Company case study · 29 podcast episodes
OpenAI
OpenAI is an artificial intelligence research lab that aims to promote and develop friendly AI for the benefit of humanity. It came up on 29 podcast episodes (Startup Ideas Podcast, My First Million, Koerner Office, The Side Hustle Show, In The Pit with Cody Schneider) between June 4, 2025 and October 1, 2026.
At a glance
| Discussed on | 29 episodes: Startup Ideas Podcast, My First Million, Koerner Office, The Side Hustle Show, In The Pit with Cody Schneider |
|---|---|
| First and latest | June 4, 2025 to October 1, 2026 |
| Revenue and traction | OpenAI is valued at approximately $800 billion, reflecting its potential as a major player in the AI industry. |
| Category | SaaS |
Figures and claims are as told on the episodes, summarized from the transcript. Check the date: they describe the company at the time it aired.
What Startup Ideas Podcast said
Become a $1M/yr FDE (Full Course) · aired October 1, 2026 · hosted by Greg Isenberg
Why it works
By addressing concerns about data privacy and security, OpenAI positions itself as a trusted partner for businesses wanting to leverage AI without compromising sensitive information.
The playbook
Introduced features that ensure zero data retention and automated safety reviews to gain trust from businesses.
Also mentioned
OpenAI's new features respond to the growing demand for secure AI solutions in heavily regulated industries.
What My First Million said
Coach for SpaceX & OpenAI destroys your limiting beliefs for 88 minutes straight · aired September 18, 2026 · hosted by Sam Parr and Shaan Puri
Why it works
Focus on ethical considerations and responsible development while engaging top researchers in the field.
The playbook
Engages in rigorous research and development while fostering dialogue about the implications of AI, including coaching for leadership teams.
Also mentioned
The speaker has coached many members of the leadership team and research department at OpenAI.
What My First Million said
7 things MrBeast, Bezos & Thiel do that you don’t · aired September 2, 2026 · hosted by Sam Parr and Shaan Puri
Why it works
OpenAI focuses on reducing bureaucratic obstacles to enhance productivity, fostering a culture that encourages employees to report and eliminate inefficiencies.
The playbook
They implemented a 'friction removal service' where employees can email an inbox to report any issues that slow down their work, and a designated person addresses these problems.
Also mentioned
This approach aims to create a more agile and responsive company culture.
What Koerner Office said
Forget Apps. Sell These Tiny AI Tools Instead - Ep. #299 · aired May 12, 2026 · hosted by Chris Koerner
Why it works
OpenAI's technology powers many applications due to its advanced capabilities in natural language understanding and generation.
The playbook
Focus on developing cutting-edge AI technology and providing it as a service to various applications.
Also mentioned
OpenAI's models are widely used in various industries, impacting how content is created and how businesses operate.
What My First Million said
I put 80% of my money in the S&P · aired May 11, 2026 · hosted by Sam Parr and Shaan Puri
Why it works
OpenAI focuses on cutting-edge research and has positioned itself at the forefront of AI technology, attracting top talent and investment.
The playbook
OpenAI operates as a nonprofit and has been successful by leveraging open-source principles and focusing on ethical AI development.
Also mentioned
OpenAI has a competitive lab that has attracted significant attention and offers advanced AI solutions.
What My First Million said
How Replit Agent made $1M on day one (then $250M in a year) · aired May 7, 2026 · hosted by Sam Parr and Shaan Puri
Also mentioned
Mentioned as a company discussed in the podcast 'The Science of Scaling.'
What Startup Ideas Podcast said
Codex clearly explained (and how to use it) · aired April 27, 2026 · hosted by Greg Isenberg
Why it works
OpenAI's Codex provides a powerful interface for building applications and automating tasks, allowing users to interact with AI agents seamlessly. The combination of Codex with other models like GPT-5 enhances its capability to perform complex tasks efficiently.
The playbook
Key strategies include integrating various AI models into a single platform, offering a user-friendly interface, and providing plugins for existing tools to enhance productivity.
