The Real Reason Your Company Invests in Customer Success
  • Customers Hate These 3 Things (and How to Avoid Them)
  • The 5 Secrets of World-class Customer Success Managers
  • Customer Onboarding: How to Design and Implement an Effective Onboarding Process
  • Eliminate Churn Forever in 5 Simple Steps
  • Customer Success: The Lost Art of Churn Reason Analysis
  • Customer Success: How to Quantify the Impact of Bad-fit Customers
  • Customer Onboarding: How to Design and Implement an Effective Onboarding Process
  • Designing a Sales-to-CSM Handoff that Actually Works
  • What is a good SaaS Churn Rate?
  • Achieve Exponential Growth by Focusing on CAC Efficiency
  • TTFV as a Sales KPI to Drive Engagement and Expansion
  • Time to First Value (TTFV) is a Customer Onboarding Goal
  • Customer Onboarding: AHA! or WTF?
  • Emotional Disconnect During Customer Onboarding
  • Bad Sales Handoffs Cause Customers to Ghost During Onboarding
  • How to Know if Customers are Actually Ghosting you
  • Why Customers Ghost you
  • The Basics of Customer Onboarding
  • Success Potential: Real Customer Success Starts Here
  • Account Expansion: How to Upsell Unsuccessful Customers
  • Customer Growth: Why Lack Of Expansion Is A Really Bad Sign
  • Account Expansion: If You Want To Grow Fast, Do This…
  • Customer Growth: Upselling Hurts Trust (When You Do It Wrong)
  • Customer Growth: The Difference between Sales and Expansion
  • Introducing the BEAST Message Framework for Customer Engagement
  • Introducing the Customer Engagement Communication Model
  • Churn Classification Framework For Customer Success Management (2024 Update)
  • Customer Success and Sales: Why the Latter determines the Former
  • Appropriate Experience is Required for Customer Success
  • What Are The Best Customer Success KPIs?
  • You Can’t Solve Upstream Problems Down Stream
  • Customer Success is a Simple Concept (Don’t Overthink It)
  • Customer Success can’t fit into Existing Frameworks
  • Those aren’t Problems. Those are Customers!
  • Customer Onboarding Success Secret: Don’t Overwhelm Customers
  • A QBR is NOT Required for Customer Success
  • Customer Success: The Importance of User or Customer Onboarding
  • How to Define Roles in Customer Success Management
  • Customer Success: High/Low/No Touch Customer Segmentation
  • Customer Success: Incorporating High/Low/No Touch into Onboarding
  • Customer Success: How to help Salespeople with Customer Segmentation
  • Customer Success: Determining Which Customers on which to Focus
  • Customer Success: Who Should Handle Upsells?
  • Customer Success: How to Reset Mismanaged Expectations
  • Customer Success: Customer Engagement Across the Entire Lifecycle
  • How to Increase Customer Lifetime Value (LTV)
  • The True Cost of Meetings in Customer Success Management
  • Meetings as a Customer Success Metric: The Misguided Path
  • No Goals, No Customer Success: Unlocking the Power of the Goal Discovery Framework
  • Revenue Roadblocks: How We’re Sabotaging Our Own Growth
  • Good Fit vs. Bad Fit vs. Ideal Customers: The Key to Unlocking Sustainable Growth
  • Opt-In vs. Opt-Out Trials: The Hidden Impact on Customer Retention and Success
  • From Transactions to Relationships: Unleashing Customer Potential with AX
  • Renewal Psychology: From an Adversarial Process to a Celebration of Success
  • Pods in Customer Success vs. Sales: A Side-by-Side Comparison
  • The Role of Pods in CSM Coverage Models: The Evolving Landscape
  • Pooled CSMs: Benefits, Challenges, and Requirements for Success
  • Beyond Touch Levels: Scaling Customer Success through Appropriate Experience (AX)
  • The Goal Discovery Framework for Customer Success Management
  • Storytelling in Customer Success: Use the Power of Goal Discovery
  • Customer Success Scaling: Capacity Planning and Resource Allocation
  • Bridging the Engagement Gap: Keeping Customers Actively Invested
  • Build a Social Proof Machine: Consistently Generate Real Advocates at Scale
  • The Untapped Potential of Social Proof through Earned Advocacy
  • From KPIs to Connection: Transforming Metrics Into Meaningful Relationships
  • 5 Outdated Email Tactics You Need to Abandon in 2024
  • Every Department Must Recognize the Value of Customer Success
  • Retention: Shifting from Reactive to Proactive to Stop Chasing and Start Leading
  • Why High Usage Doesn’t Guarantee Customer Success
  • Scaling Your Customer Success Team Without Losing Control
  • The Art and Science of Continuous Goal Alignment in Customer Success
  • Goal Discovery: The Essential Task You Never Had Time for (Until Now!)
