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Oct 18, 2019 · 18m · top-founders

1546 $4.8M ARR, Bootstrapped, Major Media Brands and Games Use This To Optimzie App Store Apps

Dave Bell · 12m spoken
0:00 / 0:00

gold bands on the timeline = statements, start to end. Hover to read, click to jump. CC turns on captions

Gummy Cube CEO and co-founder Dave Bell breaks down how his company bootstrapped to over $4.5 million in annual recurring revenue by pioneering mobile-first app store optimization and pairing proprietary SaaS tools with high-touch enterprise services.

How this conversation actually went

Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. Nathan holds 27.6% of the talking time here. How this is scored →

Nathan as informed peer 5.2 Guest teaching 3.8 Guest disagreement 2.7 Nathan pushing back 4.3
05100:0010:000:47–2:51 · Nathan as informed peer 4/10 Defining App Store Optimization and Core Products Nathan asks introductory questions establishing the core terminology and revenue model. Dave delivers an extensive overview explaining how App Store Optimization, DataCube, and SplitCube work to emulate and test app performance.2:52–5:49 · Nathan as informed peer 5/10 Subscription Pricing Structure and Monthly Contract Value Nathan presses for a specific monthly average price point, prompting Dave to clarify that contracts average $2,500 per app. Nathan tries to bin App Annie as a direct competitor, but Dave corrects the oversimplification by highlighting technical differences.5:50–7:53 · Nathan as informed peer 6/10 Enterprise Customer Scale and Revenue Growth Nathan attempts to extrapolate total revenue using Dave's customer count and average contract value. When Dave resists giving revenue figures, Nathan challenges him directly stating that the math implies one variable is inaccurate, prompting Dave to explain multi-app expansion.7:54–10:38 · Nathan as informed peer 5/10 Bootstrapping Philosophy and Integrating Services with SaaS Dave declines to disclose specific churn percentages and emphasizes their high-touch service approach. Nathan interrupts to clarify whether services are billable or subsidized before letting Dave explain the agency-hybrid SaaS model.10:39–15:00 · Nathan as informed peer 7/10 Net Revenue Retention and Expansion Levers Nathan pivots to net revenue retention and drills down into enterprise customer acquisition cost and payback periods. Dave details their business development strategy while Nathan pushes to quantify payback economics around 16 to 20 months.15:00–17:55 · Nathan as informed peer 4/10 Long-Term Bootstrapping Strategy and Capital Plans Dave outlines his long-term perspective on staying bootstrapped versus raising outside capital. The interview concludes smoothly through the standardized Famous Five rapid-fire questions.0:47–2:51 · Guest teaching 5/10 Defining App Store Optimization and Core Products Nathan asks introductory questions establishing the core terminology and revenue model. Dave delivers an extensive overview explaining how App Store Optimization, DataCube, and SplitCube work to emulate and test app performance.2:52–5:49 · Guest teaching 5/10 Subscription Pricing Structure and Monthly Contract Value Nathan presses for a specific monthly average price point, prompting Dave to clarify that contracts average $2,500 per app. Nathan tries to bin App Annie as a direct competitor, but Dave corrects the oversimplification by highlighting technical differences.5:50–7:53 · Guest teaching 4/10 Enterprise Customer Scale and Revenue Growth Nathan attempts to extrapolate total revenue using Dave's customer count and average contract value. When Dave resists giving revenue figures, Nathan challenges him directly stating that the math implies one variable is inaccurate, prompting Dave to explain multi-app expansion.7:54–10:38 · Guest teaching 4/10 Bootstrapping Philosophy and Integrating Services with SaaS Dave declines to disclose specific churn percentages and emphasizes their high-touch service approach. Nathan interrupts to clarify whether services are billable or subsidized before letting Dave explain the agency-hybrid SaaS model.10:39–15:00 · Guest teaching 3/10 Net Revenue Retention and Expansion Levers Nathan pivots to net revenue retention and drills down into enterprise customer acquisition cost and payback periods. Dave details their business development strategy while Nathan pushes to quantify payback economics around 16 to 20 months.15:00–17:55 · Guest teaching 2/10 Long-Term Bootstrapping Strategy and Capital Plans Dave outlines his long-term perspective on staying bootstrapped versus raising outside capital. The interview concludes smoothly through the standardized Famous Five rapid-fire questions.0:47–2:51 · Guest disagreement 1/10 Defining App Store Optimization and Core Products Nathan asks introductory questions establishing the core terminology and revenue model. Dave delivers an extensive overview explaining how App Store Optimization, DataCube, and SplitCube work to emulate and test app performance.2:52–5:49 · Guest disagreement 3/10 Subscription Pricing Structure and Monthly Contract Value Nathan presses for a specific monthly average price point, prompting Dave to clarify that contracts average $2,500 per app. Nathan tries to bin App Annie as a direct competitor, but Dave corrects the oversimplification by highlighting technical differences.5:50–7:53 · Guest disagreement 5/10 Enterprise Customer Scale and Revenue Growth Nathan attempts to extrapolate total revenue using Dave's customer count and average contract value. When Dave resists giving revenue figures, Nathan challenges him directly stating that the math implies one variable is inaccurate, prompting Dave to explain multi-app expansion.7:54–10:38 · Guest disagreement 4/10 Bootstrapping Philosophy and Integrating Services with SaaS Dave declines to disclose specific churn percentages and emphasizes their high-touch service approach. Nathan interrupts to clarify whether services are billable or subsidized before letting Dave explain the agency-hybrid SaaS model.10:39–15:00 · Guest disagreement 2/10 Net Revenue Retention and Expansion Levers Nathan pivots to net revenue retention and drills down into enterprise customer acquisition cost and payback periods. Dave details their business development strategy while Nathan pushes to quantify payback economics around 16 to 20 months.15:00–17:55 · Guest disagreement 1/10 Long-Term Bootstrapping Strategy and Capital Plans Dave outlines his long-term perspective on staying bootstrapped versus raising outside capital. The interview concludes smoothly through the standardized Famous Five rapid-fire questions.0:47–2:51 · Nathan pushing back 1/10 Defining App Store Optimization and Core Products Nathan asks introductory questions establishing the core terminology and revenue model. Dave delivers an extensive overview explaining how App Store Optimization, DataCube, and SplitCube work to emulate and test app performance.2:52–5:49 · Nathan pushing back 5/10 Subscription Pricing Structure and Monthly Contract Value Nathan presses for a specific monthly average price point, prompting Dave to clarify that contracts average $2,500 per app. Nathan tries to bin App Annie as a direct competitor, but Dave corrects the oversimplification by highlighting technical differences.5:50–7:53 · Nathan pushing back 7/10 Enterprise Customer Scale and Revenue Growth Nathan attempts to extrapolate total revenue using Dave's customer count and average contract value. When Dave resists giving revenue figures, Nathan challenges him directly stating that the math implies one variable is inaccurate, prompting Dave to explain multi-app expansion.7:54–10:38 · Nathan pushing back 6/10 Bootstrapping Philosophy and Integrating Services with SaaS Dave declines to disclose specific churn percentages and emphasizes their high-touch service approach. Nathan interrupts to clarify whether services are billable or subsidized before letting Dave explain the agency-hybrid SaaS model.10:39–15:00 · Nathan pushing back 5/10 Net Revenue Retention and Expansion Levers Nathan pivots to net revenue retention and drills down into enterprise customer acquisition cost and payback periods. Dave details their business development strategy while Nathan pushes to quantify payback economics around 16 to 20 months.15:00–17:55 · Nathan pushing back 2/10 Long-Term Bootstrapping Strategy and Capital Plans Dave outlines his long-term perspective on staying bootstrapped versus raising outside capital. The interview concludes smoothly through the standardized Famous Five rapid-fire questions.

