Feb 18, 2025 · 2h 1m · knowledge-project

David Heacock: Building Filterbuy

David Heacock · 1h 44m spoken Shane Parrish · 8m spoken
0:00 / 0:00

⌖ your search result is the highlighted band (16:02–16:29). Playback starts there

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

In this interview on The Knowledge Project, Filterbuy founder and CEO David Heacock details how he bootstrapped a vertically integrated manufacturing company from zero to $250 million in revenue. He shares actionable frameworks on logistics scaling, executive hiring, recovering from multimillion-dollar mistakes, and channeling founder obsession toward long-term enterprise value.

How this conversation actually went

Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. Shane holds 7.5% of the talking time here. How this is scored →

Shane as informed peer 3.3 Guest teaching 4.4 Guest disagreement 1.6 Shane pushing back 1.9
05100:0020:0040:001:00:001:20:001:40:002:00:002:46–5:48 · Shane as informed peer 3/10 From Goldman Sachs to Entrepreneurial Decision Making Shane asks open questions about David's time at Goldman Sachs and the analytical habits he built there. David explains how trading taught him rapid risk evaluation and the distinction between one-way and two-way doors.5:49–12:45 · Shane as informed peer 3/10 Burning the Boats: An All-In Commitment to Entrepreneurship Shane digs into David's commitment to Filterbuy and his perspective on obsession. David explains why he views complete obsession as essential for outsized success when competing in global markets.12:45–18:48 · Shane as informed peer 5/10 Bootstrapping the First Factory and Wearing Every Hat Shane references the ceiling of brute force to frame David's early manufacturing grind. David describes traveling weekly to Alabama while handling marketing and programming at night during the bootstrapping phase.18:48–25:38 · Shane as informed peer 4/10 Building the Executive Management Team David immediately interrupts to correct Shane's phrasing about 'trying' to build a billion-dollar business. He then outlines his shift from hiring for general potential to hiring experienced executives who have solved specific operational bottlenecks.25:41–29:37 · Shane as informed peer 3/10 Sponsor: Accenture Following the mid-roll ad break, Shane asks about the management lessons David learned from working with executive coach Dr. Gurner. David details how external coaching created necessary accountability as a sole bootstrapped founder.29:37–36:26 · Shane as informed peer 3/10 Designing Departmental Operating Systems and Mission Shane asks David how he implements organizational operating systems like Traction and Rockefeller Habits. David explains why different departments require tailored frameworks rather than a dogmatic company-wide structure.36:26–39:35 · Shane as informed peer 4/10 Enforcing Core Company Values in Daily Operations Shane notes the common corporate cynicism around mission statements. David demonstrates how Filterbuy operationalizes values like bias to action into concrete performance coaching and monthly awards.39:35–45:05 · Shane as informed peer 3/10 Early Side Hustles and Evolution of Marketing Skills David corrects Shane's assumption that he possessed zero DTC marketing background, revealing his history with computer sales, Craigslist affiliate marketing, and dropshipping office supplies on Amazon.45:05–50:38 · Shane as informed peer 3/10 Brand Identity vs Intent-Based Acquisition Shane prompts David on customer search intent and marketing strategy. David distinguishes brand reputation from marketing tactics and explains his early intent-based ad dominance across search platforms.50:38–53:01 · Shane as informed peer 4/10 Embracing the Amazon Ecosystem Shane pushes on whether David captures customer contact information on Amazon. David flatly rejects the premise of the question, arguing that avoiding Amazon out of data purism ignores 60% of consumers.53:03–57:41 · Shane as informed peer 3/10 Sponsor: Google Chrome Shane asks why brands focus on transitioning Amazon buyers to direct channels. David calls it a fool's errand, emphasizing that Filterbuy manages high-volume ad budgets in-house while focusing on meeting buyers wherever they transact.57:41–1:02:51 · Shane as informed peer 3/10 Entering Walmart and Commercial Quality for Residential Users Shane questions why David sells in retail and how Filterbuy competes with 3M. David highlights that 84% of commerce remains in stores and explains how Filterbuy utilizes commercial-grade materials across both residential and enterprise lines.1:02:51–1:08:50 · Shane as informed peer 4/10 Filterbuy's Direct Supply Chain vs Traditional Retail Shane inquires into Filterbuy's distinction from traditional manufacturers. David explains the logistical inefficiencies of legacy multi-tier retail networks and critiques so-called DTC brands that rely on overseas contract manufacturing.1:08:50–1:13:28 · Shane as informed peer 3/10 Harnessing Momentum and Overcoming Operational Crises Shane asks about the meaning of momentum in business. David illustrates how Filterbuy recovered from severe operational disruptions, such as a major Prime Day glitch, through persistent execution on core fundamentals.1:13:28–1:19:28 · Shane as informed peer 4/10 The Four Fundamental Principles: Focus, Persistence, Resilience, Accountability Shane and David discuss founder discipline. David breaks down his four core operational principles: focus, persistence, resilience, and personal accountability structures.1:19:29–1:23:47 · Shane as informed peer 2/10 The Breaking Point: The 24-Hour Hot Glue Machine Crisis Shane prompts David to describe his lowest operational crisis. David recounts driving overnight in a rented truck to Indiana to replace a failing cold glue laminator, nearly severing his finger during the machine setup.1:23:48–1:29:14 · Shane as informed peer 4/10 Sponsor: Accenture Shane presents a hypothesis connecting deep informational mastery with executive confidence. David agrees, contrasting self-generated entrepreneurial confidence with the scarcity mindset common among salaried corporate professionals.1:29:14–1:33:25 · Shane as informed peer 3/10 The Freight Fleet Blunder and the True Cost of Lost Focus Shane asks David about his biggest operational blunder. David details purchasing 50 semi-trucks during COVID supply disruptions and losing millions due to heavy managerial distraction from the core business.1:33:26–1:41:26 · Shane as informed peer 3/10 HVAC Expansion: Learning from a $4.5M Acquisition Failure Shane asks David about his ongoing HVAC ventures. David candidly describes losing 4.5 million dollars on a rushed HVAC acquisition and outlines his strategy to build a national service brand using air filters as a customer acquisition entry point.1:41:27–1:45:39 · Shane as informed peer 4/10 The Anti-Private Equity Approach to Long-Term Business Building Shane asks David to evaluate private equity rollups in the trades. David explains why he rejects financial engineering and short holding periods in favor of long-term operational integration.1:45:39–1:49:50 · Shane as informed peer 3/10 The Psychological Necessity of Purpose Over Wealth Shane asks why humans gravitate toward clear visions and missions. David explains that material wealth alone breeds misery and purposelessness, recounting his decision not to retire early at age 40.1:49:51–1:52:44 · Shane as informed peer 2/10 Balancing