Also mentioned
Codex is positioned as a 'super app' for AI, streamlining workflows and enabling users to control their computers and applications more efficiently.
What Startup Ideas Podcast said
My OpenClaw setup that finally works (Complete Walkthrough) · aired March 19, 2026 · hosted by Greg Isenberg
Why it works
OpenAI's models are widely recognized for their versatility and effectiveness in natural language processing tasks.
The playbook
OpenAI focuses on continuous improvement and user accessibility, allowing integrations with various applications through APIs.
Also mentioned
OpenAI's models are considered among the top choices for AI development due to their robust performance and user-friendly access.
What My First Million said
I Asked a $450M VC Where to Invest in 2026 · aired March 3, 2026 · hosted by Sam Parr and Shaan Puri
Why it works
OpenAI's innovative approach to AI technology, particularly through products like ChatGPT, has created a significant user base and established it as a leader in conversational AI.
Revenue and traction
OpenAI is valued at approximately $800 billion, reflecting its potential as a major player in the AI industry.
The playbook
OpenAI focuses on creating accessible AI solutions that can be integrated into various applications, enhancing user experience and engagement.
Also mentioned
OpenAI's transition from an enterprise company to a consumer-focused company with ChatGPT demonstrates its ability to adapt and meet market demands.
What My First Million said
‘Think and Grow Rich’ Is a Lie. (But The Advice Still Works) · aired February 26, 2026 · hosted by Sam Parr and Shaan Puri
Why it works
OpenAI capitalizes on the growing interest and demand for AI solutions in various industries.
The playbook
Focus on open-source projects and improving AI capabilities while addressing security vulnerabilities.
Also mentioned
OpenAI is known for its high-profile AI projects and attracting significant interest for its innovative work.
What My First Million said
Asking Scott Galloway 10 Questions We’re Not Allowed To Ask (unfiltered) · aired February 16, 2026 · hosted by Sam Parr and Shaan Puri
Why it works
OpenAI's models are highly advanced and provide valuable AI solutions for businesses and consumers, driving significant demand.
Revenue and traction
Trading at 40 times revenues, with a market cap affected by consumer subscription cancellations.
The playbook
Leveraging cutting-edge technology to attract users and businesses, creating a subscription-based revenue model.
Also mentioned
OpenAI's products are seen as a significant player in the tech landscape, contributing to larger market dynamics.
What Startup Ideas Podcast said
How I use AI Marketing and Claude Code to make $$ · aired February 11, 2026 · hosted by Greg Isenberg
Why it works
Its success is attributed to its leading position in AI research and continuous innovation in developing effective AI tools.
The playbook
The company engages in extensive promotion through public speaking, podcasts, and other media to raise awareness of its products.
Also mentioned
The CEO of OpenAI, Sam Altman, is mentioned as a prominent figure in the AI space, illustrating the importance of personal branding in business.
What Startup Ideas Podcast said
Claude Opus 4.6 vs GPT-5.3 Codex: Live Build, Clear Winner · aired February 6, 2026 · hosted by Greg Isenberg
Why it works
OpenAI successfully combines cutting-edge research with practical applications, allowing users to leverage AI for various tasks.
The playbook
OpenAI focuses on user engagement and real-world applications to enhance the usability of their models.
Also mentioned
GPT 5 3 codex is one of the models launched by OpenAI, which was compared to Anthropic's Opus 4 6.
What The Side Hustle Show said
720 - From $50k in Debt to Mortgage-Free Millionaire and a 3-Day Workweek · aired January 26, 2026 · hosted by Nick Loper
Why it works
Utilizes cutting-edge technology to create innovative solutions across various industries, including personal and business applications.
The playbook
Integrate AI capabilities into user-friendly applications to enhance productivity and creativity.
Also mentioned
Mentioned as a potential technology to support the office design business idea discussed in the podcast.
What Startup Ideas Podcast said
The OpenAI Launch Nobody's Talking About (ChatGPT Skills) · aired December 22, 2025 · hosted by Greg Isenberg
Why it works
The introduction of reusable bundles of instructions allows Codex to perform tasks more efficiently and accurately, appealing to developers looking for streamlined workflows.
