| 400% | “400%” | Habib: Writer has the potential to become a 400 percent NRR company | May Habib | Feb 29, 2024 | — |
| 209% | “209%” | Habib: Writer achieves 209 percent Net Retention Rate | May Habib | Feb 29, 2024 | — |
| 200% | “200%” | Asthana: Postman's recurring revenue grew 200% initially, then 100% annually | Abhinav Asthana | Aug 28, 2025 | — |
| 125% | “125%” | Copplestone: Support outreach boosts Supabase account usage growth to 125% QoQ | Paul Copplestone | Jun 25, 2026 | — |
| 100% | “hundred percent” | Sager: Plaid kept Visa acquisition deal team intentionally small | Eric Sager | Jul 16, 2026 | — |
| 100% | “hundred percent” | Sager: Plaid intentionally avoids running at 100% capacity to preserve agility | Eric Sager | Jul 16, 2026 | — |
| 100% | “hundred percent” | Noronha: Presentation Prosumer Products Cannot Achieve Over 100% NRR | Jon Noronha | Jul 24, 2026 | — |
| 100% | “hundred percent” | Moreno: Windsurf Decided to Route 100% of Revenue Through Partners | Graham Moreno | May 21, 2026 | — |
| 100% | “hundred percent” | Varanasi: Meter lost 100% of customer office activity starting March 12, 2020 | Anil Varanasi | Dec 10, 2025 | — |
| 100% | “hundred percent” | ClassDojo has never spent a single dollar on paid user acquisition | Sam Chaudhary | Sep 3, 2025 | — |
| 100% | “hundred percent” | Kanter: Founder anti-VC bias stems from confusing ownership with control | Zack Kanter | Nov 6, 2025 | — |
| 100% | “hundred percent” | Asthana: Postman's recurring revenue grew 200% initially, then 100% annually | Abhinav Asthana | Aug 28, 2025 | — |
| 100% | “hundred percent” | Taking a product from 95% to 100% quality is exceptionally challenging | Ankur Goyal | Jul 24, 2025 | — |
| 100% | “hundred percent” | Milliano: Founders must lend social capital to onboard new executives | Eeke de Milliano | Mar 6, 2025 | — |
| 100% | “hundred percent” | Busque: 100% of Guideline's 401(k) plans require automatic enrollment | Kevin Busque | Feb 20, 2025 | — |
| 100% | “hundred percent” | Moore: RJMetrics growth plummeted from 100% to 10% amid high churn | Bob Moore | Sep 19, 2024 | — |
| 100% | “hundred percent” | Gupta: Companies building a second product should dedicate 100% GTM resources early | Anneka Gupta | Oct 10, 2024 | — |
| 100% | “hundred percent” | Every Unblocked user first asks questions they already know to test it | Dennis Pilarinos | Mar 21, 2024 | — |
| 100% | “hundred percent” | Blank: Initial customer discovery via Zoom is a 20x force multiplier | Steve Blank | Dec 21, 2023 | — |
| 100% | “hundred percent” | Weiss: Product taste is not innate and can be 100% learned | Noah Desai Weiss | Jul 13, 2023 | — |
| 100% | “hundred percent” | AI models will likely never reach total accuracy for subjective feedback categorization | Ryan Glasgow | Sep 7, 2023 | — |
| 99.9% | “99.9%” | Copplestone: Building in SF is the right approach for 99.9% of startups | Paul Copplestone | Jun 25, 2026 | — |
| 99.9% | “99.9%” | Winters: Restaurant kitchens are underutilized fixed assets constrained only by seating | Casey Winters | May 30, 2024 | — |
| 99% | “99%” | Kanter: Half of B2B deals that seem 99% likely to close fail | Zack Kanter | Nov 6, 2025 | — |
| 99% | “99%” | Taking a product from 95% to 100% quality is exceptionally challenging | Ankur Goyal | Jul 24, 2025 | — |