Entrepreneurial Obsession with Family Life Shane asks how David balances business obsession with family life. David shares his strict daily boundaries, returning home by 6:30 PM for family dinner while cutting out hobbies like golf or casual socializing.1:52:45–1:59:45 · Shane as informed peer 4/10 Life Cheat Codes: Radical Self-Awareness vs Destructive Envy Shane and David discuss life cheat codes and the dangers of lifestyle creep. David quotes Charlie Munger on envy driving dissatisfaction and warns against the trap of golden handcuffs in high-earning careers.1:59:45–2:00:39 · Shane as informed peer 2/10 Defining Success: A Life Without Regrets Shane asks the concluding signature question on how David defines success. David reflects on minimizing deathbed regrets of omission and Shane wraps up the episode.2:46–5:48 · Guest teaching 3/10 From Goldman Sachs to Entrepreneurial Decision Making Shane asks open questions about David's time at Goldman Sachs and the analytical habits he built there. David explains how trading taught him rapid risk evaluation and the distinction between one-way and two-way doors.5:49–12:45 · Guest teaching 3/10 Burning the Boats: An All-In Commitment to Entrepreneurship Shane digs into David's commitment to Filterbuy and his perspective on obsession. David explains why he views complete obsession as essential for outsized success when competing in global markets.12:45–18:48 · Guest teaching 4/10 Bootstrapping the First Factory and Wearing Every Hat Shane references the ceiling of brute force to frame David's early manufacturing grind. David describes traveling weekly to Alabama while handling marketing and programming at night during the bootstrapping phase.18:48–25:38 · Guest teaching 5/10 Building the Executive Management Team David immediately interrupts to correct Shane's phrasing about 'trying' to build a billion-dollar business. He then outlines his shift from hiring for general potential to hiring experienced executives who have solved specific operational bottlenecks.25:41–29:37 · Guest teaching 4/10 Sponsor: Accenture Following the mid-roll ad break, Shane asks about the management lessons David learned from working with executive coach Dr. Gurner. David details how external coaching created necessary accountability as a sole bootstrapped founder.29:37–36:26 · Guest teaching 5/10 Designing Departmental Operating Systems and Mission Shane asks David how he implements organizational operating systems like Traction and Rockefeller Habits. David explains why different departments require tailored frameworks rather than a dogmatic company-wide structure.36:26–39:35 · Guest teaching 4/10 Enforcing Core Company Values in Daily Operations Shane notes the common corporate cynicism around mission statements. David demonstrates how Filterbuy operationalizes values like bias to action into concrete performance coaching and monthly awards.39:35–45:05 · Guest teaching 5/10 Early Side Hustles and Evolution of Marketing Skills David corrects Shane's assumption that he possessed zero DTC marketing background, revealing his history with computer sales, Craigslist affiliate marketing, and dropshipping office supplies on Amazon.45:05–50:38 · Guest teaching 5/10 Brand Identity vs Intent-Based Acquisition Shane prompts David on customer search intent and marketing strategy. David distinguishes brand reputation from marketing tactics and explains his early intent-based ad dominance across search platforms.50:38–53:01 · Guest teaching 6/10 Embracing the Amazon Ecosystem Shane pushes on whether David captures customer contact information on Amazon. David flatly rejects the premise of the question, arguing that avoiding Amazon out of data purism ignores 60% of consumers.53:03–57:41 · Guest teaching 4/10 Sponsor: Google Chrome Shane asks why brands focus on transitioning Amazon buyers to direct channels. David calls it a fool's errand, emphasizing that Filterbuy manages high-volume ad budgets in-house while focusing on meeting buyers wherever they transact.57:41–1:02:51 · Guest teaching 5/10 Entering Walmart and Commercial Quality for Residential Users Shane questions why David sells in retail and how Filterbuy competes with 3M. David highlights that 84% of commerce remains in stores and explains how Filterbuy utilizes commercial-grade materials across both residential and enterprise lines.1:02:51–1:08:50 · Guest teaching 6/10 Filterbuy's Direct Supply Chain vs Traditional Retail Shane inquires into Filterbuy's distinction from traditional manufacturers. David explains the logistical inefficiencies of legacy multi-tier retail networks and critiques so-called DTC brands that rely on overseas contract manufacturing.1:08:50–1:13:28 · Guest teaching 4/10 Harnessing Momentum and Overcoming Operational Crises Shane asks about the meaning of momentum in business. David illustrates how Filterbuy recovered from severe operational disruptions, such as a major Prime Day glitch, through persistent execution on core fundamentals.1:13:28–1:19:28 · Guest teaching 4/10 The Four Fundamental Principles: Focus, Persistence, Resilience, Accountability Shane and David discuss founder discipline. David breaks down his four core operational principles: focus, persistence, resilience, and personal accountability structures.1:19:29–1:23:47 · Guest teaching 4/10 The Breaking Point: The 24-Hour Hot Glue Machine Crisis Shane prompts David to describe his lowest operational crisis. David recounts driving overnight in a rented truck to Indiana to replace a failing cold glue laminator, nearly severing his finger during the machine setup.1:23:48–1:29:14 · Guest teaching 4/10 Sponsor: Accenture Shane presents a hypothesis connecting deep informational mastery with executive confidence. David agrees, contrasting self-generated entrepreneurial confidence with the scarcity mindset common among salaried corporate professionals.1:29:14–1:33:25 · Guest teaching 5/10 The Freight Fleet Blunder and the True Cost of Lost Focus Shane asks David about his biggest operational blunder. David details purchasing 50 semi-trucks during COVID supply disruptions and losing millions due to heavy managerial distraction from the core business.1:33:26–1:41:26 · Guest teaching 5/10 HVAC Expansion: Learning from a $4.5M Acquisition Failure Shane asks David about his ongoing HVAC ventures. David candidly describes losing 4.5 million dollars on a rushed HVAC acquisition and outlines his strategy to build a national service brand using air filters as a customer acquisition entry point.1:41:27–1:45:39 · Guest teaching 5/10 The Anti-Private Equity Approach to Long-Term Business Building Shane asks David to evaluate private equity rollups in the trades. David explains why he rejects financial engineering and short holding periods in favor of long-term operational integration.1:45:39–1:49:50 · Guest teaching 4/10 The Psychological Necessity of Purpose Over Wealth Shane asks why humans gravitate toward clear visions and missions. David explains that material wealth alone breeds misery and purposelessness, recounting his decision not to retire early at age 40.1:49:51–1:52:44 · Guest teaching 4/10 Balancing Entrepreneurial Obsession with Family Life Shane asks how David balances business obsession with family life. David shares his strict daily boundaries, returning home by 6:30 PM for family dinner while cutting out hobbies like golf or casual socializing.1:52:45–1:59:45 · Guest teaching 4/10 Life Cheat Codes: Radical