If you are wondering how to get into the lists AI recommends, start here: lists are the format AI engines cite most, at 21.9% of all citations, ahead of articles and product pages. But in professional services, four out of five of those citations go to lists written by someone outside the business. The format most likely to cite you is the one you do not control.
My first job was at fourteen, selling at a dive shop. Six months in I was running the whole operation, and not because I knew the most about diving. I promise you I did not.
Not long after, I started my first business of my own: a dive club. And a club, by how it is built, does not grow on brochures. It grows because one member brings another. That is the entire mechanism, and it is the same one that decides today whether a machine recommends you.
I am telling you this because I just read a study that put me right back at fourteen. Let's look at it.
1. What the study found, in plain terms
They analysed 75,000 AI answers and more than a million citations across ChatGPT, Google AI Mode and Perplexity, asking one question: what kind of page does AI cite when somebody asks it something.
Lists won, at 21.9%. Then articles, at 16.7%. Then product pages, at 13.7%. Between the three of them they take more than half of everything AI cites.
And there is a detail that changes everything: it depends where your buyer is. When someone is learning about a topic, AI leans on articles. When someone is choosing between two or three options, it leans on lists.
Our take
Read that again, because the punch is in there.
Articles win while the person is browsing. Lists win while the person is about to choose. And choosing is the exact moment the money gets handed out.
If everything you produce is articles, congratulations: you are present in the conversation and absent from the decision. It is like having the best stall at the fair and pulling the shutter down right as people reach for their wallets.
What to do
Take what you published this year and sort it into two piles: what helps someone who is learning, and what helps someone choosing between you and two others. Most service businesses find the second pile empty. If yours is, that is not a failure. It is the most useful diagnosis you will get this week.
2. Now the number that put me back at fourteen
Within citations to lists, in professional services, the split is this:
80.9% goes to lists written by a third party. 19.1% to lists the brand wrote about itself.
Four out of five. AI is not citing "the 10 best marinas in Fort Lauderdale" published by a marina in Fort Lauderdale. It is citing the one somebody else published.
Our take
And it is not a whim of the machine. Think about it the way you would with a person.
You walk into a shop and the salesman tells you his product is the best. You listen, you nod, and quietly you go looking for a second opinion. Not because you dislike him. Because you know he has something at stake. Now you step outside and the owner of the shop next door, who gains nothing from you, says: "if you're buying that, they do it well over there."
That second sentence carries ten times the weight, and you did not have to produce it.
AI does exactly that. It has nothing against you. It is looking for someone with nothing at stake to confirm what you say about yourself. It is the same principle that makes a review worth more than your own service description, except now it applies to entire pages.
And here is the good news: if the most-cited format is one you do not write, then the lever stopped being production and became presence. Do not let anyone sell you that as free. Asking costs less than producing, but it costs: it costs the request, the wait, and the follow-up when nobody answers first time. What changes is not that it is easy. It is that an hour spent asking outperforms an hour spent writing.
It is the flip side of something we have covered: when AI cannot find anyone to confirm what you say, it does not reject you, it simply skips you. And it is the same reason your details have to say the same thing everywhere, which is the job of your citable profile.
What to do
Open a sheet and write down the three publications, directories or sites where you have already seen your competition mentioned and not yourself. No tools, no budget: memory and ten minutes. That sheet is the draft of your target list.
3. And if you write your own, you may be working for your competitor
There is a second analysis, done by different people with a different method, and this one stings more.
They reviewed a hundred "best [category] software" searches inside Google's generated answers, across three dates. Of the eighty that triggered an AI answer, lists where the brand ranked itself first were cited 323 times. And in 224 of those 323, Google cited the brand's page and then recommended somebody else.
That is 69%. They wrote the list, put themselves first, AI took their page as a source, and sent the customer next door.
An honest warning before you panic: that analysis covers business software, not local service businesses. Nobody has measured whether the number holds for a boatyard in Fort Lauderdale, and I am not going to tell you otherwise. What I can tell you is that two separate studies, run by different people with different methods, point the same way.