| 98% | “98%” | MacInnis: 98% of coaching is vapid blood sucking by poor operators | Matt MacInnis | Apr 25, 2024 | — |
| 98% | “98%” | Blank: Ballmer collapsed Microsoft OS share by missing mobile and search | Steve Blank | Dec 21, 2023 | — |
| 97% | “97%” | Xero's AI bank reconciliation hits 97% accuracy, saving businesses 22 hours monthly | Diya Jolly | Apr 30, 2026 | — |
| 95% | “95%” | Xero's AI financial chatbot hits 95% accuracy on scenario and advice queries | Diya Jolly | Apr 30, 2026 | — |
| 95% | “95%” | Taking a product from 95% to 100% quality is exceptionally challenging | Ankur Goyal | Jul 24, 2025 | — |
| 95% | “95%” | Lerner: 95% of PayPal's Growth Came From Just Five Initiatives | Matt Lerner | Sep 26, 2024 | — |
| 95% | “95%” | Weiss: Slack's PLG Team Launches 95% of Features as Experiments | Noah Desai Weiss | Jul 13, 2023 | — |
| 92% | “92%” | Payne: 92% of eBay sales went through search in 2009 | Christopher Payne | Apr 17, 2026 | — |
| 92% | “92%” | Busque: 92% of Guideline participants accept automated portfolio recommendations | Kevin Busque | Feb 20, 2025 | — |
| 92% | “92%” | Busque: 92% of Guideline customers are on integrated payroll platforms | Kevin Busque | Feb 20, 2025 | — |
| 90% | “90%” | Noronha: Presentation creators reported spending 90% of time formatting slides | Jon Noronha | Jul 24, 2026 | — |
| 90% | “90%” | Payne: Leaders must ring-fence 10% of resources to protect new initiatives | Christopher Payne | Apr 17, 2026 | — |
| 90% | “90%” | Epling: Engineering teams should target hitting 90% of dates to avoid sandbagging | Jeremy Epling | Mar 19, 2026 | — |
| 90% | “90%” | Varanasi: 90% of networking equipment is sold through channel partners | Anil Varanasi | Dec 10, 2025 | Supported |
| 90% | “90%” | London: Polite customer feedback provides zero signal compared to extreme reactions | Tomer London | Jul 1, 2025 | — |
| 90% | “90%” | Magnuson: 85% to 90% of mobile SaaS in 2012-2015 targeted gaming | Bill Magnuson | Feb 6, 2025 | — |
| 90% | “90%” | Startups must find the 10% of work yielding 90% of results | Matt Lerner | Sep 26, 2024 | — |
| 90% | “90%” | Zima: $25k ACV, 90% margin software startups can afford high-touch support | Colin Zima | Oct 12, 2023 | — |
| 90% | “90%” | High decision velocity with 60% accuracy massively outperforms slow perfectionism | Jack Altman | Jul 6, 2023 | — |
| 85% | “85%” | Weiss: 85% of Slack Enterprise Deals at IPO Originated from Self-Service | Noah Desai Weiss | Jul 13, 2023 | Not publicly verifiable |
| 80% | “80%” | Sager: Plaid pairs 80%-knowledge vertical sales quarterbacks with horizontal product specialists | Eric Sager | Jul 16, 2026 | — |
| 80% | “80%” | Kreps: CEOs must learn ~80% of what functional executives know | Jay Kreps | Mar 26, 2026 | — |
| 80% | “80%” | Kanter: Most buyers won't pay more for software beyond 80% quality | Zack Kanter | Nov 6, 2025 | — |
| 80% | “80%” | Reducto refused equation parsing requests to focus on higher-value table parsing | Adit Abraham | Apr 29, 2025 | — |
| 80% | “80%” | De Milliano: 80% of executive hiring success comes from pre-interview introspection | Eeke de Milliano | Mar 6, 2025 | — |
| 80% | “80%” | Gupta: New enterprise products only need one killer differentiating feature to sell | Anneka Gupta | Oct 10, 2024 | — |
| 80% | “80%” | Over 80% of the S&P 500 has turned over in 30 years | Adam Nash | Apr 4, 2024 | Supported |