Self-Awareness vs Destructive Envy Shane and David discuss life cheat codes and the dangers of lifestyle creep. David quotes Charlie Munger on envy driving dissatisfaction and warns against the trap of golden handcuffs in high-earning careers.1:59:45–2:00:39 · Guest teaching 3/10 Defining Success: A Life Without Regrets Shane asks the concluding signature question on how David defines success. David reflects on minimizing deathbed regrets of omission and Shane wraps up the episode.2:46–5:48 · Guest disagreement 1/10 From Goldman Sachs to Entrepreneurial Decision Making Shane asks open questions about David's time at Goldman Sachs and the analytical habits he built there. David explains how trading taught him rapid risk evaluation and the distinction between one-way and two-way doors.5:49–12:45 · Guest disagreement 2/10 Burning the Boats: An All-In Commitment to Entrepreneurship Shane digs into David's commitment to Filterbuy and his perspective on obsession. David explains why he views complete obsession as essential for outsized success when competing in global markets.12:45–18:48 · Guest disagreement 1/10 Bootstrapping the First Factory and Wearing Every Hat Shane references the ceiling of brute force to frame David's early manufacturing grind. David describes traveling weekly to Alabama while handling marketing and programming at night during the bootstrapping phase.18:48–25:38 · Guest disagreement 4/10 Building the Executive Management Team David immediately interrupts to correct Shane's phrasing about 'trying' to build a billion-dollar business. He then outlines his shift from hiring for general potential to hiring experienced executives who have solved specific operational bottlenecks.25:41–29:37 · Guest disagreement 1/10 Sponsor: Accenture Following the mid-roll ad break, Shane asks about the management lessons David learned from working with executive coach Dr. Gurner. David details how external coaching created necessary accountability as a sole bootstrapped founder.29:37–36:26 · Guest disagreement 1/10 Designing Departmental Operating Systems and Mission Shane asks David how he implements organizational operating systems like Traction and Rockefeller Habits. David explains why different departments require tailored frameworks rather than a dogmatic company-wide structure.36:26–39:35 · Guest disagreement 1/10 Enforcing Core Company Values in Daily Operations Shane notes the common corporate cynicism around mission statements. David demonstrates how Filterbuy operationalizes values like bias to action into concrete performance coaching and monthly awards.39:35–45:05 · Guest disagreement 2/10 Early Side Hustles and Evolution of Marketing Skills David corrects Shane's assumption that he possessed zero DTC marketing background, revealing his history with computer sales, Craigslist affiliate marketing, and dropshipping office supplies on Amazon.45:05–50:38 · Guest disagreement 2/10 Brand Identity vs Intent-Based Acquisition Shane prompts David on customer search intent and marketing strategy. David distinguishes brand reputation from marketing tactics and explains his early intent-based ad dominance across search platforms.50:38–53:01 · Guest disagreement 6/10 Embracing the Amazon Ecosystem Shane pushes on whether David captures customer contact information on Amazon. David flatly rejects the premise of the question, arguing that avoiding Amazon out of data purism ignores 60% of consumers.53:03–57:41 · Guest disagreement 2/10 Sponsor: Google Chrome Shane asks why brands focus on transitioning Amazon buyers to direct channels. David calls it a fool's errand, emphasizing that Filterbuy manages high-volume ad budgets in-house while focusing on meeting buyers wherever they transact.57:41–1:02:51 · Guest disagreement 2/10 Entering Walmart and Commercial Quality for Residential Users Shane questions why David sells in retail and how Filterbuy competes with 3M. David highlights that 84% of commerce remains in stores and explains how Filterbuy utilizes commercial-grade materials across both residential and enterprise lines.1:02:51–1:08:50 · Guest disagreement 3/10 Filterbuy's Direct Supply Chain vs Traditional Retail Shane inquires into Filterbuy's distinction from traditional manufacturers. David explains the logistical inefficiencies of legacy multi-tier retail networks and critiques so-called DTC brands that rely on overseas contract manufacturing.1:08:50–1:13:28 · Guest disagreement 1/10 Harnessing Momentum and Overcoming Operational Crises Shane asks about the meaning of momentum in business. David illustrates how Filterbuy recovered from severe operational disruptions, such as a major Prime Day glitch, through persistent execution on core fundamentals.1:13:28–1:19:28 · Guest disagreement 1/10 The Four Fundamental Principles: Focus, Persistence, Resilience, Accountability Shane and David discuss founder discipline. David breaks down his four core operational principles: focus, persistence, resilience, and personal accountability structures.1:19:29–1:23:47 · Guest disagreement 1/10 The Breaking Point: The 24-Hour Hot Glue Machine Crisis Shane prompts David to describe his lowest operational crisis. David recounts driving overnight in a rented truck to Indiana to replace a failing cold glue laminator, nearly severing his finger during the machine setup.1:23:48–1:29:14 · Guest disagreement 1/10 Sponsor: Accenture Shane presents a hypothesis connecting deep informational mastery with executive confidence. David agrees, contrasting self-generated entrepreneurial confidence with the scarcity mindset common among salaried corporate professionals.1:29:14–1:33:25 · Guest disagreement 1/10 The Freight Fleet Blunder and the True Cost of Lost Focus Shane asks David about his biggest operational blunder. David details purchasing 50 semi-trucks during COVID supply disruptions and losing millions due to heavy managerial distraction from the core business.1:33:26–1:41:26 · Guest disagreement 1/10 HVAC Expansion: Learning from a $4.5M Acquisition Failure Shane asks David about his ongoing HVAC ventures. David candidly describes losing 4.5 million dollars on a rushed HVAC acquisition and outlines his strategy to build a national service brand using air filters as a customer acquisition entry point.1:41:27–1:45:39 · Guest disagreement 2/10 The Anti-Private Equity Approach to Long-Term Business Building Shane asks David to evaluate private equity rollups in the trades. David explains why he rejects financial engineering and short holding periods in favor of long-term operational integration.1:45:39–1:49:50 · Guest disagreement 1/10 The Psychological Necessity of Purpose Over Wealth Shane asks why humans gravitate toward clear visions and missions. David explains that material wealth alone breeds misery and purposelessness, recounting his decision not to retire early at age 40.1:49:51–1:52:44 · Guest disagreement 1/10 Balancing Entrepreneurial Obsession with Family Life Shane asks how David balances business obsession with family life. David shares his strict daily boundaries, returning home by 6:30 PM for family dinner while cutting out hobbies like golf or casual socializing.1:52:45–1:59:45 · Guest disagreement 1/10 Life Cheat Codes: Radical Self-Awareness vs Destructive Envy Shane and David discuss life cheat codes and the dangers of lifestyle creep. David quotes Charlie Munger on envy driving dissatisfaction and warns against the trap of golden handcuffs in high-earning careers.1:59:45–2:00:39 · Guest disagreement 0/10 Defining Success: A Life Without Regrets Shane asks the concluding signature question on how David defines success. David reflects on minimizing deathbed regrets of omission and Shane wraps up the episode.2:46–5:48 · Shane pushing back 2/10 From Goldman Sachs to Entrepreneurial Decision Making Shane asks open questions about David's time at Goldman Sachs and the analytical habits he built there. David explains how trading taught him rapid risk evaluation and the distinction between one-way and two-way doors.5:49–12:45 · Shane pushing back 2/10 Burning the Boats: An All-In Commitment to Entrepreneurship Shane digs into David's commitment to Filterbuy and his perspective on obsession. David explains why he views complete obsession as essential for outsized success when competing in global markets.12:45–18:48 · Shane pushing back 2/10 Bootstrapping the First Factory and Wearing Every Hat Shane references the ceiling of brute force to frame David's early manufacturing grind. David describes traveling weekly to Alabama while handling marketing and programming at night during the bootstrapping phase.18:48–25:38 · Shane pushing back 3/10 Building the Executive Management Team David immediately interrupts to correct Shane's phrasing about 'trying' to build a billion-dollar business. He then outlines his shift from hiring for general potential to hiring experienced executives who have solved specific operational bottlenecks.25:41–29:37 · Shane pushing back 2/10 Sponsor: Accenture Following the mid-roll ad break, Shane asks about the management lessons David learned from working with executive coach Dr. Gurner. David details how external coaching created necessary accountability as a sole bootstrapped founder.29:37–36:26 · Shane pushing back 2/10 Designing Departmental Operating Systems and Mission Shane asks David how he implements organizational operating systems like Traction and Rockefeller Habits. David explains why different departments require tailored frameworks rather than a dogmatic company-wide structure.36:26–39:35 · Shane pushing back 1/10 Enforcing Core Company Values in Daily Operations Shane notes the common corporate cynicism around mission statements. David demonstrates how Filterbuy operationalizes values like bias to action into concrete performance coaching and monthly awards.39:35–45:05 · Shane pushing back 1/10 Early Side Hustles and Evolution of Marketing Skills David corrects Shane's assumption that he possessed zero DTC marketing background, revealing his history with computer sales, Craigslist affiliate marketing, and dropshipping office supplies on Amazon.45:05–50:38 · Shane pushing back 2/10 Brand Identity vs Intent-Based Acquisition Shane prompts David on customer search intent and marketing strategy. David distinguishes brand reputation from marketing tactics and explains his early intent-based ad dominance across search platforms.50:38–53:01 · Shane pushing back 4/10 Embracing the Amazon Ecosystem Shane pushes on whether David captures customer contact information on Amazon. David flatly rejects the premise of the question, arguing that avoiding Amazon out of data purism ignores 60% of consumers.53:03–57:41 · Shane pushing back 3/10 Sponsor: Google Chrome Shane asks why brands focus on transitioning Amazon buyers to direct channels. David calls it a fool's errand, emphasizing that Filterbuy manages high-volume ad budgets in-house while focusing on meeting buyers wherever they transact.57:41–1:02:51 · Shane pushing back 2/10 Entering Walmart and Commercial Quality for Residential Users Shane questions why David sells in retail and how Filterbuy competes with 3M. David highlights that 84% of commerce remains in stores and explains how Filterbuy utilizes commercial-grade materials across both residential and enterprise lines.1:02:51–1:08:50 · Shane pushing back 2/10 Filterbuy's Direct Supply Chain vs Traditional Retail Shane inquires into Filterbuy's distinction from traditional manufacturers. David explains the logistical inefficiencies of legacy multi-tier retail networks and critiques so-called DTC brands that rely on overseas contract manufacturing.1:08:50–1:13:28 · Shane pushing back 1/10 Harnessing Momentum and Overcoming Operational Crises Shane asks about the meaning of momentum in business. David illustrates how Filterbuy recovered from severe operational disruptions, such as a major Prime Day glitch, through persistent execution on core fundamentals.1:13:28–1:19:28 · Shane pushing back 2/10 The Four Fundamental Principles: Focus, Persistence, Resilience, Accountability Shane and David discuss founder discipline. David breaks down his four core operational principles: focus, persistence, resilience, and personal accountability structures.1:19:29–1:23:47 · Shane pushing back 1/10 The Breaking Point: The 24-Hour Hot Glue Machine Crisis Shane prompts David to describe his lowest operational crisis. David recounts driving overnight in a rented truck to Indiana to replace a failing cold glue laminator, nearly severing his finger during the machine setup.1:23:48–1:29:14 · Shane pushing back 2/10 Sponsor: Accenture Shane presents a hypothesis connecting deep informational mastery with executive confidence. David agrees, contrasting self-generated entrepreneurial confidence with the scarcity mindset common among salaried corporate professionals.1:29:14–1:33:25 · Shane pushing back 2/10 The Freight Fleet Blunder and the True Cost of Lost Focus Shane asks David about his biggest operational blunder. David details purchasing 50 semi-trucks during COVID supply disruptions and losing millions due to heavy managerial distraction from the core business.1:33:26–1:41:26 · Shane pushing back 2/10 HVAC Expansion: Learning from a $4.5M Acquisition Failure Shane asks David about his ongoing HVAC ventures. David candidly describes losing 4.5 million dollars on a rushed HVAC acquisition and outlines his strategy to build a national service brand using air filters as a customer acquisition entry point.1:41:27–1:45:39 · Shane pushing back 2/10 The Anti-Private Equity Approach to Long-Term Business Building Shane asks David to evaluate private equity rollups in the trades. David explains why he rejects financial engineering and short holding periods in favor of long-term operational integration.1:45:39–1:49:50 · Shane pushing back 1/10 The Psychological Necessity of Purpose Over Wealth Shane asks why humans gravitate toward clear visions and missions. David explains that material wealth alone breeds misery and purposelessness, recounting his decision not to retire early at age 40.1:49:51–1:52:44 · Shane pushing back 1/10 Balancing Entrepreneurial Obsession with Family Life Shane asks how David balances business obsession with family life. David shares his strict daily boundaries, returning home by 6:30 PM for family dinner while cutting out hobbies like golf or casual socializing.1:52:45–1:59:45 · Shane pushing back 2/10 Life Cheat Codes: Radical Self-Awareness vs Destructive Envy Shane and David discuss life cheat codes and the dangers of lifestyle creep. David quotes Charlie Munger on envy driving dissatisfaction and warns against the trap of golden handcuffs in high-earning careers.1:59:45–2:00:39 · Shane pushing back 1/10 Defining Success: A Life Without Regrets Shane asks the concluding signature question on how David defines success. David reflects on minimizing deathbed regrets of omission and Shane wraps up the episode.