  • Aligning Customer Success and Sales: Bridging the Great Divide
  • Motivating Action: The Hard Truth of Driving Customer Engagement
  • Customer Retention: Proactive, Reactive, and At-Risk Analysis
  • Navigating Partner Success in a Multi-Channel World
  • Unlocking Potential: How to Allocate Customers to CSMs
  • AX-Based Coverage Segments: Customer Success Evolved
  • RevOps Evolved: The Key to Rapid, Exponential Revenue Growth (2024)
  • Redefining Email Engagement: New Metrics for a New Era (2024)
  • Understand, Classify, and Effectively Analyze Churn
  • Customer Negotiation: Discounts, Retention, and Value
  • The Art of Objection Handling in Customer Success
  • Driving Exponential Growth: The Art of Selling to Existing Customers
  • NRR Panic: The Rollercoaster Ride You Never Saw Coming
  • Motivation vs. Discipline: How Knowing the Difference Skyrockets Customer Engagement
  • Why CSM Positioning is so Important (and How to Fix it)
  • Customer Status: The Hidden Motivator You Can’t Ignore
  • The Power of Curiosity in Customer Success
  • Creating Customer Success Playbooks with ChatGPT
  • ChatGPT or Bing: Which AI Tool is Best for Customer Success
  • Customer Success Pros: Stay Ahead of the Game with ChatGPT
  • ChatGPT in Customer Success: Generative Output to Desired Outcome
  • Stop Teaching Your Customers to Ignore You! A Guide to Effective Customer Engagement
  • ChatGPT is a Customer Success Game-Changer
  • Growth Unlocked: The Key to Exponential Account Expansion
  • Customer Success: Defined (2024)
  • Stop Confusing Free Trials and Onboarding (It’s Costing You Customers)
  • The Importance of Consistency in Customer Success Management
  • The Real Reason Your Company Invests in Customer Success
  • Customers Hate These 3 Things (and How to Avoid Them)
  • The 5 Secrets of World-class Customer Success Managers
  • Customer Onboarding: How to Design and Implement an Effective Onboarding Process
  • Eliminate Churn Forever in 5 Simple Steps
  • Customer Success: The Lost Art of Churn Reason Analysis
  • Customer Success: How to Quantify the Impact of Bad-fit Customers
  • Customer Onboarding: How to Design and Implement an Effective Onboarding Process
  • Designing a Sales-to-CSM Handoff that Actually Works
  • What is a good SaaS Churn Rate?
  • Achieve Exponential Growth by Focusing on CAC Efficiency
  • TTFV as a Sales KPI to Drive Engagement and Expansion
  • Time to First Value (TTFV) is a Customer Onboarding Goal
  • Customer Onboarding: AHA! or WTF?
  • Emotional Disconnect During Customer Onboarding
  • Bad Sales Handoffs Cause Customers to Ghost During Onboarding
  • How to Know if Customers are Actually Ghosting you
  • Why Customers Ghost you
  • The Basics of Customer Onboarding
  • Success Potential: Real Customer Success Starts Here
  • Account Expansion: How to Upsell Unsuccessful Customers
  • Customer Growth: Why Lack Of Expansion Is A Really Bad Sign
  • Account Expansion: If You Want To Grow Fast, Do This…
  • Customer Growth: Upselling Hurts Trust (When You Do It Wrong)
  • Customer Growth: The Difference between Sales and Expansion
  • Introducing the BEAST Message Framework for Customer Engagement
  • Introducing the Customer Engagement Communication Model
  • Churn Classification Framework For Customer Success Management (2024 Update)
  • Customer Success and Sales: Why the Latter determines the Former
  • Appropriate Experience is Required for Customer Success
  • What Are The Best Customer Success KPIs?
  • You Can’t Solve Upstream Problems Down Stream
  • Customer Success is a Simple Concept (Don’t Overthink It)
  • Customer Success can’t fit into Existing Frameworks
  • Those aren’t Problems. Those are Customers!
  • Customer Onboarding Success Secret: Don’t Overwhelm Customers
  • A QBR is NOT Required for Customer Success
  • Customer Success: The Importance of User or Customer Onboarding
  • How to Define Roles in Customer Success Management
  • Customer Success: High/Low/No Touch Customer Segmentation
  • Customer Success: Incorporating High/Low/No Touch into Onboarding
  • Customer Success: How to help Salespeople with Customer Segmentation
  • Customer Success: Determining Which Customers on which to Focus
  • Customer Success: Who Should Handle Upsells?
  • Customer Success: How to Reset Mismanaged Expectations
  • Customer Success: Customer Engagement Across the Entire Lifecycle
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