Astro Bug

WHITTIER, Calif. & AKRON, Ohio - AstroBug -- On October 6, 2025, OpenAI launched ChatGPT Apps, introducing a new way for businesses to distribute their products directly within AI conversations. This allows companies to reach users at the exact moment they are actively searching for solutions.

This development significantly reshapes how user acquisition works. Instead of relying solely on search engines, advertising, or app marketplaces, businesses can now engage users inside ChatGPT itself. As more decisions are made within AI interfaces, being present in this environment becomes increasingly important.

Keenethics, a company specializing in machine learning and AI development, decided not to watch from the sidelines. From day one, our team began exploring the ecosystem and created our own ChatGPT App. Building it gave us first-hand insight into how this new distribution model works in practice, and can now share what it means for businesses.

ChatGPT Apps function as built-in tools that operate entirely within the conversation. Users can complete actions without switching platforms, creating a seamless and efficient experience.

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Unlike traditional applications, these tools are not dependent on rankings or paid traffic. They are discovered based on user intent — either through AI recommendations or by browsing available apps. With hundreds of millions of weekly users, ChatGPT represents a powerful new entry point for businesses to connect with their audience.

This approach offers several benefits:

• Direct visibility at the moment of need
• Reduced reliance on external acquisition channels
• Integration into conversational user journeys

While researching potential use cases, we identified a pattern: users often rely on ChatGPT to generate random numbers or select winners for giveaways. However, language models are not designed to produce true randomness, as their outputs are based on probability rather than entropy.

Our internal testing revealed recurring patterns in responses, which can lead to predictable outcomes. In scenarios where fairness is critical, such as contests, this creates potential risks.

To address this issue, we developed a Randomizer ChatGPT App powered by physical entropy. By integrating an external randomness provider via API, we ensured that results are genuinely unpredictable.

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The application supports generating numbers within a defined range and selecting items from custom lists. All interactions happen directly inside ChatGPT through a structured and interactive interface.

After aligning with platform requirements, the app successfully passed the review process and is now publicly available. This experience allowed us to fully understand the development, submission, and deployment process within the ChatGPT Apps ecosystem.

As this space continues to evolve, early participation becomes a strategic advantage for businesses.

With hands-on experience in developing and publishing ChatGPT Apps, Keenethics is positioned to help companies navigate this new channel. More so, our expertise in AI and machine learning development extends beyond conversational interfaces.

We welcome collaboration with companies interested in leveraging AI applications to drive growth, engagement, and innovation.