| 80% | “80%” | Adding donation presets in multiples of 18 increased median Jewish donations 80% | Adam Nash | Apr 4, 2024 | Supported |
| 80% | “80%” | Strategic roadmaps should be 80% vision-led; tactical roadmaps should be 80% customer-led | Eilon Reshef | Mar 28, 2024 | — |
| 80% | “80%” | Reshef: Winning competitive deals is much harder than satisfying design partners | Eilon Reshef | Mar 28, 2024 | — |
| 80% | “80%” | Oliver Jay: Enterprise product feedback is ~80% field-driven, unlike PLG aggregate data | Oliver Jay | Jan 4, 2024 | — |
| 80% | “80%” | Eighty percent of early tech unicorns were built on Asana | Oliver Jay | Jan 4, 2024 | — |
| 80% | “80%” | Software category leaders eventually capture 70% to 80% of market share | Oliver Jay | Jan 4, 2024 | — |
| 76% | “76%” | Busque: 76% of US investors first learn to invest via 401(k)s | Kevin Busque | Feb 20, 2025 | Supported |
| 75% | “75%” | Reshef: 66% to 75% of Gong Engage buyers are cross-sold customers | Eilon Reshef | Mar 28, 2024 | — |
| 75% | “75%” | Weiss: Slack leans 75% on data for small features, 75% on taste for big bets | Noah Desai Weiss | Jul 13, 2023 | — |
| 75% | “75%” | Seshan: Stripe core payments took around 75% of engineering bandwidth | Tara Seshan | Jun 22, 2023 | — |
| 71% | “71%” | Engineering teams should spend 71% on structured work and 29% exploring | Michael Lopp | Jan 25, 2024 | — |
| 70% | “70%” | Hirshberg: 70% of Artemis customers fully replace legacy security solutions | Shachar Hirshberg | Apr 21, 2026 | — |
| 70% | “70%” | Chaudhary: 70% of education spending goes to personnel, leaving little for tech | Sam Chaudhary | Sep 3, 2025 | Supported |
| 70% | “70%” | Busque: 65% to 70% of 401(k) participants don't know they pay fees | Kevin Busque | Feb 20, 2025 | Supported |
| 70% | “70%” | Bob Moesta boosted housing sales 70% by advertising in the obituaries | Matt Lerner | Sep 26, 2024 | Partly supported |
| 70% | “70%” | In 2012, over 70% of Square's merchants were individual solopreneurs | Michael Cieri | Feb 8, 2024 | Not publicly verifiable |
| 70% | “70%” | Reshef: Objective software metrics eliminate sales reps' defensiveness and speed self-improvement | Eilon Reshef | Mar 28, 2024 | — |
| 70% | “70%” | Inbound product-led sales roles are 70% customer success and 30% sales | Oliver Jay | Jan 4, 2024 | — |
| 70% | “70%” | Zima: Looker closed 30% of deals intra-quarter and 70% from prior quarters | Colin Zima | Oct 12, 2023 | — |
| 70% | “70%” | Weiss outlines Google's 70-20-10 product portfolio allocation framework | Noah Desai Weiss | Jul 13, 2023 | Supported |
| 70% | “70%” | High decision velocity with 60% accuracy massively outperforms slow perfectionism | Jack Altman | Jul 6, 2023 | — |
| 65% | “65%” | Smart Tales top-of-funnel repositioning lifted paywall conversion by 65% | Matt Lerner | Sep 26, 2024 | — |
| 60% | “60%” | Moreno: Parallel converts 50% of evaluations to scope and 60% to close | Graham Moreno | May 21, 2026 | — |
| 60% | “60%” | Hirshberg: Artemis co-founders spend over 60% of their time on hiring | Shachar Hirshberg | Apr 21, 2026 | — |
| 60% | “60%” | Akhund: Mercury lost 60% of revenue in March 2020 | Imad Akhund | Aug 6, 2025 | — |
| 60% | “60%” | Parrish: Figma's early sales team was roughly 60% female | Kyle Parrish | Jan 11, 2024 | — |
