The AI Foundation That's Transforming Tour Business Results
This is part two of our series on AI in your tour business. Read the first part here or watch the whole series here.
Most tour operators using AI tools are fighting the same frustrating battle: crafting detailed prompts that seem perfect, only to receive generic, obviously artificial responses that miss the mark entirely.
Meanwhile, a small group of operators are getting breakthrough results from the exact same tools. The difference isn’t secret prompts or advanced techniques. It’s one foundational step that most people completely skip.
The Live Demonstration That Revealed Everything
At the recent Arrival AI Forum in Washington, DC, six AI thought leaders were divided into two teams for a live demonstration. As one of the panelists, I watched our challenge unfold: help Discover Banff Tours solve a real business problem in just one hour.
The company was facing a challenging situation. Moraine Lake, one of the most iconic destinations in the Canadian Rockies, had been closed to personal vehicle traffic. While this seemed like good news for tour operators, dozens of new competitors flooded the market, all fighting for the same Moraine Lake business. Discover Banff Tours was watching their market share disappear.
Talk about putting your money where your mouth is—solving real business problems live on stage with AI tools.
While other approaches focused on immediate solutions, our team took a completely different path. We spent the first 30 minutes building an AI system that knew their business better than many of their employees. That foundation changed everything about how the AI responded to every subsequent request.
The Technical Reality That Changes Everything
Something massive shifted in 2025 that most operators still aren’t leveraging. The context windows for AI tools became extraordinarily large. Early versions of ChatGPT, Claude, and Gemini could only process small amounts of information, and that information wasn’t shared across conversations.
Today, you can feed entire operations manuals, thousands of customer reviews, and complete product lineups into these tools. The memory and context capabilities are now massive, but most operators are still using these tools like it’s 2023.
Building the Business Intelligence Foundation
The breakthrough starts with a comprehensive business profile prompt. This isn’t about uploading a simple company description. We’re talking about detailed analysis that covers your services and experiences, pricing tiers, brand voice and personality, operational details, customer review patterns, destination context, and competitive landscape.
You can have AI analyze your website, research tourism bureau data for your destination, identify top attractions and visitor demographics, map your competitive landscape, and create a unified document that captures everything it needs to know about your business context.
For Discover Banff Tours, this analysis revealed their unique value proposition clearly: guaranteed access to crowded destinations with guides who know the stories behind what visitors are seeing. Since Moraine Lake closed to personal vehicles, Discovery Banff Tours became one of the few ways to access it at all, using smaller 15-passenger vans instead of herding people around in groups of 50.
Understanding Your Guests at the Psychological Level
Business context is only half the equation. AI tools also need detailed customer avatars that go far beyond basic demographics. We’re talking about psychographics, core values, hobbies, interests, travel habits, social media behavior, deep motivations, problems they’re trying to solve, and transformations they’re seeking.
The customer avatar builder prompt creates detailed persona narratives. For Discover Banff Tours’ family adventure planner segment, we developed Jennifer, a 40-year-old operations manager from suburban Denver. But the real insights came from the psychological analysis: “fighting the clock on childhood” as kids grow up fast, guilt about work-life balance and being on phones too much, using family vacation as their chance to compensate and create memories while kids still want to spend time with them.
These aren’t just marketing personas. They’re psychological frameworks that enable AI to understand the deeper motivations driving booking decisions, the specific language that resonates, and the objections that need to be addressed.
The Implementation Strategy
Once you have these foundational documents, every AI interaction becomes exponentially more valuable. The key is making this context available consistently. Create projects inside ChatGPT, Claude, or Gemini where you can upload these documents for every conversation in that project space.
For team implementations, consider business accounts that allow sharing projects across multiple users. This ensures your operations manager, marketing team, and other staff can all access the same business intelligence foundation.
The alternative approach we used for Discover Banff Tours was creating a custom GPT—essentially a public-facing chatbot with built-in business context that could be shared via link. This solved the collaboration challenge when working across different AI accounts.
The Competitive Advantage
These foundational documents work across different AI platforms. Test your business profile prompts across multiple tools; use Claude for the initial analysis, then try ChatGPT’s deep research function, or experiment with Gemini’s capabilities. Each tool might surface different insights.
The operators getting incredible AI results aren’t using better prompts, they’re providing better context. They’ve taught their AI tools to understand their business and customers at a level that enables genuinely helpful responses instead of generic outputs.
This foundational work separates operators getting real value from AI versus those still struggling with disappointing results. While your competitors are still crafting better prompts, you’ll be operating with AI that understands your business context and customer psychology.
Beyond Generic Responses
Whether you’re creating marketing content, developing new products, making strategic decisions, or solving operational challenges, this context foundation transforms how AI responds to every request. Instead of generic business advice, you get insights tailored to your specific situation, competitive landscape, and customer needs.
The investment in building these profiles pays dividends across every AI interaction moving forward. Stop settling for surface-level AI outputs when you could be accessing business-specific intelligence that understands your unique challenges and opportunities.



