Vertical
AI visibility for Multi-vertical operators
Cross-cutting AI visibility patterns that apply across verticals.
50 articles
What customers check after ChatGPT recommends your business
81% of people who get an AI recommendation go check the business somewhere else. Four places decide what they find, and you can check them today.
The one sentence Google reads to set your hours
Google wants your hours in one plain sentence, and its software decides what you meant. Read your own hours line out loud today.
Google gives you 4 days to reject a stranger's edit
A stranger can propose new hours for your Google listing. Miss the email and your own website settles it. Two jobs, about half an hour.
Why customers can't leave a review on your Google Business Profile
For a few days at a stretch your listing can stop taking reviews, with no warning on the page. Here's the two-minute record that tells you it happened.
Most AI answers about your business link to somebody else's page
The pages an AI answer leans on when it talks about your business are mostly pages you do not own. Finding out which ones takes five minutes per question.
Google writes its own headings for a customer's question
Web Guide is an opt-in Google test that most searchers have never switched on. What it does to a business page is still worth five minutes on a Monday.
Google says a program reading your site is the whole application
One line Google added on 18 September sets the bar for a new local result box. Here is what readable by a program really means.
Google is writing the first paragraph customers read about you
Two search practitioners found a write-up on their Google listing that nobody at the business wrote. Here is where the wrong sentences come from.
What is the Collected info tab in your Google Business Profile?
Whoever answers your phone may have been filling in a Google record about your business. As of 14 September you can finally open it.
ChatGPT can name your business and still get your hours wrong
About a third of the business details ChatGPT and Perplexity read out are wrong, and they were copied off records you can open and edit.
Your customers read six review sites before they pick you
Healthgrades, Angi, Apple Maps and Yellow Pages all carry a page about your business. Most owners have only ever read the Google one.
The one part of your Google listing you cannot edit
Google draws a busy-hours chart and a wait time on your listing from customer phones, and there is no field in your account where you can fix it.
AI search quotes pages that are about 3 years old
The page an AI reaches for when somebody asks about a business like yours is usually one that has been sitting there for years.
Why Google answers price questions instead of showing your listing
The way a customer words a search decides whether Google hands back a map with your listing on it or a paragraph it wrote itself.
One ChatGPT check tells you almost nothing about your business
Only 30% of brands stay visible from one AI answer to the next. Here is how to turn a one-off ChatGPT check into a number you can act on.
What ChatGPT says about your business partly comes from your customers
Ask ChatGPT about your own business by name. Whatever it names as a reason to hesitate is something a customer already wrote down somewhere.
Photograph the problem you fix and write the answer underneath
A patent from Google's search team describes where a photo answer comes from. Here is what an operator can do about it this week.
Your reviews decide whether ChatGPT names your business at all
Your star average gets you considered. The reply rate is the half nobody counts, and the average business answers 3.1% of its Yelp reviews.
Read every review reply Google's AI writes for you
A drafted reply takes seconds to approve and sits on your listing for years. Read it like a new hire's first customer email.
Put the answer under the question, near the top
18,012 ChatGPT quotes, mapped by where they came from on the page. Almost half came out of the first third.
Why ChatGPT can't find your prices and where they hide
One test page hid eight prices in eight places, and only the ones a customer could read came back from the five AI systems.
Write your own Google profile description before AI writes one
The description box does not lift your Google ranking. But AI answers read it now, so a blank box hands the machine the wrong story.
Why AI names a competitor for jobs you also do
You do a dozen jobs a week. Your Google profile lists three. That gap is why AI names a competitor. Here is the 15-minute fix.
The numbers in your head belong on your website
Your website says fast, friendly, affordable. AI has nothing to quote from that. Here are the numbers to add in 20 minutes.
The Google Business Profile field that decides if AI names you
One label on your listing does more than anything else to decide if AI names you. Here is how to check and fix it in two minutes.
Your star rating is now the bar to show up in AI answers
The businesses ChatGPT names average 4.3 stars. Here is how to check where your rating stands, and the habit that raises it.