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

0:00 · Shane 67% · guest 33%0:00 · Shane 67% · guest 33%3:00 · Shane 6.8% · guest 93.2%3:00 · Shane 6.8% · guest 93.2%6:00 · Shane 8.8% · guest 91.2%6:00 · Shane 8.8% · guest 91.2%9:00 · Shane 5.4% · guest 94.6%9:00 · Shane 5.4% · guest 94.6%12:00 · Shane 3.6% · guest 96.4%12:00 · Shane 3.6% · guest 96.4%15:00 · Shane 13.1% · guest 86.9%15:00 · Shane 13.1% · guest 86.9%18:00 · Shane 14.5% · guest 85.5%18:00 · Shane 14.5% · guest 85.5%21:00 · Shane 10.3% · guest 89.7%21:00 · Shane 10.3% · guest 89.7%24:00 · Shane 9.9% · guest 90.1%24:00 · Shane 9.9% · guest 90.1%27:00 · Shane 5.7% · guest 94.3%27:00 · Shane 5.7% · guest 94.3%30:00 · Shane 1.5% · guest 98.5%30:00 · Shane 1.5% · guest 98.5%33:00 · Shane 0% · guest 100%33:00 · Shane 0% · guest 100%36:00 · Shane 12.9% · guest 87.1%36:00 · Shane 12.9% · guest 87.1%39:00 · Shane 8.5% · guest 91.5%39:00 · Shane 8.5% · guest 91.5%42:00 · Shane 0% · guest 100%42:00 · Shane 0% · guest 100%45:00 · Shane 5.2% · guest 94.8%45:00 · Shane 5.2% · guest 94.8%48:00 · Shane 5.4% · guest 94.6%48:00 · Shane 5.4% · guest 94.6%51:00 · Shane 14.2% · guest 85.8%51:00 · Shane 14.2% · guest 85.8%54:00 · Shane 4.8% · guest 95.2%54:00 · Shane 4.8% · guest 95.2%57:00 · Shane 5.1% · guest 94.9%57:00 · Shane 5.1% · guest 94.9%1:00:00 · Shane 3.3% · guest 96.7%1:00:00 · Shane 3.3% · guest 96.7%1:03:00 · Shane 1.6% · guest 98.4%1:03:00 · Shane 1.6% · guest 98.4%1:06:00 · Shane 8.7% · guest 91.3%1:06:00 · Shane 8.7% · guest 91.3%1:09:00 · Shane 0.8% · guest 99.2%1:09:00 · Shane 0.8% · guest 99.2%1:12:00 · Shane 1.5% · guest 98.5%1:12:00 · Shane 1.5% · guest 98.5%1:15:00 · Shane 0% · guest 100%1:15:00 · Shane 0% · guest 100%1:18:00 · Shane 6.7% · guest 93.3%1:18:00 · Shane 6.7% · guest 93.3%1:21:00 · Shane 0% · guest 100%1:21:00 · Shane 0% · guest 100%1:24:00 · Shane 9.5% · guest 90.5%1:24:00 · Shane 9.5% · guest 90.5%1:27:00 · Shane 5.7% · guest 94.3%1:27:00 · Shane 5.7% · guest 94.3%1:30:00 · Shane 2.2% · guest 97.8%1:30:00 · Shane 2.2% · guest 97.8%1:33:00 · Shane 6.1% · guest 93.9%1:33:00 · Shane 6.1% · guest 93.9%1:36:00 · Shane 3.7% · guest 96.3%1:36:00 · Shane 3.7% · guest 96.3%1:39:00 · Shane 10.8% · guest 89.2%1:39:00 · Shane 10.8% · guest 89.2%1:42:00 · Shane 0% · guest 100%1:42:00 · Shane 0% · guest 100%1:45:00 · Shane 1.9% · guest 98.1%1:45:00 · Shane 1.9% · guest 98.1%1:48:00 · Shane 3.3% · guest 96.7%1:48:00 · Shane 3.3% · guest 96.7%1:51:00 · Shane 4% · guest 96%1:51:00 · Shane 4% · guest 96%1:54:00 · Shane 18.9% · guest 81.1%1:54:00 · Shane 18.9% · guest 81.1%1:57:00 · Shane 2.5% · guest 97.5%1:57:00 · Shane 2.5% · guest 97.5%2:00:00 · Shane 37.2% · guest 62.8%2:00:00 · Shane 37.2% · guest 62.8%
Sharpest disagreement ▶ 50:54 Dismissing the question on Amazon customer data

David directly rejects Shane's premise about capturing direct email data on Amazon, calling it the wrong question and labeling brands that avoid Amazon as naive.