speaking balance: gold is Nathan, purple is the guest (3 minute bins)

0:00 · Nathan 33.5% · guest 66.5%0:00 · Nathan 33.5% · guest 66.5%3:00 · Nathan 15.4% · guest 84.6%3:00 · Nathan 15.4% · guest 84.6%6:00 · Nathan 30.7% · guest 69.3%6:00 · Nathan 30.7% · guest 69.3%9:00 · Nathan 27.3% · guest 72.7%9:00 · Nathan 27.3% · guest 72.7%12:00 · Nathan 32.6% · guest 67.4%12:00 · Nathan 32.6% · guest 67.4%15:00 · Nathan 16% · guest 84%15:00 · Nathan 16% · guest 84%18:00 · Nathan 98.4% · guest 1.6%18:00 · Nathan 98.4% · guest 1.6%
Sharpest disagreement ▶ 6:30 Defending undisclosed revenue metrics against host multiplication

Dave firmly pushes back on Nathan calculating exact monthly revenue on air, explaining that calculating ARR strictly by customer count overlooks their multi-app and territory-based pricing model.

 Hardest push from Nathan ▶ 6:40 Host insists guest arithmetic must be contradictory

Nathan directly challenges Dave by asserting that either his reported ARPU or his customer count figures must be incorrect based on straightforward math.

