ChatGPT does not have an opinion about your work. It has never seen your photographs. When a couple asks it who the good wedding photographers in your city are, it goes looking for pages where somebody has written down an answer, and it assembles four or five names out of what it finds.
Which means the question is not whether you are good. It is whether you exist, in words, in the places it reads.
I run this measurement every month, on my own business and on other wedding businesses. What follows comes out of the September 2026 measurements: eighteen wedding businesses in Sweden, Norway, Germany, Belgium and Canada, three hundred and seventy questions, each one asked three times to Perplexity, ChatGPT with web search, Gemini and Claude. That is the data behind every number on this page. Where I do not have data, I say so.
35%
of questions where a measured business held a stable place on at least one service
3 of 18
businesses came up on none of their own questions at all
4
services asked, three runs each, because the answers move between runs
The first thing to understand: the four services do not read the same things
Most advice about this treats AI as one thing. It is not. In the September measurements the four services behaved so differently that the same business could hold a third of its questions on one service and almost none on another.
Gemini named a measured business in two hundred and thirty nine answers, more than any other service, and held a stable place on twenty one percent of questions. But it returned no readable source list at all, so there is no way to see what it built the answer from. Perplexity, at eighteen percent, cited the measured business site in one hundred and ninety eight answers, by far the most of any service. Claude was the hardest to get into, stable on ten percent of questions, but it cites generously when it does use you. ChatGPT sat in between at fifteen percent.
That single split explains most of the frustration I hear from photographers. They rebuild the website, and nothing happens, because the service they are testing against was never reading websites in the first place.
The second thing: the answers move
Ask the same question twice and you can get two different lists. This is not a quirk to work around, it is the thing itself, and it is why every question in a real measurement is asked three times before anything is counted.
It also creates the most useful category in the whole report, the near win: a question where you came up in exactly one run out of three. You are not absent from that question. You are borderline. Across the eighteen businesses there were fifty seven of these, and they are almost always where the least work is left to do, because the service already considers you a candidate and something small is tipping it the other way.
If you check your own visibility by asking ChatGPT once, on a Tuesday, and concluding that you are invisible, you are measuring one coin flip.
What the answers are actually built from
This is the part that surprised me most. I expected the sources behind photographer answers to be wedding blogs and magazines. They are not.
Across six full photographer measurements in Sweden, Germany and Belgium, the sources cited most often were photographer directories. MyWed appeared as a source two hundred and seventy seven times, Wezoree two hundred and four, WPJA one hundred and fifty, TheWed one hundred and thirty, Fearless Photographers sixty eight. Reddit came in at ninety three, mostly threads where couples ask each other for recommendations.
And after the directories, the next most cited sources were other photographers. Their own websites. Not a magazine writing about them, their own domain, quoted directly as the source for why they belong on the list.
Note that this is a European picture. When the question is about the American market, the services fall back on The Knot and WeddingWire almost every time. In a separate set of two hundred and forty answers about the American and British markets, The Knot was named in eighty two of them and WeddingWire in fifty eight. So the answer to which directory matters is genuinely local, and getting it wrong is an expensive way to be invisible.
Seven things that move the needle
In rough order of how much they are worth against how long they take.
1. Put your city in the text, in plain words
Not in the logo, not in the photograph captions, not implied by the venues. Written out, in a sentence, in the first screen of your home page and your about page. A service assembling a list for a city needs to be able to read that word next to your name. This sounds too simple to be worth saying and it is still the single most common thing missing on the sites I measure.
2. Get onto the directories that your market actually cites
For a European photographer that means MyWed, Wezoree, WPJA, TheWed and Fearless Photographers, in roughly that order of how often they turn up as sources. For an American one it means The Knot and WeddingWire first. Fill the profile in properly, with the city and the style words spelled out, because a thin profile is a weak source.
3. Say what it costs
Price questions are the cleanest losses I see. In one measurement, a photographer who held half her questions came up on neither of the two price questions, while the services quoted specific numbers for two named competitors. Those competitors had put a starting price on the site in text. She had not. A service cannot repeat a number it cannot find, and the couple asking what a photographer costs in your city is a couple with a budget and a date.
4. Write one page per venue you actually work at
Venue questions are narrow enough that a single good page can win them, and they are the questions closest to a booking, because the couple has already chosen the place. Name the venue in the heading, describe how the day runs there, what the light does, where the ceremony sits. Do not invent venues you have not shot at. The measurement makes that obvious quickly and so does the couple.
5. Claim and fill your Google Business Profile
It came up constantly in the answers, both as a source and as the advice the services themselves give when someone asks how to be recommended. It is free, it takes an evening, and it is one of the few places where your city, your category and your name sit together in a form these systems read easily.
6. Ask for reviews that mention the place
A review saying lovely photos is warm and useless here. A review saying she photographed our wedding at a named venue outside a named city is a sentence an answer can be built from. Ask for the specifics, gently, in the message you already send after delivery.
7. Answer the question somewhere on your site
If a couple would type it, a page of yours should answer it in plain sentences. What a wedding photographer costs in your city. How many hours you stay. What happens if it rains. This is the only kind of writing that reliably makes a portfolio site quotable, and it is what turns Perplexity from a service that ignores you into one that cites you.
What not to bother with
Stuffing keywords into your text does not work here, because the service is not matching keywords, it is looking for a sentence it can repeat. Neither does asking the service to remember you, which it does not, in any way that carries to another person or another session.
And be careful with anyone promising you a place in an AI answer. Nobody controls what these services say. What you can control is whether there is anything for them to find, and whether you know what happened when they looked.
Where to start if you only do one thing this week
Find out where you actually stand, and do it properly, which means more than asking ChatGPT once. Write down five questions a couple in your city would type, ask each of them to two different services, three times, and count how often your name comes back. It takes half an hour and it is worth more than any guess.
Or let this run it for you. The free check asks four questions to ChatGPT and Perplexity and shows you the result in about a minute, and the full method is written out so you can argue with it.
Questions people ask next
Why does ChatGPT not mention my wedding photography business?
Almost always because the services cannot find you being talked about anywhere except your own website. An answer is assembled from sources, and a portfolio site with no city in the text, no prices, no venue names and no third party listings gives the services nothing to assemble. The fix is not a better site. It is being present, in words, in the places the answers are built from.
How long does it take to show up in AI answers?
About a month before a new page can start appearing, sometimes longer, because the services have to find and read the page first. That is why measuring the same questions once a month matters more than measuring once. A single measurement tells you where you stand, not whether anything is moving.
Do I have to pay for a directory listing to be recommended by AI?
No, but you should know which directories the answers in your market are actually built from, because they are not the same everywhere. In measurements of photographers in Sweden, Germany and Belgium, the most cited sources were photographer directories such as MyWed, Wezoree, WPJA and TheWed. In answers about the American market the services keep recommending The Knot and WeddingWire. A free profile on the right one is worth more than a paid profile on the wrong one.
Is it enough that ChatGPT links my site without naming me?
It is not the same thing, but it is not nothing either. Being cited as a source means the service read your site and used it to build the answer, which is the step before it starts handing out your name. Perplexity in particular cites far more than it names, so a report that only counts names throws away most of what it tells you.
Should I write blog posts to show up in AI answers?
Only the ones that answer a question a couple would actually ask. A post about a wedding you photographed at a named venue, with the venue, the city and what the day cost, is a source an answer can be built from. A post titled inspiration or a gallery with no text is not, because there is nothing in it to quote.