Our take
Nobody knows who they're really working for, as the saying goes. Here you do know, and that is the part that stings: you wrote the page, you paid for the design, you kept it current, and you worked for the shop next door.
And notice it is not that AI punishes you for promoting yourself. It is that you asked it to evaluate a category, handed it a page that evaluates that category, and it did its job. You being first on your own list did not read as information about who is best. It read as information about who wrote the page.
It is the most expensive version of the problem we covered in getting cited by ChatGPT doesn't pay the bills. There the citation did not convert. Here it converts, for someone else.
What to do
If you already have a "best in my category in my city" page with your business on top, do not rush to delete it. Read it with your name removed and ask one question: would it still be useful to anybody? If yes, you have an asset and it needs adjusting. If no, you have a brochure dressed as a list.
4. The confusion costing people money this week
Before anyone concludes that comparing is bad, two things that look alike need separating.
Comparing options means helping someone decide between two paths. Bottom paint every year or every two. Fixed slip or transient marina. Maintenance by contract or by incident. You name nobody. You answer the question the person is already asking themselves, at night, phone in hand.
Ranking yourself first means ordering businesses in your category and putting yourself on top. That is what the two studies measure. That is what backfires.
The first is still among the most profitable pages you can write, and the full recipe is in the comparison page that turns an AI citation into clients. The second is the one to stop producing.
Our take
I will say this with the honesty I would use with a friend: the "under 3%" number you will see going around this week measures share, not performance, and it does not separate those two things. I cannot tell you, with what has been published so far, which of the two explains it. Nobody can, and anyone who says otherwise is selling you something.
What you can check yourself, in ten minutes and for free: count how many businesses in your category in your city have a page comparing their client's two real options. In most local categories the answer is none. And where nobody is, you do not need to be the best. You only need to be first.
5. Where those lists actually are
"Third-party lists" means nothing until you name them. For a service business in South Florida they are almost always these five:
- Industry directories. Trade associations, chambers of commerce, guild registries. Free listing, and usually half filled in.
- Local press and media. The city magazine's "best of" pieces, and the service stories where they quote someone from the trade.
- Niche round-ups. Blogs and sites that compile your category in your area. The ones AI cites most and the ones fewest people chase. Open lane.
- Review platforms and marketplaces, where your profile is an entry in a list even though it does not look like one.
- Lists from allies who don't compete with you. The captain who recommends yards. The dive school that recommends where to buy gear. The broker who recommends who services his clients' boats.
Where each one fits inside the whole job is in the map of the five disciplines.
Our take
The fifth is my favourite and almost nobody uses it, so here it is with instructions.
Think about the people who already recommend you. They exist. They have been sending you clients for years and you probably never formally thanked them. That recommendation is not written down anywhere a machine can read it. It lives in conversations that evaporate.
You are not short on reputation. You are short on your reputation being written down on somebody else's page. And that does not get produced. It gets asked for.
I have a sister who runs three businesses at once and lives in a hurry. When I explained this, her reaction was the one you are about to have: no time to write anything. Exactly. Which is why this work is not writing. It is asking.
And if that fifth family sounds like something you already do, you are half right: it is a close cousin of referrals, and the full system for asking, scripts included, is in the referral system guide. The difference is the destination. A referral ends in a conversation. What we are after here ends in a published line, with your name on it, on a page a machine can read at three in the morning.
What to do
Write the list of five people who already recommend you by word of mouth and do not have your name published anywhere. That is your work queue, and it is ordered by ease, not by prestige.
6. How to ask without cringing
This is where it falls apart, and not for lack of time. It falls apart because asking is embarrassing.
The mistake is asking for a favour. What works is handing the other person the part they are missing: something concrete and verifiable they can publish without having to research you.
Three sentences, and they fit in a message:
- What you do exactly and for whom, in your client's words, not your industry's.
- One verifiable fact. Years operating, boats serviced a year, a certification with its full name. And note: nothing you cannot back up if someone asks.