Hardest push from Shane ▶ 18:48 Pressing on executive hiring at scale

Shane drills David on the mechanics of hiring senior leaders for a billion-dollar company, questioning whether he sought proven candidates or specific personality traits.

Biggest teaching moment ▶ 1:02:57 Dismantling legacy retail supply chains

David breaks down the multi-touch distribution inefficiencies of legacy competitors like 3M, illustrating why traditional retail models cannot match vertically integrated logistics.

Shane holds their own ▶ 16:04 Applying the ceiling of brute force framework

Shane introduces Brent Beshore's framework on the ceiling of brute force, demonstrating theoretical expertise on why early-stage bootstrapping hits operational walls.

the scores for every segment, with the reasoning behind each
ChapterTopicShane as informed peerGuest teachingGuest disagreementShane pushing backWhy
From Goldman Sachs to Entrepreneurial Decision Making 3312 Shane asks open questions about David's time at Goldman Sachs and the analytical habits he built there. David explains how trading taught him rapid risk evaluation and the distinction between one-way and two-way doors.
Burning the Boats: An All-In Commitment to Entrepreneurship 3322 Shane digs into David's commitment to Filterbuy and his perspective on obsession. David explains why he views complete obsession as essential for outsized success when competing in global markets.
Bootstrapping the First Factory and Wearing Every Hat 5412 Shane references the ceiling of brute force to frame David's early manufacturing grind. David describes traveling weekly to Alabama while handling marketing and programming at night during the bootstrapping phase.
Building the Executive Management Team 4543 David immediately interrupts to correct Shane's phrasing about 'trying' to build a billion-dollar business. He then outlines his shift from hiring for general potential to hiring experienced executives who have solved specific operational bottlenecks.
Sponsor: Accenture 3412 Following the mid-roll ad break, Shane asks about the management lessons David learned from working with executive coach Dr. Gurner. David details how external coaching created necessary accountability as a sole bootstrapped founder.
Designing Departmental Operating Systems and Mission 3512 Shane asks David how he implements organizational operating systems like Traction and Rockefeller Habits. David explains why different departments require tailored frameworks rather than a dogmatic company-wide structure.
Enforcing Core Company Values in Daily Operations 4411 Shane notes the common corporate cynicism around mission statements. David demonstrates how Filterbuy operationalizes values like bias to action into concrete performance coaching and monthly awards.
Early Side Hustles and Evolution of Marketing Skills 3521 David corrects Shane's assumption that he possessed zero DTC marketing background, revealing his history with computer sales, Craigslist affiliate marketing, and dropshipping office supplies on Amazon.
Brand Identity vs Intent-Based Acquisition 3522 Shane prompts David on customer search intent and marketing strategy. David distinguishes brand reputation from marketing tactics and explains his early intent-based ad dominance across search platforms.
Embracing the Amazon Ecosystem 4664 Shane pushes on whether David captures customer contact information on Amazon. David flatly rejects the premise of the question, arguing that avoiding Amazon out of data purism ignores 60% of consumers.
Sponsor: Google Chrome 3423 Shane asks why brands focus on transitioning Amazon buyers to direct channels. David calls it a fool's errand, emphasizing that Filterbuy manages high-volume ad budgets in-house while focusing on meeting buyers wherever they transact.
Entering Walmart and Commercial Quality for Residential Users 3522 Shane questions why David sells in retail and how Filterbuy competes with 3M. David highlights that 84% of commerce remains in stores and explains how Filterbuy utilizes commercial-grade materials across both residential and enterprise lines.
Filterbuy's Direct Supply Chain vs Traditional Retail 4632 Shane inquires into Filterbuy's distinction from traditional manufacturers. David explains the logistical inefficiencies of legacy multi-tier retail networks and critiques so-called DTC brands that rely on overseas contract manufacturing.
Harnessing Momentum and Overcoming Operational Crises 3411 Shane asks about the meaning of momentum in business. David illustrates how Filterbuy recovered from severe operational disruptions, such as a major Prime Day glitch, through persistent execution on core fundamentals.
The Four Fundamental Principles: Focus, Persistence, Resilience, Accountability 4412 Shane and David discuss founder discipline. David breaks down his four core operational principles: focus, persistence, resilience, and personal accountability structures.
The Breaking Point: The 24-Hour Hot Glue Machine Crisis 2411 Shane prompts David to describe his lowest operational crisis. David recounts driving overnight in a rented truck to Indiana to replace a failing cold glue laminator, nearly severing his finger during the machine setup.
Sponsor: Accenture 4412 Shane presents a hypothesis connecting deep informational mastery with executive confidence. David agrees, contrasting self-generated entrepreneurial confidence with the scarcity mindset common among salaried corporate professionals.
The Freight Fleet Blunder and the True Cost of Lost Focus 3512 Shane asks David about his biggest operational blunder. David details purchasing 50 semi-trucks during COVID supply disruptions and losing millions due to heavy managerial distraction from the core business.
HVAC Expansion: Learning from a $4.5M Acquisition Failure 3512 Shane asks David about his ongoing HVAC ventures. David candidly describes losing 4.5 million dollars on a rushed HVAC acquisition and outlines his strategy to build a national service brand using air filters as a customer acquisition entry point.
The Anti-Private Equity Approach to Long-Term Business Building 4522 Shane asks David to evaluate private equity rollups in the trades. David explains why he rejects financial engineering and short holding periods in favor of long-term operational integration.
The Psychological Necessity of Purpose Over Wealth 3411 Shane asks why humans gravitate toward clear visions and missions. David explains that material wealth alone breeds misery and purposelessness, recounting his decision not to retire early at age 40.
Balancing Entrepreneurial Obsession with Family Life 2411 Shane asks how David balances business obsession with family life. David shares his strict daily boundaries, returning home by 6:30 PM for family dinner while cutting out hobbies like golf or casual socializing.
Life Cheat Codes: Radical Self-Awareness vs Destructive Envy 4412 Shane and David discuss life cheat codes and the dangers of lifestyle creep. David quotes Charlie Munger on envy driving dissatisfaction and warns against the trap of golden handcuffs in high-earning careers.
Defining Success: A Life Without Regrets 2301 Shane asks the concluding signature question on how David defines success. David reflects on minimizing deathbed regrets of omission and Shane wraps up the episode.

