Google AI Overviews vs ChatGPT vs Perplexity: where outdoor businesses show up (and don't)

A practical comparison of how Google AI Overviews, ChatGPT, and Perplexity surface outdoor recreation businesses differently, and what you can do about each one.

alpnAI/ 8 min read

Your potential customers are asking AI where to go rafting, which fly fishing guide to book, or what campground works for families. The answer they get depends on which AI they ask. Google AI Overviews, ChatGPT, and Perplexity each pull from different sources, weight different signals, and surface different businesses. If you only think about one of them, you are missing the others entirely.

Here is a platform-by-platform look at how each one works, where outdoor businesses tend to show up or get left out, and what you can do about it.

How google ai overviews handle outdoor searches

Google AI Overviews are the generated answer blocks that now sit at the top of many search results. They appear on roughly 68% of local intent searches, which means most queries about activities in a specific area will trigger one.

If you already understand organic rankings, the basics here won’t surprise you. AI Overviews pull from pages that rank well in traditional Google results. If your rafting page ranks on page one for “whitewater rafting near Asheville,” that page is a candidate for citation in the AI Overview. Google is not crawling a separate index for these. It synthesizes from the same results it already serves.

For outdoor operators, this cuts two ways. Transactional queries like “book kayak tour Outer Banks” still lean on the map pack and regular listings, and an AI Overview is less likely to appear. Informational queries like “best time to raft the Nantahala” almost always generate an overview, and click-through rates on those drop by 35% or more when that box appears.

The businesses that get cited in AI Overviews tend to have pages with specific, factual content. Pricing, trip durations, seasonal availability, difficulty ratings, gear lists. If your service page reads like a brochure with vague language, Google has nothing concrete to pull. If it reads like a clear answer to a specific question, you become a citable source. We covered the details of how AI Overviews affect outdoor traffic in a separate piece, and the short version is that your transactional traffic is largely safe while your informational traffic is where the loss happens.

How chatgpt recommends outdoor businesses

ChatGPT handles local recommendations differently from Google. When someone asks “best rafting outfitters near Denver,” ChatGPT runs a live search, and between 60% and 70% of the local businesses it surfaces come from Foursquare’s Places API. The rest come from Bing’s index, Yelp, TripAdvisor, and Google Business Profile data.

Here’s what most outdoor operators miss: if your business is not listed on Foursquare, ChatGPT may not know you exist. Most outfitters have never thought about Foursquare because it stopped being relevant for direct consumer traffic years ago. But it is now a primary data feed for the AI assistant that 200 million people use weekly.

ChatGPT also added location sharing in March 2026, so it can now return results tuned to a user’s actual location when they opt in. It favors businesses with consistent name, address, and phone information across platforms, strong review volumes, and complete profiles.

The filtering is severe. ChatGPT recommends only about 1.2% of local businesses that Google surfaces in its map pack. The businesses that make it through tend to have high review counts, presence on multiple directories, and clear service descriptions. Small operators with thin online presences get filtered out almost entirely. If you want to understand the broader picture of how AI search differs from traditional search, this breakdown of AI search for outdoor businesses covers the fundamentals.

How perplexity finds and cites your business

Perplexity works differently from both Google and ChatGPT. It runs real-time searches across the web, pulls from 10 to 50 sources per answer, and cites every one of them with a clickable link. That last part matters. With ChatGPT, a recommendation is basically a dead end unless the user goes and searches for you separately. Perplexity sends actual referral traffic you can track in your analytics.

Perplexity has a high correlation with Google’s rankings. It cites content from Google’s top 10 results about 91% of the time. If you rank well in Google, you are likely to get cited in Perplexity too. That makes it the easiest of the three platforms to optimize for, because the work overlaps almost completely with traditional SEO.

The platform weighs reviews heavily when evaluating local businesses: 39% of its local business recommendations come from review signals, 34% from authoritative list mentions (think “best rafting companies in Colorado” roundup articles), and 27% from online review content. So your presence in local listicles and your review profiles on Google and TripAdvisor directly affect whether Perplexity recommends you.

For outdoor businesses specifically, detailed comparison and trip planning content performs well on Perplexity. If you have a page comparing your Class III and Class IV trips with specifics on water levels, age requirements, and seasonal timing, that is exactly the kind of content Perplexity likes to cite. Adding schema markup to your outdoor business site helps all three platforms parse your content more reliably.

Where the three platforms overlap and diverge

All three reward clear, specific content. Beyond that, the differences are real.

Google AI Overviews favor your own website content and cite pages that already rank organically. Your Google Business Profile is the strongest local signal. The map pack still drives the bulk of local clicks, even when an AI Overview appears above it.
ChatGPT leans on third-party data sources, especially Foursquare, Yelp, and TripAdvisor. Your own website matters less than your directory presence and review volume. NAP consistency across platforms is a baseline requirement.
Perplexity behaves most like traditional search, heavily correlated with Google rankings but with an emphasis on review signals and third-party mentions. It is the only one of the three that sends meaningful, trackable referral traffic.

Only about 11% of the domains cited by both ChatGPT and Perplexity overlap. That tells you something important: optimizing for one does not automatically cover the other. Google AI Overviews overlap more with Perplexity than with ChatGPT, but there are still gaps.

What outdoor operators should do about all three

You do not need three separate strategies. You need one approach that covers the shared requirements and a short checklist for the platform-specific gaps.

Start with what your customers actually search before booking. Those queries are the ones that matter across all three platforms. Build pages that answer those questions with specific details: trip names, prices, durations, difficulty levels, what’s included, seasonal availability. That content serves Google, gets cited by Perplexity, and provides the structured information ChatGPT’s sources pull from.

Claim and complete your Foursquare listing. This takes 15 minutes and closes the biggest ChatGPT blind spot for most outdoor operators. Make sure your name, address, and phone match exactly what’s on your Google Business Profile and your website.

Keep review volume growing on Google and TripAdvisor. These feed all three platforms. Google AI Overviews use your Business Profile data. ChatGPT pulls from review aggregators. Perplexity weights reviews heavily in local recommendations. Asking guests for reviews after trips does more for your AI search visibility than almost anything else on this list.

Publish content that answers real trip planning questions. “When is the best month to raft the Gauley?” “Do I need waders for a guided fly fishing trip?” “Can a six-year-old do a zipline tour?” These are the questions people type into all three AI systems. Pages that answer them clearly get cited.

Check your analytics for AI referral traffic. Perplexity shows up as “perplexity.ai” in your referral sources. ChatGPT traffic is harder to track but often appears as direct or from “chatgpt.com” depending on how the user followed the link. Knowing which platforms already send you visitors tells you where your efforts are paying off and where the gaps are.

Which platform matters most right now

Google still drives the overwhelming majority of discovery and booking traffic for outdoor recreation businesses. AI Overviews change the shape of that traffic but don’t eliminate it. If you had to pick one platform to optimize for, Google is still the answer.

But ChatGPT is growing fast, with 200 million weekly users and improving local capabilities. Perplexity is smaller but sends real referral traffic and rewards the same SEO work you should already be doing. Neither is worth ignoring.

The operators who will do best over the next year are the ones treating their online presence as a single asset that needs to work across multiple systems, not just Google’s blue links. That means your website content, your directory listings, your reviews, and your structured data all need to be accurate, current, and specific.

None of this requires a radically different approach from what has always worked in search. Write clear pages about what you offer, keep your business information consistent everywhere it appears, and gather reviews from real guests. The difference is that the audience for that work now includes machines reading on behalf of your customers, not just customers reading for themselves. The bar for getting found is the same. It just applies in more places than it used to.