 Biggest teaching moment ▶ 4:40 Clarifying nuanced search mechanics vs chart boosting

Dave educates Nathan on why market intelligence platforms like App Annie do not equal true mobile-native App Store Optimization and keyword algorithm reverse-engineering.

 Nathan holds their own ▶ 14:00 Host synthesizes enterprise payback ratios and sales travel costs

Nathan demonstrates strong SaaS unit economics mastery by converting Dave's anecdotal sales travel process into formal 16-to-20 month CAC payback ratios.
the scores for every segment, with the reasoning behind each
ChapterTopicNathan as informed peerGuest teachingGuest disagreementNathan pushing backWhy
Defining App Store Optimization and Core Products 4511 Nathan asks introductory questions establishing the core terminology and revenue model. Dave delivers an extensive overview explaining how App Store Optimization, DataCube, and SplitCube work to emulate and test app performance.
Subscription Pricing Structure and Monthly Contract Value 5535 Nathan presses for a specific monthly average price point, prompting Dave to clarify that contracts average $2,500 per app. Nathan tries to bin App Annie as a direct competitor, but Dave corrects the oversimplification by highlighting technical differences.
Enterprise Customer Scale and Revenue Growth 6457 Nathan attempts to extrapolate total revenue using Dave's customer count and average contract value. When Dave resists giving revenue figures, Nathan challenges him directly stating that the math implies one variable is inaccurate, prompting Dave to explain multi-app expansion.
Bootstrapping Philosophy and Integrating Services with SaaS 5446 Dave declines to disclose specific churn percentages and emphasizes their high-touch service approach. Nathan interrupts to clarify whether services are billable or subsidized before letting Dave explain the agency-hybrid SaaS model.
Net Revenue Retention and Expansion Levers 7325 Nathan pivots to net revenue retention and drills down into enterprise customer acquisition cost and payback periods. Dave details their business development strategy while Nathan pushes to quantify payback economics around 16 to 20 months.
Long-Term Bootstrapping Strategy and Capital Plans 4212 Dave outlines his long-term perspective on staying bootstrapped versus raising outside capital. The interview concludes smoothly through the standardized Famous Five rapid-fire questions.

Statements from this episode (9)

Insight
Bell: ASO Search and Conversion Data Optimizes All Marketing Channels
“A lot of this activity, when you understand what converts really well, when you understand the way users search and what they hope to find, that also translates into optimization of any of your other marketing channels, because at the end of the day, you're tr…”
Dave Bell Oct 18, 2019 ▶ 2:22
Assertion Not checkable as stated
Most Gummicube Customers Pay $2,500 Per App Per Month
“No, it's more than that. So most, most people that we work with are kind of at the 2500 dollars per app per month level.”
Dave Bell Oct 18, 2019 ▶ 4:06
Assertion Supported
Gummicube Predates Sensor Tower as North America's Oldest ASO Company
“We launched Gummy Cube in 2010. We are actually the oldest ASO company in North America. We were founded three years before, you know, Sensor Tower, for example, even existed as a technology or a tool.”
Dave Bell Oct 18, 2019 ▶ 4:24
Assertion Not checkable as stated
Gummicube Serves Over 150 Enterprise Customers
“Right now, you know, we serve upwards of a 150 enterprise customers.”
Dave Bell Oct 18, 2019 ▶ 5:58
Assertion Not checkable as stated
Gummicube Has Nearly Doubled Revenue Over the Last 18 Months
“Or realistically in the last 18 months, we've almost doubled.”
Dave Bell Oct 18, 2019 ▶ 7:13
Disclosure
Dave Bell Raised Over $60M as Co-Founder of Playphone
“My last one I was a co-founder of Playfoam where we raised 60 or seventy million dollars.”
Dave Bell Oct 18, 2019 ▶ 8:07
Insight
Many SaaS Companies Fail by Having an Allergy to Service
“I think the failure of a lot of SAS companies is to have an allergy to service. I think that you know, at the end of the day, being able to help your customers, not just use the product, but make good decisions when they're using the product is extremely impor…”
Dave Bell Oct 18, 2019 ▶ 9:12
Disclosure
Gummicube Does Not Use Free Trials to Acquire Customers
“We are not, you know, a company that leverages free trials or gives things away to acquire customers.”
Dave Bell Oct 18, 2019 ▶ 12:30
Insight
Bootstrapping Avoids Building Your Business for an Investor's Model
“I think that one of the benefits of being bootstrapped is that, you know, we really get to build the business in a way that makes sense instead of building a business for someone else's model. And so I think that's helped us grow much faster. I think it's help…”
Dave Bell Oct 18, 2019 ▶ 15:15
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