The playbook
Leveraging reusable skills to enhance the functionality of their AI models, allowing for specialized tasks to be completed with ease.
Also mentioned
Skills can be called directly or chosen based on prompts, making Codex more versatile and user-friendly.
What My First Million said
Weird ways Ben Horowitz makes Founders more confident · aired December 1, 2025 · hosted by Sam Parr and Shaan Puri
Why it works
OpenAI's commitment to advancing digital intelligence while ensuring safety and broad benefit has garnered significant interest and investment.
The playbook
Focus on ethical AI development and transparency to build trust and attract partnerships.
Also mentioned
A16Z's investment in OpenAI reflects its potential and importance in the tech landscape.
What My First Million said
We react to Bill Ackman's advice to young men · aired November 20, 2025 · hosted by Sam Parr and Shaan Puri
Why it works
It was founded as a counterbalance to Google's dominance in AI, emphasizing open-sourcing research for broader access.
Founding story
Founded by Elon Musk and others due to concerns about AI monopolization by major tech companies.
The playbook
Focus on AI safety and open-source collaboration to foster innovation.
Also mentioned
OpenAI was created to ensure that AI technology benefits all of humanity.
What My First Million said
How fortnite made me a millionaire · aired November 19, 2025 · hosted by Sam Parr and Shaan Puri
Why it works
OpenAI's model is successful due to its commitment to cutting-edge research and its focus on ethical AI development.
The playbook
OpenAI leverages collaboration with industry leaders and continuous innovation to maintain its position in the AI field.
What Startup Ideas Podcast said
I Watched Roberto Nickson Create Viral Content (1B+ Views) · aired October 22, 2025 · hosted by Greg Isenberg
Why it works
OpenAI's models, such as ChatGPT and DALL-E, have gained popularity due to their ability to generate human-like text and create images from descriptions, making them useful for a wide range of applications.
Revenue and traction
OpenAI offers paid plans for their services, including the Agent Kit which allows users to build workflows without coding. Specific pricing details were not mentioned in the transcript.
The playbook
OpenAI focuses on user-friendly interfaces, allowing users to build complex workflows easily. They leverage cutting-edge AI technology to provide innovative solutions.
Also mentioned
OpenAI has a reputation for being at the forefront of AI research and development, with a strong commitment to ethical guidelines in AI deployment.
What Startup Ideas Podcast said
I got a private lesson on OpenAI's NEW Agent Builder · aired October 8, 2025 · hosted by Greg Isenberg
Why it works
OpenAI's solutions lower the barrier for non-technical users to create complex workflows, enabling a wider range of businesses to adopt AI without extensive coding knowledge.
Revenue and traction
The cost of using OpenAI's services is based on the consumption of tokens, making it scalable for different business needs.
The playbook
Key strategies include providing a visual interface for building workflows, integrating with various tools (MCPs), and allowing users to customize their chatbots easily.
Also mentioned
OpenAI's offerings include features that help refine agent responses and provide guardrails for safety and quality.
What Koerner Office said
The Most Copy-Paste Way to Build an Online Business⏐Ep. #224 · aired September 22, 2025 · hosted by Chris Koerner
Why it works
OpenAI's value proposition lies in offering transformative AI capabilities that users find beneficial, leading to substantial market valuation.
Revenue and traction
Their last funding round valued the company at around $500 billion.
The playbook
Focusing on delivering high-value AI products that meet the needs of consumers and businesses.
Also mentioned
OpenAI's rapid growth and valuation reflect the significant demand for AI solutions in the market.
What My First Million said
$30B Founder: How To Rank #1 In ChatGPT · aired September 15, 2025 · hosted by Sam Parr and Shaan Puri
Why it works
OpenAI's products, particularly ChatGPT, have gained massive user adoption due to their ability to provide instant, conversational answers to user inquiries, making information more accessible.
Revenue and traction
OpenAI's valuation reached approximately $30 billion before the launch of ChatGPT, with discussions around a future trillion-dollar valuation.