| 60% | “60%” | High decision velocity with 60% accuracy massively outperforms slow perfectionism | Jack Altman | Jul 6, 2023 | — |
| 50% | “50%” | Sager: Plaid COO allocates his calendar 50% business, 25% team, 25% ecosystem | Eric Sager | Jul 16, 2026 | — |
| 50% | “50%” | Product leaders must spend half their time thinking to remain competitive | Diya Jolly | Apr 30, 2026 | — |
| 50% | “50%” | Moreno: Parallel converts 50% of evaluations to scope and 60% to close | Graham Moreno | May 21, 2026 | — |
| 50% | “50%” | Hirshberg: 50% of Artemis customers are in highly regulated industries | Shachar Hirshberg | Apr 21, 2026 | — |
| 50% | “50%” | Varanasi: Networking revenue comprises nearly 50% of IT channel sales | Anil Varanasi | Dec 10, 2025 | Contradicted |
| 50% | “50%” | Kanter: Half of B2B deals that seem 99% likely to close fail | Zack Kanter | Nov 6, 2025 | — |
| 50% | “50%” | Guild: Customer retention is at least 50% emotional rather than purely utilitarian | Adam Guild | Mar 27, 2025 | — |
| 50% | “50%” | De Milliano: Executive hiring decisions fail 50% of the time within 18 months | Eeke de Milliano | Mar 6, 2025 | — |
| 50% | “50%” | Busque: Guideline's plan acquisition is split 50/50 between self-serve and sales | Kevin Busque | Feb 20, 2025 | — |
| 50% | “50%” | Winters: Marketplace network effects only kick in past 50% demand | Casey Winters | May 30, 2024 | — |
| 50% | “50%” | Gong allocates engineering resources: 50% core product, 25% adjacent, 25% net-new | Eilon Reshef | Mar 28, 2024 | — |
| 50% | “50%” | Narkhede: Kafka was used by 50% of Fortune 500 when Confluent launched | Neha Narkhede | Dec 8, 2023 | Contradicted |
| 50% | “50%” | Amin: Double down on what works rather than over-optimizing acceptable retention | Kareem Amin | Jan 18, 2024 | — |
| 50% | “50%” | Siroker predicts 50% of work will be fundamentally changed within 10 years | Dan Siroker | Sep 14, 2023 | — |
| 48% | “48%” | McCabe: Intercom AI bot resolves 48% of tickets vs Zendesk's 29% | Eoghan McCabe | Sep 5, 2024 | — |
| 41% | “41%” | McCabe: Intercom pull requests rose 41% in 12 months after CEO return | Eoghan McCabe | Sep 5, 2024 | — |
| 40% | “40%” | Moreno: Enterprise AI sales requires simultaneous top-down and bottom-up pressure | Graham Moreno | May 21, 2026 | — |
| 40% | “40%” | Moreno: Parallel converts 50% of evaluations to scope and 60% to close | Graham Moreno | May 21, 2026 | — |
| 40% | “40%” | Varanasi: Managing hardware allows Meter to use 20% to 40% pricier components | Anil Varanasi | Dec 10, 2025 | — |
| 40% | “40%” | Akhund: Mercury grew 30% to 40% monthly during its first year | Imad Akhund | Aug 6, 2025 | — |
| 40% | “40%” | In 2015, 30% to 40% of mid-market sales calls happened over video | Eilon Reshef | Mar 28, 2024 | — |
| 40% | “40%” | The Superhuman product-market fit metric can be misleading for multi-product expansion | Eilon Reshef | Mar 28, 2024 | — |
| 40% | “40%” | Zima: Embedded reporting grew to 30% to 40% of Looker's business | Colin Zima | Oct 12, 2023 | — |
| 40% | “40%” | Zima: Looker closed 30% of deals intra-quarter and 70% from prior quarters | Colin Zima | Oct 12, 2023 | — |
| 40% | “40%” | Siroker: Rewind AI exceeds Rahul Vohra's 40% PMF survey benchmark | Dan Siroker | Sep 14, 2023 | — |
| 36% | “36%” | Busque: TaskRabbit's 401(k) had only 36% participation, mostly directors and above | Kevin Busque | Feb 20, 2025 | — |
