How a Two-Person Event Team Scaled to 26 Cities with ChatGPT Work

What Happened: A Two-Person Team Now Operates Like a Much Larger Company

ATV Big Air Tour, a family entertainment company running 26 events across the U.S. from May to November, is run by just two people: co-founders Larissa and Derek Guetter. They used ChatGPT Work to automate time-consuming tasks, cutting event listing review time from 8 hours to 1 hour per week and merchandise inventory time from 3 days to 3 hours. Their AI search visibility jumped 1,223% in 30 days. This isn't just a productivity win—it's a blueprint for how small businesses can use AI to compete with larger rivals.

Why This Matters for Your Business: AI Is No Longer a Luxury—It's a Scalability Tool

If you run a small or mid-sized business, you've likely felt the pressure of doing more with less. This case shows that AI can be the extra team member you can't afford to hire. The key takeaway: ChatGPT Work (or similar AI tools) can handle repetitive, time-consuming tasks—like fact-checking listings or inventory management—so you can focus on growth. The 1,223% increase in AI search hits also signals a shift: customers are finding businesses through AI assistants, not just Google. If your website isn't optimized for AI search, you're invisible to a growing audience.

The Strategic Shift: From Manual Grunt Work to AI-Driven Operations

Before ChatGPT Work, Larissa manually fact-checked about 30 online publications daily—a full workday each week. Now, a scheduled briefing checks her priority sources every morning, finds inconsistencies, and even drafts correction emails. This isn't just about saving time; it's about ensuring accuracy across all channels, which directly impacts customer experience and discoverability. Similarly, inventory management—once a dreaded 3-day process—now takes 3 hours. Larissa uploads photos of merchandise, and ChatGPT creates a spreadsheet, a visual inventory website, and reorder recommendations in under 15 minutes. This level of automation allows a two-person team to operate with the efficiency of a larger company.

The Hidden Risk: AI's Blind Spots

However, the case also reveals a critical limitation: an audit found that ChatGPT could not retrieve about 90% of ATV Big Air Tour's website FAQs. This means AI tools can miss key content if it's not structured correctly. For your business, this is a warning: if you rely on AI for customer service or search visibility, you must ensure your website content is AI-friendly—clear, structured, and easily parseable. Otherwise, you're leaving money on the table.

What This Means for Your Business: Who Should Pay Attention and Who Can Ignore It

If you're a small business owner juggling multiple roles—marketing, operations, customer service—this case is directly relevant. The time savings are real: 7 hours per week on listing reviews alone. That's nearly a full workday you could reinvest in strategy or family. If you sell physical products, the inventory automation alone could save you days each month. However, if your business is highly specialized or doesn't rely on online discoverability, the AI search angle may be less critical—but the operational efficiencies still apply.

Actionable Steps: How to Apply This to Your Business

• Start with one repetitive task: Identify a task that eats up 2+ hours weekly. Use an AI tool to automate it, like Larissa did with listing reviews.
• Optimize for AI search: Ensure your website has clear, structured data (like FAQs) that AI assistants can easily retrieve. Use tools like ChatGPT to audit your site.
• Use AI for inventory: If you sell products, try uploading photos to an AI tool to create spreadsheets and reorder lists. It's faster and more accurate.

The Competitive Edge: AI as a Leveler

Larissa's goal is to be searchable from AI, and she's achieving it. The 1,223% increase in OpenAI search hits shows that small businesses can gain visibility without huge marketing budgets. This is a strategic shift: AI is not just a tool for efficiency; it's a channel for customer acquisition. As more people use AI assistants to find products and services, being visible in AI search becomes as important as being on the first page of Google.

The Risk of Inaction

If you ignore this trend, you risk falling behind competitors who adopt AI early. The barrier to entry is low—ChatGPT Work is accessible to any business—so the window of advantage is closing. Start experimenting now to learn what works for your business.

Bottom Line: AI Is a Force Multiplier, But Only If You Use It Strategically

ATV Big Air Tour's success isn't about the tool itself; it's about how they applied it to their specific pain points. They didn't just use AI for the sake of it—they targeted tasks that were eating up their time and hindering growth. For your business, the lesson is clear: identify your biggest time sinks, test AI solutions, and measure the impact. The results can be transformative, but they require intentionality.

Source: OpenAI Blog