COGS

topic on 7 shows · 11 statements across 11 episodes

the Pitch My First Million the Official SaaStr Podcast WTF is with Nikhil Kamath Top Founders the a16z Podcast 20VC

11 statements about COGS, every show

20VC Insight
Franceschetti: Early hardware BOM and COGS projections are usually off by 50%
“That probably the funders in the first year of the company or in the first probably, let's say three months, they don't fully understand what the cost of producing that device will be. They don't understand the return rate. And so everything they tell you abou…”
Matteo Franceschetti Sep 12, 2026 ▶ 4:22 Labour, Engineering, Social Media, GrokBots, Cybercabs: 7 Predictions for How AI Changes the World
20VC Opinion
Greze: Moving to open-weight models improves COGS without providing product advantage
“I can improve our cogs by moving to open weight, but it doesn't give me much product advantage. It doesn't make my product work better.”
Jean-Denis Greze Sep 7, 2026 ▶ 25:56 Town vs Instinct vs GrokBot | Why the AI Assistant Market Is Not a Bubble
SAASTR Insight
Bessemer's Talia Goldberg: COGS Is the New CAC in AI Business Models
“I have a saying at Bessemer that I started saying a year ago, which is that COGS are the new CAC, which is that you can spend a lot on, on COGS, but it means that you also can't then be spending a lot on CAC in customer acquisition.”
Talia Goldberg Sep 5, 2025 ▶ 9:48 Anthropic, Cursor, FaL & Bessemer Venture Partners: The Realities of Scaling AI
THE PITCH Assertion Not checkable as stated
Eberhardt: ReCraft saves up to 30% of total beer COGS
“Yeah, so we can save up to 30% of the total cogs of the beer.”
Dean Eberhardt Oct 9, 2024 ▶ 6:12 $1M Pitch: Can This Beer Startup Transform the Brewing Industry?
WTF Assertion Not publicly verifiable
Kalra: Pooja Dhingra's Le15 Bakery Operates at an 18% COGS
“No wonder your cogs are 18%.”
Zorawar Kalra Oct 28, 2023 ▶ 2:39:54 Ep# 12 | WTF is The Restaurant Game? Nikhil w/ Pooja Dhingra, Zorawar Kalra & Riyaaz Amlani · Nikhil Kamath
MY FIRST MILLION Prediction Not checkable as stated
Puri: AI will drop porn COGS down to GPU costs
“I think for the companies, you drop your cogs down, right? So like, you don't have to worry about all the takedown notices and copyright issues and lawsuits that you're gonna, that you have from people uploading stolen works or having to share revenue with all…”
Shaan Puri Oct 12, 2023 ▶ 30:26 10 AI Startup Ideas in 43 Minutes (#506)
Gauthier: Failing to Break Out COGS by Revenue Line Obscures Margins
“I see a lot of companies where they will, you know, maybe have subscription revenue and professional service revenue broken out, but they don't necessarily break out the cogs, and as a result, it makes it really difficult to understand your gross margin by rev…”
Andrew Gauthier Jun 27, 2023 ▶ 8:28 Financial habits of the best performing startups
SAASTR Opinion
Kellogg: Customer Success Belongs in Sales Rather Than COGS
“Customer success, in my opinion, does not belong in COGS. They, it belongs in sales. And most companies will put customer success in sales.”
Dave Kellogg Jan 10, 2021 ▶ 33:58 Churn is dead. Long live Net Dollar Retention Rate with Dave Kellogg | SaaStr Software Community
Zafar: Hardware Startups Must Strictly Separate COGS From CAC
“And as a professor of entrepreneurship, I'll insist they should not mix the two. That will cloud the scenario because I'm a professor. I teach this topic. They must separate cogs from CAC. Otherwise, they will be confusing themselves.”
Naeem Zafar May 12, 2020 ▶ 20:39 1753 "IoT AgTech Device Hits $1m Software Run Rate and $1.2m in Hardware Sales. Can He Get $60m Valuation? "
a16z Assertion Not checkable as stated
Shafiq: Most customer success expenses must be classified as COGS, not CAC
“You could account for some of this as CAC depending on how much of upsells they're driving. And if you actually have a formula, That, you know, is put against the new ARR that they're able to drive, and you might be able to justify it as CAC. But mostly it's C…”
Hatem Shafiq Jan 2, 2019 ▶ 14:46 a16z Podcast | The Rise of the CCO
TOP FOUNDERS Assertion Not checkable as stated
Thomas: CleverTap maintains 85%+ gross margins on COGS
“We are not of like an 85% margin on just COGS, right? These don't include sales commissions and so on.”
Sunil Thomas Jul 30, 2017 ▶ 14:35 736: How Mobile Analytics Company Went $0 to $4 Million in 12 Months

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