The playbook
OpenAI utilizes a memory feature in its products to enhance user experience and engagement, making it more appealing for users to adopt and integrate into their workflows.
Also mentioned
OpenAI's ChatGPT has become a central tool for many businesses, influencing how companies approach marketing and customer engagement.
What My First Million said
This guy made millions by inventing the McFlurry & the $1 Menu · aired September 10, 2025 · hosted by Sam Parr and Shaan Puri
Why it works
OpenAI is positioned in a rapidly evolving technology space, which provides it with high potential for growth and innovation.
The playbook
OpenAI's focus on developing cutting-edge AI technologies ensures it remains at the forefront of the industry.
Also mentioned
There is some controversy regarding competition in the AI space, but OpenAI is viewed as having significant potential.
What Koerner Office said
6 Ways to Make Money With the New GPT Agent (It Blew My Mind) ⏐ Ep. #198 · aired July 21, 2025 · hosted by Chris Koerner
Why it works
OpenAI's products automate complex tasks that traditionally require multiple employees, thus significantly increasing productivity.
Revenue and traction
OpenAI became a half a trillion dollar company in just five years, showcasing its rapid growth and market acceptance.
The playbook
Continually integrates user feedback and personalizes AI interactions based on individual user data, fostering low churn rates.
Also mentioned
OpenAI's capabilities are rapidly evolving, making it a disruptive force in various industries.
What My First Million said
Talking to a billionaire about how he uses ChatGPT · aired July 16, 2025 · hosted by Sam Parr and Shaan Puri
Why it works
OpenAI's technology enables developers to create applications that leverage sophisticated language understanding and generation capabilities.
The playbook
Developed the GPT API, allowing for easy integration of AI into various applications, fostering innovation in how users interact with AI.
Also mentioned
OpenAI's models are used in various applications, including chatbots and automated customer service solutions.
What My First Million said
We found the top 1% of the internet this week (so you don't have to) · aired June 20, 2025 · hosted by Sam Parr and Shaan Puri
Why it works
OpenAI has achieved high user retention rates and significant revenue growth, indicating strong market demand for its products.
Revenue and traction
OpenAI has reached $10 billion in annual recurring revenue, doubling in less than three years.
The playbook
Focus on improving product value and user engagement, leading to high retention rates and rapid revenue growth.
Also mentioned
OpenAI is positioned as a leading company for the next decade, akin to Facebook's rise in the previous generation.
What Startup Ideas Podcast said
Perplexity Labs replaces your AI tech stack? (Full Demo) · aired June 16, 2025 · hosted by Greg Isenberg
Why it works
Focuses on creating powerful AI tools that can be applied in various industries, leading to innovative applications.
Founding story
Co-founded by Sam Altman, who is mentioned in the podcast.
The playbook
Utilizes cutting-edge research to develop AI solutions that meet diverse market needs.
Also mentioned
The podcast discusses comparisons between Perplexity Labs and OpenAI's products.
What In The Pit with Cody Schneider said
ai automation builds 100+ ads in 24hrs - research, creative, and data analytics · aired June 10, 2025 · hosted by Cody Schneider
Why it works
OpenAI's APIs allow for the rapid generation of creative content, helping marketers produce a greater volume of ads efficiently.
The playbook
Marketers leverage OpenAI's technology to create variations of ad creatives and analyze audience engagement.
Also mentioned
The potential for video generation using OpenAI's tools is seen as a game changer for marketers.
What My First Million said
How the Smartest Founders Are Quietly Winning with AI · aired June 4, 2025 · hosted by Sam Parr and Shaan Puri
Why it works
OpenAI's model has gained significant market share due to its user-friendly interface and high retention rates, demonstrating that not only is user growth substantial, but also the engagement level of existing users has increased.
The playbook
OpenAI focuses on building exceptionally high-quality software that meets the market's needs and consistently improves user experience, which helps in capturing a large user base quickly.
Also mentioned
OpenAI has reportedly achieved a remarkable user growth trajectory, reaching around 800 million users in a short span, likened to the growth of Facebook.