The 8 Questions to Ask Before Buyers Find Your Competitors First

Most coaches have never typed their own name into ChatGPT. The ones who do usually find a competitor's site quoted back at them in the answer. That's the moment they realize buyers have been doing this for months without telling them.

Key takeaways

• Buyers now ask ChatGPT, Claude, and Perplexity 6 to 10 questions before they ever visit your website or book a call.
• The 8 questions in this post are the same ones the free AI Visibility Check runs against your site across all four major engines.
• "Invisible" means no engine names you at all. "Mixed" means one engine cites you and the others quote a competitor. "Winning" means you appear by name on the first answer for at least 3 of 4 engines.
• The fix is almost never more content. It's clearer wording on the pages you already have, plus answers to the questions buyers actually type.
• BakingSubs earned 144,321 Microsoft Copilot citations in a quarter using this exact diagnostic, not a bigger content budget.

Why these 8 questions matter more than your homepage copy

Buyers don't read your homepage first anymore. They ask an AI engine a question, read the answer, and then click through to whichever site got named in that answer. If your name isn't in the answer, the click never happens. Your homepage could be the best page on the internet and it wouldn't matter.

This is the part most coaches miss. The competition isn't for the click. It's for the sentence inside the AI answer that decides who gets the click. ChatGPT, Claude, Perplexity, and Microsoft Copilot each pick differently based on what they can find about you, how clearly your site answers the question, and whether other sites confirm what you say about yourself.

The 8 questions below are buyer questions, not category questions. Nobody types "best life coach in Toronto" anymore the way they used to type it into Google. They ask longer, more specific things, and they ask follow-ups. These 8 cover the pattern.

Question 1: "Who are the best [your category] for [your specific buyer]?"

This is the headline test. If you're a life coach for second-gen South Asian women in finance, the question is "who are the best life coaches for second-generation South Asian women working in finance?" Not "who are the best life coaches."

A winning result names you, ideally in the first 3 picks, with one sentence about what you do. An invisible result names three coaches who don't even work with your buyer. A mixed result names you on Perplexity (which surfaces specific sources well) but quotes a generic directory site on ChatGPT.

The fix when you're invisible here is almost always the same. Your homepage, About page, and one or two cornerstone posts don't use the exact words your buyer uses to describe themselves. You say "ambitious women." They search for "second-gen South Asian women in finance." Match the language.

Question 2: "What should I look for when hiring a [your category]?"

This is the question buyers ask BEFORE they know who you are. It's the moment they're building a mental checklist. Whichever site supplies that checklist quietly sets the criteria you'll later be judged against.

A winning result here means at least one engine pulls bullet points from your site when answering the "what should I look for" question. That's worth more than being named in question 1, because it means the engine treats you as the source of category knowledge, not just one of several options.

Most coaching sites have zero content answering this question. They have service pages and testimonials. They don't have a "how to hire a [category] coach" post written from the buyer's side of the table. Write it.

Question 3: "How much does [your service] cost?"

Buyers ask this constantly. Most coaches refuse to answer it on their site. The two facts together explain why so many coaches are invisible on pricing questions.

You don't need to publish your exact rates. You need to publish a range, what's included, and what factors move the price. "Most one-to-one engagements run $400 to $800 per month over a 3 to 6 month container, depending on session frequency and whether async support is included." That sentence alone will get you cited by Perplexity inside a week.

An invisible result on this question almost always means the engine quoted a competitor who DID publish pricing, even if their pricing is higher than yours. The buyer then anchors on that price and you never get the call.

Question 4: "Is [your category] worth it?"

This is the doubt question. The buyer is trying to talk themselves out of hiring anyone. Whichever site gets cited here either reassures them or confirms their doubt.

A winning result names you on a page that addresses the question honestly. Not "yes coaching is amazing." Something like "coaching is worth it when X, Y, and Z are true. It's not worth it when you're looking for A or B." That kind of honest framing is what AI engines pull from, because it reads as real information rather than sales copy.

Most coaches won't write this post because it feels like talking buyers out of hiring them. The coaches who do write it get cited and get the calls. Health coaches face a harder version of this because the engines weight credibility signals more heavily for anything touching health.

Question 5: "What's the difference between a [your category] and a [adjacent category]?"

A life coach vs a therapist. A business coach vs a consultant. A personal trainer vs a strength coach. A workplace mediator vs an HR consultant.

Buyers ask this when they don't know which kind of help they need. The engine's answer often pushes them toward whichever category has better content explaining the difference. If your competitor wrote the "coach vs therapist" post and you didn't, the engine will route confused buyers to them, even buyers who actually needed a coach.

This is one of the highest-leverage posts you can publish. It captures buyers at the moment they're still figuring out which door to walk through, and it positions you as the authority who explained the choice clearly.

Question 6: "Can you recommend a [your category] who works with [specific problem]?"

This is the narrow question. "Can you recommend a business coach who works with solo consultants billing under $200K?" "Can you recommend a personal trainer who specializes in postpartum recovery?" "Can you recommend a workplace mediator who handles tech-startup disputes?"

