Outdoor Sports Tour Cuts 3 Days of Work to 3 Hours Using ChatGPT
The short answer
A live motorsport touring organization compressed multi-day marketing and merchandising work to a few hours using ChatGPT Work — including building an inventory website from product photos in 15 minutes. If your team spends significant time on recurring content tasks — writing promotional copy, building product listings, organizing campaign materials — this example offers a realistic benchmark for what AI can compress.
- ChatGPT
- marketing automation
- small business operations
- ecommerce
- time savings
What happened
The ATV Big Air Tour reports using ChatGPT Work to significantly reduce time spent on marketing, merchandising, and operational tasks. OpenAI's case study notes the organization turned merchandise photos into a functional inventory website in approximately 15 minutes and reduced what had previously been three days of work to roughly three hours across multiple business functions.
The organization is not a technology company — it runs live motorsport events — making the example relevant to small businesses without dedicated technical or marketing staff. The use cases described (marketing collateral, merchandise setup, inventory display) are common across small retail, event management, and service businesses.
What it means for your business
If your team spends significant time on recurring content tasks — writing promotional copy, building product listings, organizing campaign materials — this example offers a realistic benchmark for what AI can compress. The 15-minute inventory website figure is notable: businesses selling physical products online or at events may be able to skip expensive custom development for basic catalog pages. A practical starting point is identifying the three tasks your team repeats most often each week and testing whether a tool like ChatGPT Work can handle the first draft or structural setup. The example also suggests that AI gains in operations and marketing can compound in a single session — the same tool that writes a promotional email can process a product photo for the website. Start with one workflow, measure the time saved, and expand from there.
Source: OpenAI