How to make sure AI gets your business facts right
Two studies argued over whether a bit of site code wins more AI mentions. The honest answer is one two-minute check every owner can run.
AI is now the third way customers find a local business
AI passed Yelp as a way people find local businesses in one year. The list it gives is short, and most owners have never checked if they're on it.
The pages AI quotes when customers ask about your business
In one large study, only 0.5% of AI answer citations went to homepages. The pages that win are narrow answer pages most owners never wrote.
Where AI assistants find the businesses they recommend
AI assistants build their recommendations from Reddit, review sites, and roundup lists. Here's how to read the pages yours pulls from.
Google is drafting your Business Profile. AI reads it back.
Google has started writing answers on your business listing, and an AI repeats them to your next customer. Read yours in five minutes today.
Below four stars, AI leaves your business off the list
The star rating on your Google profile is now a gate. Below four stars, AI drops you before it compares anyone. Read your average this morning.
The one-line change that gets your business quoted by ChatGPT
The strongest known move to get quoted by ChatGPT is a 5-minute edit: one true number in place of a vague promise.
Google's AI is calling local businesses. Here is what it asks.
An automated Google voice can call your shop, say it is a machine, and ask your prices. Here is what the call sounds like and the 5-minute check to run.
How to check what ChatGPT says about your business
ChatGPT, Perplexity, and Gemini all answer questions about your business today. New research says 93% of tested companies had a basic fact wrong or missing.
Question wording decides whether Google writes an AI answer
A study of about 1,900 questions found Google's AI answer on roughly 98% of some and 3% of others. Only your own customer questions show which side you are on.
Is your website blocking the bot behind ChatGPT's answers?
A plugin or your web host may have shut ChatGPT's bot out of your site without asking. Open your robots.txt file and read what it says.
How to get named by AI for the towns you serve
A vague 'we serve the whole area' line gives AI no town to match you to. Here is the two-minute test and the plain-words fix.
How to get your business recommended by AI, starting with Yelp
New data on 28 million AI answers found Yelp gets named more than the next five review sites combined. A stale listing hands that mention away.
Your Five-Star Reviews Have a Shelf Life Now
A five-star page whose newest review is from last winter looks like a business that used to be good. Here is the 30-second test and the weekly fix.
ChatGPT Will Now Try to Book Your Appointment. Can Your Page Finish?
AI assistants have started booking appointments for customers. A quick test shows whether your page lets them finish or quietly quit.
AI assistants recommend very few local businesses. Small ones can win.
You asked ChatGPT for the best shop near you and never heard your own name. Here is why the list is short, and why small can win it.
The ChatGPT Customer Who Lands on Your Site Is Already Sold
AI sends a trickle of visits, so owners write it off. But those few people show up ready to book. That changes what you do with them.
Proof on the Page Is What Gets a Local Business Found Now
In a study of 90 contractor sites, the average business got 32 visits a month from Google. The winners had proof on the page. That is your move.
Write Your Pages as Answers, With a Real Fact in Each One
Princeton researchers tested nine page changes. Adding a real fact was the strongest, lifting AI citations about 41%. That is your move.
The Cheapest Way to Get Named by ChatGPT Is Your Reviews
No review profile means AI names you 1% of the time. A basic active one jumps to 53.5%. That gap is your move this week.
You Were Told to Add llms.txt. The AI Bots Are Skipping It.
Out of 500 million AI bot visits, 408 opened the llms.txt file. The bots read your normal pages. Put your answers there.
The directory ChatGPT reads first for local business names is Foursquare
Sixty to seventy percent of the local business names ChatGPT picks come from a directory most operators have never logged into. The directory is Foursquare.
Google has two AI answer boxes. Your business has to show up in both.
Ahrefs tested 730,000 customer questions in both Google AI products. The same business gets named in both boxes only 14 times out of 100.
Chrome on Android is about to book appointments for your customers. Fix your booking page this week.
By the end of June, an Android phone can book the appointment for the customer. If your booking page does not finish, the agent moves on. Here is the fix.