Conversational content: writing for AI and humans simultaneously

Your website has two audiences now. The person planning a trip and the AI tool helping them plan it. Google AI Overviews, ChatGPT, Perplexity, and a growing list of others are reading your pages, pulling facts, and deciding whether to recommend you. If your content only works for one audience, you lose the other.

Most of what makes content good for humans also makes it good for AI. The gap between the two is smaller than you’d expect, and it shows up in specific, fixable places.

What AI actually reads on your pages

AI tools don’t read your website the way a person scrolling on their phone does. They parse it in sections. Each heading, each paragraph, each chunk of text gets evaluated on its own. If a section can answer a question clearly, the AI might pull it into a response. If it’s vague or wrapped in marketing language, the tool moves on to someone else’s page.

Research on AI citation patterns shows that opening paragraphs answering a query directly get cited 67% more often than those that start with context-setting. The first two sentences of any section do most of the work. When someone asks ChatGPT “what should I wear for a rafting trip in May,” the AI is scanning for a clear, specific answer. It is not interested in a paragraph about how your company was founded in 1997.

Your content doesn’t have to read like a technical manual. But the useful information needs to come before the throat-clearing, not after it.

Stop writing like a brochure

Most outdoor business websites default to a voice that sounds like tourism board copy. “Experience the thrill of world-class rapids.” “Create unforgettable memories with our expert guides.” These sentences say nothing specific, and AI tools can’t do anything with them. There is no fact to extract, no claim to cite, no detail to pass along to a searcher.

Compare that to: “Our half-day Ocoee River trip covers eight miles of Class III-IV rapids. We provide all gear. Ages 10 and up.” That’s three citable facts in three sentences. A person reading it knows exactly what they’re getting. An AI reading it has something concrete to surface in a search result.

You already know how to talk this way. It’s how you describe trips on the phone, how you answer questions at the put-in, how you explain things to a friend who asks what you do. The trick is getting that voice onto the page. If you’ve been struggling with this, writing about your trips without sounding like a brochure is a good place to start.

Answer the question first, then explain

Traditional content marketing advice often says to hook the reader with a story, build context, and deliver the answer at the end. AI search has flipped that. The answer needs to come first.

If you’re writing a trip guide about fall fishing on the Madison River, open with the information: “September and October are the best months to fish the Madison between Quake Lake and Ennis. Brown trout move into the riffles, and baetis hatches run most afternoons.” Then you can add the story, the context, the why. But the citable facts are upfront where both a reader and an AI can find them immediately.

This isn’t just an AI thing. People skim. The average visitor decides in a few seconds whether your page has what they need. Putting the answer first works for everyone.

Same principle applies to headings. For your blog posts and trip guides, use headings that describe what each section covers. “What to expect on the upper Gauley” is useful to a reader scanning the page and to an AI parsing section headers. “Your adventure awaits” tells neither of them anything.

Think of each section on your page as a standalone answer to a question someone might ask. “How long is the trip?” gets a section that opens with “The half-day trip runs four hours on the water, five including shuttle time.” That section works whether it stays on your page or gets pulled into a ChatGPT response. It also works for the person who scrolled straight to it because that’s all they wanted to know.

Write in a voice that sounds like a person talking

AI tools are getting better at understanding natural language, and search queries are shifting to match. Over 60% of online searches now involve some form of conversational or voice input. People are typing, and increasingly saying, full questions. “Where can I take my kids rafting near Asheville” is a real query that real people use. Your content should sound like a real answer to it.

This means writing in second person. Using contractions. Keeping sentences at a normal speaking length, not stuffing them with keywords. A page that reads like something you’d actually say to a customer is now better optimized for search than a page that reads like it was written for an algorithm.

Here is what conversational content looks like in practice:

• Instead of “Our guided fly fishing excursions utilize the finest tackle and take place in premier fishing destinations,” write “You fish with our gear on the Madison, the Yellowstone, or the upper Gallatin. We pick the river based on conditions that day.”
• Instead of “Guests are advised to bring appropriate footwear and sun protection for optimal comfort during their experience,” write “Wear shoes that can get wet. Bring sunscreen. We have everything else.”

The second version in each pair is more useful to a person and more citable by an AI. The specific river names, the practical advice, the direct tone: all of it works harder.

Structure pages so AI can parse them

You don’t need a technical background for this part. It comes down to a few habits.

Use one clear heading (H2 or H3) per topic. Don’t nest three ideas under one heading. If your page covers pricing, difficulty level, what’s included, and meeting location, give each its own section. AI models segment content by headings and evaluate each section independently. A clean heading hierarchy with specific labels makes every section citable on its own.

Start each section with the main point. If the section is about pricing, the first sentence should include the price. If it’s about trip length, lead with the hours. The pattern is the same everywhere: answer, then context.

Keep paragraphs short enough that each one covers a single idea. Long paragraphs that blend three topics together are harder for AI to parse and harder for people to read. If a paragraph makes two separate points, split it.

Add an FAQ section to your trip and service pages. Three to five questions that your guests actually ask, with two-to-three-sentence answers. “Do I need experience?” “What if it rains?” “Can my 7-year-old do this trip?” These match the exact phrasing people type into AI tools, and the question-answer format makes it easy for the AI to pull your response word for word.

If you’ve already added schema markup to your site, you’re giving AI tools structured data on top of the content itself. FAQ schema is the most useful type here, because it maps directly to the way people ask questions in ChatGPT and Perplexity.

The content that works for both audiences

The content performing best right now is not written for AI at the expense of readability. And it’s not written for humans while ignoring how machines process it. It does both at once.

What that looks like in practice: specific facts stated up front. A voice that sounds like a real person who has actually been on the water. Headings that describe what’s below them. Sections short enough to stand alone. Details a machine can extract and a person can act on.

You don’t need two versions of every page. You need one version that does both jobs. For most outdoor businesses, that means dropping the brochure voice, thinking about what your customers actually search for, and writing the way you’d talk to someone standing at your front desk.

The pages already doing this are the ones showing up in AI search results. The rest are losing ground to competitors who figured it out.