The narrower the question, the more the engine relies on specific wording on your site. Generic "I work with high-performing professionals" copy gets you nowhere. Specific copy that names the exact problem and the exact buyer gets you named on the first answer.

This is also where James, a workplace mediator in Manchester, went from one discovery call a month to five. He took his About page and rewrote it to name three specific situations he handles: co-founder disputes in pre-seed startups, manager-direct-report breakdowns after acquisitions, and remote-team conflicts with timezone components. Within 8 weeks he was being cited on Perplexity for all three.

Question 7: "What does working with [your category] actually look like?"

The process question. Buyers want to know what they're signing up for before they book a call. They ask the engine to walk them through it.

A winning result means the engine pulls from a "how I work" or "what to expect" page on your site. An invisible result means the engine generates a generic process description that has nothing to do with you. Generic answers don't convert. Specific answers do.

The fix is a page that walks through your actual process: how the first call goes, what happens between sessions, how decisions get made, what the buyer is responsible for. Treat it like you're explaining it to a friend who's never hired anyone like you before. The plainer the language, the more the engines pull from it.

Question 8: "Who else should I consider besides [a well-known competitor]?"

This is the comparison question. The buyer already has a name in mind. They're asking the engine to give them alternatives.

This question is the one most coaches never think to test. They assume they're being compared in a vacuum. They're not. Buyers come into the conversation with one name already in their head, often a coach with a podcast or a book, and they ask the engine to surface alternatives.

If the engine names you as an alternative to the big name in your space, you've effectively borrowed that person's authority. If it doesn't, you don't exist in the conversation at all. The fix is making sure your site clearly positions you against the well-known name without bad-mouthing them. "I work with the same kind of client but on shorter engagements and at a lower price point" is enough.

How to actually run these 8 questions on yourself

Open ChatGPT. Type question 1 with your exact niche details. Read the answer. Note who got named. Repeat for Claude, Perplexity, and Microsoft Copilot. Then do the same for questions 2 through 8. You're looking at 32 queries total, and it takes about 90 minutes if you do it carefully.

Score each result as Invisible, Mixed, or Winning. Look for patterns. Most coaches find they're winning on 1 or 2 questions and invisible on the rest. The invisible questions are the gaps. Each one points to a specific page you need to write or rewrite.

The free AI Visibility Check automates this whole process across all four engines and gives you the gap map at the end. It's the same diagnostic the BakingSubs site used to earn 144,321 Microsoft Copilot citations in a quarter, applied to your name instead of a recipe site. The $27 AI Citation Playbook is the next step if you want the full fix sequence.

What "winning" actually looks like across all 8

A coach winning across all 8 questions doesn't have a bigger site than their competitors. They have a clearer site. Their homepage uses the buyer's words. Their About page names the specific kinds of people they help. They have one post for each of the 8 question types above, each one written in plain language with concrete examples. They published pricing. They wrote the honest "is it worth it" post that their competitors won't write.

This is what the Citation Cluster Method actually builds toward. Not more content. The right 8 to 12 pages, structured so the engines can pull clear answers from them.

Frequently asked questions

How often should I rerun these 8 questions on myself?

Once a quarter is enough for most coaches. The engines update their training and retrieval often enough that results shift, but not so fast that monthly checks would reveal anything new. Run them after every significant site change too, especially after publishing a cornerstone post.

Do all 4 AI engines really see my site differently?

Yes, and the differences matter more than coaches expect. Perplexity surfaces specific sources prominently in its answers. Claude weighs author signals and structured bios heavily. ChatGPT leans on whatever it ingested most recently. Microsoft Copilot pulls broadly from the open web with strong attribution. A site that wins on one can be invisible on another, which is why getting found on ChatGPT is a different exercise than getting recommended by Perplexity.

What if I'm invisible on all 8 questions?

That's the most common result, especially for coaches under 2 years in business. It doesn't mean your work is bad. It means your site doesn't yet say clearly enough who you help and how. The fix is usually 6 to 10 pages of focused rewriting, not 100 blog posts. Start with the homepage and About page, then add one cornerstone post per question type.

Do these 8 questions work for consultants and other expert services, or just coaches?

They work for any expert-led business where the owner is the brand. Consultants, mediators, fractional executives, expert-led ecommerce founders. Swap "coach" for your category and the structure holds. The client channels post covers how this connects to the rest of your acquisition stack.

How long until I see results after fixing the gaps?

Most coaches see their first new citation within 3 to 8 weeks of publishing a page that directly answers one of the 8 questions. Perplexity tends to move fastest. ChatGPT is slower because of how it retrieves. Microsoft Copilot can surprise you with sudden citation volume once the engine recognizes your site as a clear source on a topic.

Run the 8 questions on yourself this week. Even if you don't fix anything afterward, you'll know exactly what buyers see when they research you, and you'll know which competitor is getting the call you should be getting. That alone changes how you spend the next quarter.