How Tour Operators Use AI to Turn Reviews Into Revenue
This is part three of our series on using AI in your tour business. Read part one here or watch the whole series here.
Most tour operators are sitting on a marketing goldmine and don’t even know it.
Your customer reviews – those hundreds or thousands of snippets scattered across TripAdvisor, Google, and Facebook – contain everything you need to write better sales copy, fix operational blind spots, and outmaneuver your competition. The problem? Most of us scroll past them, maybe reply to a few, and move on.
Meanwhile, we’re hiring marketing consultants to tell us what our customers want when our customers are literally telling us for free, in their own words, every single day.
With AI tools readily available in 2025, analyzing years of review data takes minutes instead of weeks. You can identify patterns your team has missed, extract the exact language your ideal guests use, and turn those insights into sales copy that actually converts.
Getting Your Review Data in One Place
Before you can analyze anything, you need to gather your reviews. Here’s what doesn’t work well: copying and pasting from paginated review sites, or asking AI tools to scrape review platforms directly. Most review sites block these attempts.
Here’s what does work: Start by checking if you can export reviews directly from your business owner portal. Many platforms offer this option. If that’s not available, services like Fiverr, Upwork, or companies like DataShake can pull reviews through official API connections.
The goal is to create a centralized database – typically a spreadsheet with tabs for different platforms like TripAdvisor, Google, Facebook, and Groupon. This document becomes your source file for all the strategies that follow.
Before diving into review analysis, make sure you’ve created two other important documents: your company profile and your ideal guest profile. These give AI tools the context they need to provide relevant insights.
Five Ways to Turn Reviews Into Revenue
Analyze Your Own Reviews for Patterns
Start with a simple prompt:
“Help me analyze customer reviews for my tour business. Here’s some info about us. [Insert company profile and ideal guest information]. Analyze the following reviews. Help me identify recurring patterns or themes in guest feedback, focusing both on positive and negative. Pull out hidden pain points or subtle criticisms in five-star reviews that might highlight areas for improvement. Keep the analysis brief, focusing on what’s most commonly mentioned and areas that could help drive business improvements and guest satisfaction.”
In just 15 to 20 minutes, AI can process mountains of data and surface blind spots you’ve been missing. One pattern that emerged for a boat tour operator: confusion around meeting locations and timing. The fix? Improved pre-tour communication that started showing up positively in subsequent reviews.
Study Your Competitors’ Reviews
Use the same approach with competitor data. Analyze their reviews for patterns, strengths you could adapt, and weaknesses you could exploit in your positioning.
A Vancouver boat tour company discovered through this process that their main competitor operated larger, heated catamarans with washrooms and complimentary beverages. While they couldn’t add heating or bathrooms to their smaller zodiacs, they could offer complimentary tea and coffee at the dock before and after tours. Guests appreciated it, and it started showing up in their reviews.
The analysis also revealed negative patterns: crowding on larger boats detracted from the experience. This became an opportunity to promote intimacy and personalization as a unique selling point. “Small groups and fast boats. In contrast to crowded cruises and other boat tours in Vancouver, our zodiacs are fast, nimble and limited to 12 guests. Bottom line: a more intimate experience with everything from waterfalls to wildlife.”
Mine for Testimonials That Overcome Objections
Your reviews contain powerful testimonials that address specific concerns – they’re just scattered across platforms. Use AI to find them.
Common concerns that show up in review data: Will this tour be enjoyable in bad weather? Is it safe? Is it appropriate for our family with young kids and elderly grandparents?
Find reviews that specifically address these hesitations and feature them prominently.
“I was initially nervous, as I’ve never been in a boat like this before, but felt completely at ease.”
“The whole family joined this tour, including children and senior citizens. It was operated to an excellent degree, not only informative but exciting as well.”
“Fantastic experience, even though it rained. The trip was completely unforgettable.”
These aren’t just nice testimonials – they’re objection-handlers doing the heavy lifting in your sales process.
Write Better FAQs
Your reviews reveal the real questions and concerns your potential guests have. Use them to write better FAQs.
Prompt:
“Use the following reviews to write 20 to 30 FAQ questions and answers. Questions should reflect common concerns and hesitations in the customer’s own words. Answers should be clear, reassuring, and directly address concerns using a personal, conversational tone.”
Within 60 seconds, you’ll have a comprehensive FAQ. Then refine it to match how real people ask questions.
Instead of “What should I bring?” try “Will I get wet?” Answer: “It’s unlikely, but being out on the water, there’s always a chance. We have small lockers for rent in our office for personal valuables, or you can bring a backpack and store it under your seat in the zodiac.”
Or “Are these zodiacs comfortable?” Answer: “Our zodiacs are very comfy, with cushioned bench seats and excellent back support. We fit up to 12 guests, seating typically three across.”
This approach systematically overcomes hesitations using language that resonates because it comes directly from your market.
Use Customer Language in Your Copy
Marketing expert Ryan Levesque said it best:
“Your message should come from your market, not your mind.”
The words you use to describe your tour, the positioning you choose, the copy in your ads – it should all come from your customers, not from you sitting in front of a blank screen trying to sound clever.
Here’s the prompt:
“Using our customers’ own words from the following review dataset, write 10 features and benefits for my tour sales page. Features should be bolded, three to five words. Benefits should be one to two sentences max, using ‘you’ and ‘your’ language, focusing on how each feature improves the guest experience. Craft persuasive, benefit-focused copy that will resonate with our ideal target guests and encourage them to book. When you use a direct quote from one of our past guests, put it in italics.”
Results from the Vancouver boat tour analysis included phrases like “unobstructed views” and “sneaking up on wildlife” – language that came directly from reviews and became powerful positioning.
“Unlike larger boats, our small group size means every seat offers a great view of Vancouver’s stunning natural sights, ensuring you never miss a moment of the breathtaking scenery.”
Or: “Avoid typical crowded whale watching boats. Our smaller vessels allow you to sneak up on wildlife without disturbing their natural environment, giving you unobstructed views and intimate encounters with seals, eagles, and other wildlife.”
This isn’t just nice copy – it’s your customers’ own words turned into sales messages that convert because they speak directly to what matters most to your ideal guests.
Your New Superpower
Being able to extract these insights, to harvest data related to you and your competitors, is a superpower most operators aren’t using. If you’re looking for ways to stand out, identify marketplace gaps, or create more compelling marketing messages, these strategies give you a clear path forward.
All of these prompts and more are available for free in the Tour Business AI Lab, a community where tour operators and industry leaders share best practices, prompts, and real-world results. Join us at guestfocus.com/ai to access the prompts, participate in live sessions, and learn what’s working for other operators.
Your customers are already telling you exactly how to market to them. It’s time to start listening.
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Want help creating more engagement (and stellar reviews) for your tours? Book a free 45-minute strategy call with us today!