| 30% | “30%” | A single underperformer drags down total team performance by up to 30% | Diya Jolly | Apr 30, 2026 | — |
| 30% | “30%” | Hirshberg: 70% of Artemis customers fully replace legacy security solutions | Shachar Hirshberg | Apr 21, 2026 | — |
| 30% | “30%” | Varanasi: Managing hardware allows Meter to use 20% to 40% pricier components | Anil Varanasi | Dec 10, 2025 | — |
| 30% | “30%” | Canva grew monthly revenue 30 percent using one-dollar micro-transactions | Cameron Adams | Aug 20, 2025 | — |
| 30% | “30%” | Delivery apps charge restaurants 30% and consumers 20% on average per order | Adam Guild | Mar 27, 2025 | Supported |
| 30% | “30%” | Inbound product-led sales roles are 70% customer success and 30% sales | Oliver Jay | Jan 4, 2024 | — |
| 30% | “30%” | Asana had 5% company penetration compared to Dropbox and Slack's 30% | Oliver Jay | Jan 4, 2024 | — |
| 30% | “30%” | Operationalizing unstructured engineering innovation time at Palantir was a huge disaster | Michael Lopp | Jan 25, 2024 | — |
| 30% | “30%” | Executives will inevitably anger at least 30% of their organization | Michael Lopp | Jan 25, 2024 | — |
| 30% | “30%” | Zima: Looker closed 30% of deals intra-quarter and 70% from prior quarters | Colin Zima | Oct 12, 2023 | — |
| 30% | “30%” | Founders must shift from doing to multiplying at 15 employees | Jack Altman | Jul 6, 2023 | — |
| 29% | “29%” | McCabe: Intercom AI bot resolves 48% of tickets vs Zendesk's 29% | Eoghan McCabe | Sep 5, 2024 | — |
| 29% | “29%” | Operationalizing unstructured engineering innovation time at Palantir was a huge disaster | Michael Lopp | Jan 25, 2024 | — |
| 29% | “29%” | Lopp: Bad Product Managers Strip Engineers of Creative Agency and Invention | Michael Lopp | Jan 25, 2024 | — |
| 27% | “27%” | McCabe: Cut Intercom headcount by 27% and removed most HR upon return | Eoghan McCabe | Sep 5, 2024 | — |
| 25% | “25%” | Copplestone: Support outreach boosts Supabase account usage growth to 125% QoQ | Paul Copplestone | Jun 25, 2026 | — |
| 25% | “25%” | Sager: Plaid COO allocates his calendar 50% business, 25% team, 25% ecosystem | Eric Sager | Jul 16, 2026 | — |
| 25% | “25%” | Jyoti Bansal spent 25% of his time managing a broken AppDynamics board | Jyoti Bansal | Nov 19, 2025 | — |
| 25% | “25%” | Agrawal: Twitter planned 20-25% headcount cut just before Musk acquisition | Parag Agrawal | Aug 14, 2025 | — |
| 25% | “25%” | Gong allocates engineering resources: 50% core product, 25% adjacent, 25% net-new | Eilon Reshef | Mar 28, 2024 | — |
| 20.25% | “20.25%” | Sager: Plaid COO allocates his calendar 50% business, 25% team, 25% ecosystem | Eric Sager | Jul 16, 2026 | — |
| 20% | “20%” | Varanasi: Managing hardware allows Meter to use 20% to 40% pricier components | Anil Varanasi | Dec 10, 2025 | — |
| 20% | “20%” | Varanasi: Expanding initial startup scope by 20% unlocks vastly more value | Anil Varanasi | Dec 10, 2025 | — |
| 20% | “20%” | Latency percentage gains matter substantially more on minute-long AI workloads | Gorkem Yurtseven | Oct 22, 2025 | — |
| 20% | “20%” | Serval expects forward-deployed engineers to spend 20%+ time talking to customers | Jake Stauch | Oct 23, 2025 | — |
| 20% | “20%” | Cramer: Sentry's tracing product drives 20% of revenue despite lacking PMF | David Cramer | Jun 19, 2025 | — |