- What you do differently when you decide, not an adjective. Not "we're the best." Something like "we don't hand back a boat without a sea trial, even when the owner is in a hurry, and here is why."
With that, whoever maintains the list has everything they need to add you. You did not ask for a favour. You saved them half an hour.
Our take
Look closely at the second point, because that is where most people slip, and not from lack of data: from wanting to impress.
A number rounded up, a certification described "roughly", "over twenty years" when it is fourteen. Nobody does it maliciously, they do it from nerves. And it is the worst possible place to inflate, because on a third-party list your figure sits next to other people's, published, with your name on it, and you cannot edit it afterwards.
The rule is the same one we use here for statistics: if you cannot back it up when someone asks, it does not go in. A modest true number outperforms an impressive one that cannot survive a question.
What to do
Write those three sentences once and keep them where you can find them. They work for all five lists. They do not get personalised: the only thing that changes is the greeting.
Todd & Naty's corner
Todd: From the cold side: producing is the expensive part, asking is the cheap one, and almost everybody is doing the expensive one. One line about you on a list that already gets cited outperforms six new posts of your own, because that page already carries the authority and you are only asking to be let in. If the foundation of your visibility is nothing but your own pages, what exactly are you building on?
Naty: What I find hardest to watch is someone with twenty years of impeccable work who believes that asking takes something away from them. As if being on a list were begging. It is not begging. It is making it easy for the person who was going to recommend you anyway. The cost of that embarrassment is enormous and nobody ever puts it in the ledger.
The one thing to do this week
The inventory, and one single request. Forty minutes, done once, and after that the queue moves in small pieces.
- Write the three pages where you have already seen your competition and not yourself. From memory, no tools.
- Add the five families from section 5 that apply to you. You should end up with five to ten concrete pages.
- Sort them by ease. The association you already belong to comes before the city magazine. Starting with the hard one is the best way never to start.
- Write your three sentences.
- Send one request. One. The easiest of them all. This week.
That is it. Not five requests, not a campaign, not a quarterly plan. One. The second will take half the time because your three sentences are already written.
To close
The advice of the last two years was not wrong. It was incomplete. Being citable on your own site is half the job, and it is the half that costs most. The other half is existing on the pages where somebody else talks about your category, and that half does not get produced. It gets asked for.
I know asking is uncomfortable, especially when you have done good work for years and feel that ought to be enough. It ought to be. It is not. That is why the request in section 6 is built so it is not a favour, but something that saves time for whoever receives it.
And for whatever it is worth: the fourteen year old who built that club had no time, no budget and no idea what she was doing. She had one thing clear, and it is the same one I am leaving you with. What other people say about you outweighs everything you say about yourself. Put it in writing somewhere it can be read.
For you, who made it all the way down here: thank you. Your time is worth more spent on your own people than on reading about visibility, so if none of this left you a concrete task for the week, write to me and we'll fix that.
Keep reading
- The map of the five disciplines · the full frame for where each piece fits
- The comparison page that turns an AI citation into clients · the guide for when comparing options is the right move
- Getting cited by ChatGPT doesn't pay the bills · what to do when you do show up and still nobody calls
- AI doesn't guess, it skips you
- How to spot an AI-written review
- This week's news recap
- The full study on which formats AI cites · the primary source
Sources
- Study of the content types most cited by large language models · 75,000 AI answers and more than a million citations across ChatGPT, Google AI Mode and Perplexity · format split (lists 21.9%, articles 16.7%, product pages 13.7%) and the professional services cut (80.9% third-party lists against 19.1% self-promotional, across the 1,000 most-cited URLs) · https://www.wix.com/studio/ai-search-lab/research/content-types-most-cited-by-llms
- Analysis of a hundred "best [category] software" queries in Google's generated answers, across three dates · of 80 answers with AI, self-promotional lists were cited 323 times and in 224 of those the cited brand was not recommended · this analysis covers B2B software, not local services · https://lilyraynyc.substack.com/p/why-calling-yourself-the-best-could