Statements from this episode (43)

Disclosure
Building a public personal brand burns alternative career options
“And, you know, a big motivation for me going so public with my personal brand in the last couple of months is Really about burning the boats behind me because, you know, I'm on a mission to build the world's leading indoor air quality company, and, you know, I…”
David Heacock Feb 18, 2025 ▶ 6:46
Insight
Disproportionate success requires obsession because competitors are obsessed
“Yeah, I mean, I think if you want to do anything big, you have to be obsessed, because if not, you're competing with somebody who is. And, you know, it's completely okay not to be obsessed. I mean, there's, and not to be super driven, or, like, there's no Ther…”
David Heacock Feb 18, 2025 ▶ 7:34
Insight
Business success evolves rather than following a master plan
“Well, I think that people like to look back and, you know, kind of idolize and act as if there's, you know, there was a plan, it was a plan all along, when oftentimes it's you know, evolution of skills and an evolution of your thinking.”
David Heacock Feb 18, 2025 ▶ 10:08
Assertion Not checkable as stated
Filterbuy generated $70 million in revenue in 2019
“In 2019, we did about seventy million dollars of revenue.”
David Heacock Feb 18, 2025 ▶ 12:07
Assertion Not checkable as stated
Filterbuy will reach roughly $250 million in revenue in 2024
“And, you know, now in 20, 24, we'll do about two hundred fifty million dollars of revenue.”
David Heacock Feb 18, 2025 ▶ 12:16
Assertion Not checkable as stated
Filterbuy needed four years to beat wholesaler manufacturing costs
“It really took me three to four years to get to the point where we could manufacture a product profitably. And what I mean by that is until that three or four year period, it would have been cheaper for me to buy the product we were selling from a large manufa…”
David Heacock Feb 18, 2025 ▶ 13:48
Disclosure
Heacock commuted NYC to Alabama weekly for Filterbuy's first three years
“I actually kept a car in Atlanta at the, you know, parking go where I would go there on Monday morning and then drive from Atlanta to Talladega. It's about a two hour drive. And I would stay there Monday through Friday and come back, and so for the first three…”
David Heacock Feb 18, 2025 ▶ 15:13
Insight
Founders must personally build operating systems for novel businesses
“You as an entrepreneur have to really understand your business if you want to be able to scale and do anything big. And it's almost impossible, in my opinion, especially when you're smaller, to hire somebody that That's going to build the systems that you need…”
David Heacock Feb 18, 2025 ▶ 16:28
Insight
Competitors outsourcing core functions will struggle against hands-on founders
“I think the fact that I understand our finance function, I understand our marketing function. I understand our manufacturing and operations function. I understand our shipping function. All with a great level of detail puts me in a position that if you want to…”
David Heacock Feb 18, 2025 ▶ 17:55
Prediction Open · timeframe Feb 2035
Filterbuy will reach $1 billion in revenue within ten years
“In the next five to 10 years, I intend to take that to a billion dollars plus.”
David Heacock Feb 18, 2025 ▶ 19:34
Insight
Companies should hire for proven problem-solving over aspirational potential
“I think that I've made the mistake historically of hiring aspirationally when I think that you're much better off, or at least I'm much better off, Hiring somebody that's already solved the problem that I've already noticed I need to solve.”
David Heacock Feb 18, 2025 ▶ 24:08
Disclosure
Filterbuy is fully bootstrapped with no board of directors
“First of all, I'm a bootstrapped entrepreneur. I own my own business. I don't have a board of directors, and so I don't have accountability that's baked in, right?”
David Heacock Feb 18, 2025 ▶ 26:51
Insight
Companies must fire high performers who violate core values
“If you have somebody that maybe is a high performer, but is clearly not consistent with your values, you have to be willing to part ways with them, even if that's going to be tough for a while for your company.”
David Heacock Feb 18, 2025 ▶ 39:02
Disclosure
Heacock made $500,000 in 2008 via a StubHub affiliate side hustle
“In 2008, I made about half a million dollars that year, just, you know, on this side hustle doing affiliate marketing.”
David Heacock Feb 18, 2025 ▶ 41:44
Disclosure
My Office Delivered generated $6.5 million in 2009 dropshipping supplies
“I started a company called My Office Delivered, where we were effectively drop shipping office supplies, and in 2009 sold, you know, six and a half million dollars or so of office supplies, primarily on Amazon, and when I looked at the actual underlying data o…”
David Heacock Feb 18, 2025 ▶ 41:58
Assertion Not checkable as stated
Filterbuy makes air filters for $2 and sells them for $12
“We manufacture an air filter for about two dollars and sell it on average for 12.”
David Heacock Feb 18, 2025 ▶ 48:53
Assertion Not publicly verifiable
Filterbuy captures 25% to 33% of Amazon furnace filter sales
“Between one and four and one and three filters purchased in the furnace filter category on Amazon is one of ours.”
David Heacock Feb 18, 2025 ▶ 50:24
Disclosure
Filterbuy fulfills 100% of its Amazon orders directly
“We fulfill a hundred percent of our orders on Amazon.”
David Heacock Feb 18, 2025 ▶ 50:45
Opinion
Brands refusing to sell on Amazon are incredibly naive
“I think anybody that kiss themselves and says, oh, you know, I'm too good to sell on Amazon or I want to ignore it is just incredibly naive.”
David Heacock Feb 18, 2025 ▶ 52:21
Insight
Converting Amazon shoppers to direct DTC is a fool's errand
“Early on, I would spend some time thinking about that, and honestly, I realized, at least in our case, and maybe everybody's different, it's a fool's errand. I mean, it's like there's a reason why customers choose to buy on Amazon.”
David Heacock Feb 18, 2025 ▶ 53:56
Assertion Supported
Filterbuy launches in 505 Walmart stores
“We just launched in 505 Walmarts and really have a big retail strategy going forward.”
David Heacock Feb 18, 2025 ▶ 55:04
Disclosure
Filterbuy targets $42M in marketing spend after $38M year
“Our budget next year is forty-two million dollars for our marketing in general. So, like, we've spent about 40, it's a forty-two million dollar line item for us. At least going into next year, I think it was thirty-eight million dollars this year.”
David Heacock Feb 18, 2025 ▶ 56:12
Disclosure
Filterbuy sells 10,000 to 20,000 units weekly in 505 Walmart stores
“We now are selling between 10 and 20,000 units a week in Walmart, and that's 10 to 20,000 new to potential new to brand customers a week that we are reaching just in our kind of trial, 505 store period in Walmart.”