| 20% | “20%” | Delivery apps charge restaurants 30% and consumers 20% on average per order | Adam Guild | Mar 27, 2025 | Supported |
| 20% | “20%” | Gupta: New enterprise products only need one killer differentiating feature to sell | Anneka Gupta | Oct 10, 2024 | — |
| 20% | “20%” | Gupta: Companies building a second product should dedicate 100% GTM resources early | Anneka Gupta | Oct 10, 2024 | — |
| 20% | “20%” | Product roadmaps should follow a 70-20-10 split for metrics, requests, and delight | Adam Nash | Apr 4, 2024 | — |
| 20% | “20%” | Narkhede: Competing against a thought leader is harder than product-level competition | Neha Narkhede | Dec 8, 2023 | — |
| 20% | “20%” | Oliver Jay: Enterprise product feedback is ~80% field-driven, unlike PLG aggregate data | Oliver Jay | Jan 4, 2024 | — |
| 20% | “20%” | Zima: Looker's 6% spend on support drove 15-20% lift across metrics | Colin Zima | Oct 12, 2023 | — |
| 20% | “20%” | Weiss outlines Google's 70-20-10 product portfolio allocation framework | Noah Desai Weiss | Jul 13, 2023 | Supported |
| 20% | “20%” | Founders must shift from doing to multiplying at 15 employees | Jack Altman | Jul 6, 2023 | — |
| 15% | “15%” | ClassDojo retained users at 6x the rate of typical consumer apps | Sam Chaudhary | Sep 3, 2025 | — |
| 15% | “15%” | Winters: SaaS networks yield fewer venture wins than demand-owning marketplaces | Casey Winters | May 30, 2024 | — |
| 10% | “10%” | Noronha: Pre-AI Gamma had an 'appallingly low' 5% to 10% activation rate | Jon Noronha | Jul 24, 2026 | — |
| 10% | “10%” | Noronha: Presentation creators reported spending 90% of time formatting slides | Jon Noronha | Jul 24, 2026 | — |
| 10% | “10%” | Moreno: Top three AI vendors in any category have roughly equal tech | Graham Moreno | May 21, 2026 | — |
| 10% | “10%” | Payne: Leaders must ring-fence 10% of resources to protect new initiatives | Christopher Payne | Apr 17, 2026 | — |
| 10% | “10%” | Kanter: Founder anti-VC bias stems from confusing ownership with control | Zack Kanter | Nov 6, 2025 | — |
| 10% | “10%” | Diners choose direct ordering for value and convenience, not to help restaurants | Adam Guild | Mar 27, 2025 | — |
| 10% | “10%” | Saarinen: Linear waitlist reached 10,000 emails with 10% converting | Karri Saarinen | Jun 5, 2025 | — |
| 10% | “10%” | Startups must find the 10% of work yielding 90% of results | Matt Lerner | Sep 26, 2024 | — |
| 10% | “10%” | Moore: RJMetrics growth plummeted from 100% to 10% amid high churn | Bob Moore | Sep 19, 2024 | — |
| 10% | “10%” | Handy: dbt Labs grew 10% month-over-month for six years straight | Tristan Handy | Dec 19, 2024 | — |
| 10% | “10%” | Product roadmaps should follow a 70-20-10 split for metrics, requests, and delight | Adam Nash | Apr 4, 2024 | — |
| 10% | “10%” | Weiss outlines Google's 70-20-10 product portfolio allocation framework | Noah Desai Weiss | Jul 13, 2023 | Supported |
| 10% | “10%” | Elliott-McCrea: Stack ranking and firing the bottom 10% damages company culture | Kellan Elliott-McCrea | Aug 17, 2023 | — |
| 10% | “10%” | Drumright: Asking for percentile rankings forces honesty during reference checks | Anique Drumright | Aug 3, 2023 | — |
| 6% | “six percent” | Kao: Completion rates for asynchronous video courses were only 3% to 6% | Wes Kao | May 22, 2025 | Supported |
| 6% | “six percent” | Zima: Looker's 6% spend on support drove 15-20% lift across metrics | Colin Zima | Oct 12, 2023 | — |