David Heacock Feb 18, 2025 ▶ 58:57
Assertion Contradicted
70% of all air filters are purchased for commercial settings
“70% of air filtration is actually commercial. And so, 70% of air filters that are purchased are purchased for a commercial setting.”
David Heacock Feb 18, 2025 ▶ 1:01:29
Opinion
Big platforms unknowingly subsidize 3M's online air filter pricing
“In my opinion that a lot of these big companies actually subsidize companies like three M maybe unknowingly to compete on price on, on online on some of these products because The economics of shipping them and putting them through their distribution networks …”
David Heacock Feb 18, 2025 ▶ 1:04:00
Assertion Not checkable as stated
No air filter competitor matches Filterbuy's vertically integrated scale
“There are a lot of manufacturers of air filters. There are a lot of, you know, retailers and distributors of air filters, but there's nobody at least at our scale that does the whole thing from, you know, raw material to effectively in delivery.”
David Heacock Feb 18, 2025 ▶ 1:05:45
Opinion
Most D2C brands just outsource manufacturing and 3PL fulfillment
“Basically every direct to consumer quote unquote brand that I'm aware of is effectively You know, manufacturing their product with an, with a overseas contract manufacturer putting their name on it, and maybe they're doing some innovation in the product itself…”
David Heacock Feb 18, 2025 ▶ 1:07:52
Disclosure
Heacock rejects labeling Filterbuy a D2C brand
“I do not want to be considered a direct to consumer brand. I want to be an indoor air quality brand. I mean, that, that's really what I want to be because I think direct to consumer is so limiting.”
David Heacock Feb 18, 2025 ▶ 1:08:31
Assertion Not checkable as stated
Filterbuy lost $2 million on Prime Day due to an Amazon glitch
“We had a big Prime deal that was running, and by some glitch of the system I got a call at three o'clock in the morning from someone at Amazon that our deal was not running, and they were looking at fixing it. I got up, started monitoring it, and by nine o'clo…”
David Heacock Feb 18, 2025 ▶ 1:10:20
Disclosure
Starting a freight business during COVID was a big mistake
“Like I started a freight business during COVID, and that I could kind of squint and say made sense because I'm in the logistics business after all, right? But, it ended up being a big mistake”
David Heacock Feb 18, 2025 ▶ 1:14:01
Insight
Truly successful people rely on obsession, not willpower
“Willpower is not a strategy. You know, that's why, kind of going back to your obsession point, the people that I think are really successful are obsessed, because when you're obsessed with something, you're not, like, you don't need willpower, because it's jus…”
David Heacock Feb 18, 2025 ▶ 1:18:23
Disclosure
Heacock spent his last $55,000 on a hot glue laminator
“I spent, you know, like, 55,000 dollars, probably close to the last 55 grand I had to buy that, that hot glue laminator.”
David Heacock Feb 18, 2025 ▶ 1:21:30
Insight
Working for others prevents building true entrepreneurial confidence
“When you're working for somebody else or relying on other people to You know, pay you or validate you that you never really get the confidence that you can build as an entrepreneur when you're kind of out there making things happen on your own.”
David Heacock Feb 18, 2025 ▶ 1:26:52
Insight
Unearned wealth traps people in a fearful scarcity mindset
“When people get money that they maybe didn't deserve or they didn't earn, then they're forever living in a scarcity mindset because they're afraid of losing it. Because if you have something that you covet that you have no way of getting back if you lose it, t…”
David Heacock Feb 18, 2025 ▶ 1:28:11
Disclosure
Heacock liquidated Filterbuy's truck fleet in 2023, losing millions
“Ultimately, I liquidated all of those trucks at the end of twenty-twenty-three. All in, that probably was a three or four million dollar mistake on my side.”
David Heacock Feb 18, 2025 ▶ 1:32:28
Assertion Supported
Typical good HVAC service businesses operate at 15-20% net margins
“A typical HVAC service business operates at about a 15 to 20% net margin is what you'd find most, most good HVAC services business, businesses operate at.”
David Heacock Feb 18, 2025 ▶ 1:34:20
Assertion Not checkable as stated
Filterbuy has sold to roughly eight million unique US residences
“We have sold to Somewhere around eight million unique residences across the country.”
David Heacock Feb 18, 2025 ▶ 1:36:59
Assertion Supported
HVAC customer acquisition costs average $500 for AC replacements
“Customer acquisition costs in the HVAC service space is very high. I mean you may be paying 500 dollars for a new customer on average if you're looking for a replacement or whatnot of an AC unit”
David Heacock Feb 18, 2025 ▶ 1:40:41
Disclosure
Heacock has no intention to sell or flip Filterbuy
“And, you know, I have no intention to sell my businesses. I think there's a world in which we may go public one day way down the road. But other than that, like I've, I'm in it for the long haul, and I don't have any intention to buy it and, you know, flip it,…”
David Heacock Feb 18, 2025 ▶ 1:41:58
Assertion Not checkable as stated
Heacock lost $4.5M on his first $3.5M acquisition
“My first acquisition, I Lost four and a half million dollars. And you know, that, and that was on a, you know, three and a half million dollar purchase price, so we managed to lose more than we paid for the business, you know, in trying to fix it.”
David Heacock Feb 18, 2025 ▶ 1:42:23
Assertion Not checkable as stated
Almost all Filterbuy senior hires fled miserable PE-backed firms
“Almost every major person that I've hired at management level has come from A company that was owned by a private equity company, and they absolutely hated it, and they were looking for, you know, a different path.”
David Heacock Feb 18, 2025 ▶ 1:44:46
Disclosure
Heacock chose building Filterbuy over a multi-hundred-million-dollar retirement
“You know, about two years ago, and really when I started working with Dr. Gurner, I was, you know, having a little bit of a crisis of self in that, you know, what do I want out of life? I could sell the business and you know, have more money than I could ever …”
David Heacock Feb 18, 2025 ▶ 1:47:56
Insight
Overcome lifestyle creep by adding value, not cutting expenses
“To me, the answer isn't living a lower lifestyle in those cases. The answer is going out and figuring out a way to add value to be able to deserve that lifestyle.”
David Heacock Feb 18, 2025 ▶ 1:59:19
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 200 episodes transcribed, diarized, checked and made playable, runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the moments worth sharing, cuts them, captions them, and reframes them for every feed.