| 5% | “five percent” | Akhund: Mercury's sales team only handles about 5% of accounts | Imad Akhund | Aug 6, 2025 | — |
| 5% | “five percent” | Five percent of Figma files were presentation decks before Slides launched | Yuhki Yamashita | Dec 5, 2024 | — |
| 5% | “five percent” | McCabe: Intercom enforces quarterly bottom-tier quotas with fast-track termination PIPs | Eoghan McCabe | Sep 5, 2024 | — |
| 5% | “five percent” | Winters: SaaS networks yield fewer venture wins than demand-owning marketplaces | Casey Winters | May 30, 2024 | — |
| 5% | “five percent” | Winters: No single restaurant accounts for over 5% of Grubhub sales | Casey Winters | May 30, 2024 | Supported |
| 5% | “five percent” | Only 5% of PLG enterprise customers expand beyond their organic base | Oliver Jay | Jan 4, 2024 | — |
| 5% | “five percent” | Asana had 5% company penetration compared to Dropbox and Slack's 30% | Oliver Jay | Jan 4, 2024 | — |
| 5% | “five percent” | Drumright: Asking for percentile rankings forces honesty during reference checks | Anique Drumright | Aug 3, 2023 | — |
| 4% | “four percent” | Kanter: Complex fitment criteria kept auto parts e-commerce penetration around 4% | Zack Kanter | Nov 6, 2025 | Supported |
| 4% | “four percent” | Kracov: Evaluate early-stage homepage copy by ARR growth, not conversion rates | Alex Kracov | Aug 10, 2023 | — |
| 3% | “three percent” | Chaudhary: 70% of education spending goes to personnel, leaving little for tech | Sam Chaudhary | Sep 3, 2025 | Supported |
| 3% | “three percent” | Lerner: Prioritize growth experiments by maximum potential upside, not effort | Matt Lerner | Sep 26, 2024 | — |
| 3% | “three percent” | Kracov: Evaluate early-stage homepage copy by ARR growth, not conversion rates | Alex Kracov | Aug 10, 2023 | — |
| 2% | “two percent” | Jyoti Bansal spent 25% of his time managing a broken AppDynamics board | Jyoti Bansal | Nov 19, 2025 | — |
| 2% | “two percent” | Kanter: Complex fitment criteria kept auto parts e-commerce penetration around 4% | Zack Kanter | Nov 6, 2025 | Supported |
| 2% | “two percent” | Busque: Under 2% of US taxpayers contribute annually to an IRA | Kevin Busque | Feb 20, 2025 | Contradicted |
| 2% | “two percent” | Handy: dbt Labs once spent 2% of monthly revenue on coaching | Tristan Handy | Dec 19, 2024 | — |
| 2% | “two percent” | McCabe: Intercom enforces quarterly bottom-tier quotas with fast-track termination PIPs | Eoghan McCabe | Sep 5, 2024 | — |
| 2% | “two percent” | McCabe: Intercom scored in high 90s percentile on employee survey | Eoghan McCabe | Sep 5, 2024 | — |
| 2% | “two percent” | Blank: Ballmer collapsed Microsoft OS share by missing mobile and search | Steve Blank | Dec 21, 2023 | — |
| 1.67% | “1.67%” | Busque: TaskRabbit's early 401(k) asset-based fees reached 1.67% | Kevin Busque | Feb 20, 2025 | Not publicly verifiable |
| 1.6% | “1.6%” | Busque: 1.6% 401(k) fees cost individuals up to $600K over 20 years | Kevin Busque | Feb 20, 2025 | — |
| 1% | “one percent” | No company can afford to pay top 1% compensation for every role | Jack Altman | Jul 6, 2023 | — |
| 1% | “one percent” | Drumright: Asking for percentile rankings forces honesty during reference checks | Anique Drumright | Aug 3, 2023 | — |
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