Local citations in SEO: which business listings to check

1. What local citations are, and which ones are worth checking
2. Why more listings is not the goal
3. What our recorded answers show about listings
4. How to check and fix your citations
5. Questions owners ask
6. How we got these numbers
7. Sources
8. See it on your own website

What local citations are, and which ones are worth checking

A local citation is any public page that names your business along with its address, phone number or website. Directories and review sites such as Yelp, Angi and the BBB are citations. So are map listings on Google, Apple and Bing, your state license record, a chamber of commerce page and a local news story.

Search marketers often shorten the core facts to NAP: name, address and phone. Google itself doesn't use the word citation. It says the information in a Business Profile comes from several sources, including crawled web pages, licensed data from third parties and people who contribute facts like addresses and phone numbers ¹. Its local ranking also takes into account how many websites link to your business ².

AI assistants use these pages too, and they read them directly. ChatGPT searches the web and can share a rough location with outside providers to fetch nearby business listings ³. Claude runs a search tool and cites the pages it used in every answer ⁴. When a homeowner asks either one for a plumber, the directory pages and listings about your business are part of what it reads.

So which citations are worth checking? Not all of them. Start with the few that customers and assistants actually open, and the ones other sites copy from. For each one, the question isn't whether it exists. It's whether it describes your company, with the right phone number, the right name and the work you actually do.

Why more listings is not the goal

A wrong listing does more harm than a missing one

A listing with an old phone number or a former name still counts as a mention. It also sends calls to the wrong place and gives search systems a second version of your business. Google says that if sources report your profile info is incorrect or outdated, it may update your profile ⁵. An old directory entry can find its way back onto your Google listing.

The bigger risk is identity, not volume

A bigger risk than too few listings is confusion about who the business is. A similarly named company in the next town, a former trading name, a shared office address or a page that mixes your reviews with someone else's all create doubt. Google asks that your business name match the real-world name you use consistently on your storefront, website and stationery ⁶. In Florida, trading under a name other than your legal name requires registering that fictitious name with the state ⁷.

Experts disagree on how much citations count

A November 2025 survey of 47 local search experts found citations slipping a little in importance for map rankings. The same experts put three citation factors in their top five for visibility in AI answers ⁸. That is expert opinion, not data from Google or any assistant. Nobody outside these companies knows the exact weight.

Studies from outside home services point the same way

Yext, which sells listing management, analyzed 6.8 million sources cited in AI answers across four other industries in mid-2025. Business websites made up 44% and listings 42% ⁹. In a 2018 consumer survey by BrightLocal, which sells citation tools, 80% of people said wrong or inconsistent contact details or names would make them lose trust in a business ¹⁰. Both are vendor research, and the BrightLocal survey is old. Neither covered contractors.

You don't control every listing

Some pages are written by the site, its users or data companies, not by you. Yelp warns that a claimed page may show as unclaimed again after a period of inactivity by the owner ¹¹. OpenAI itself says search results and citations can be incomplete, outdated or incorrect ³. Plan to check your listings again from time to time, not once.

What our recorded answers show about listings

Between September 2 and October 14, 2026, we asked ChatGPT, Claude and Google AI Mode to recommend a local contractor 47,209 times: ChatGPT 19,577, Claude 16,358 and Google AI Mode 11,274. The questions covered HVAC, plumbing, electrical and roofing jobs in towns around Tampa Bay, Florida, each in a fresh conversation with web search on. We collected the answers with software rather than the consumer apps, so a customer may see a different answer. These are observations of answers, not experiments.

Which outside sites the answers linked

For ChatGPT and Claude, a contractor's own website was the most common link: 98% of ChatGPT's job answers and 97% of Claude's linked at least one. Beyond that, the two assistants leaned on very different listings.

• Claude linked a directory or review site in 83% of its 14,467 job answers. Yelp appeared in 41%, Angi in 38%, HomeAdvisor in 26%, the BBB in 22% and Thumbtack in 11%.
• ChatGPT linked a directory or review site in 27% of its 17,275 job answers. The BBB appeared in 8.6%, Angi in 7.3% and HomeAdvisor in 5.6%. Yelp appeared in 0 of them.
• Claude linked an official license or state business-record lookup in 12% of its job answers, and ChatGPT in 2.9%.
• Google AI Mode was different again. In 74% of its 9,819 job answers, the links opened Google's own listing for a business. Angi, often its quote request form, appeared in 20% and Yelp in 14%.

What this means for you: a short list of listings carries most of the weight. Your website, your Google listing, Yelp, Angi, HomeAdvisor, the BBB and your license record were the pages these answers opened most. Those are the ones to check first.

What the assistants said about facts that didn't line up

Of the 41,561 answers about a specific job, 6,407 said the assistant couldn't find or confirm something about a company. Nearly all came from Claude, which said so in 6,144 of its 14,467 job answers (42%). ChatGPT said so in 1.4% and Google AI Mode in 0.2%. The most common missing item was a phone number or other way to reach the company, in 3,851 answers.

Claude also flagged listings that disagreed or looked wrong. These are small numbers, but they show exactly what a bad citation does to an answer:

• In 212 answers, Claude found different phone numbers for the same business in different places.
• In 404 answers, it warned that a phone number, hours or other details from a listing might be out of date.
• In 117 answers, it warned that a listing, phone number, rating or license might belong to a different or similarly named company, or that two listings might be one company.

We found these sentences with word rules, then read 20 random sentences of each kind by hand. We found 18 of 20 sorted correctly for different phone numbers, 20 of 20 for out-of-date details and 18 of 20 for possible mix-ups. ChatGPT and Google AI Mode almost never wrote such warnings. That doesn't mean they never met a conflict. It means they seldom told the customer.

I couldn't confirm current licensing or availability for any of these, and the phone numbers come from directory listings, so they may be out of date.

I didn't verify phone numbers, so use the phone number on each company's site rather than one from a third-party listing.

In the mix-up warnings, Claude typically named two companies with similar names and told the customer to make sure they were calling the right one. Some warned that a directory page showed another company's reviews, or that a phone number appeared under a different business name. When that happens, the customer may call someone else, or the assistant may leave the number out.

What the earlier study found

Before this research, we studied assistant conversations from late July to August 2026 across eight trades. For each business an assistant considered, we recorded the reasons it gave for naming it or leaving it out. These reasons bear on citations:

• The same name, phone, address and license across independent listings came up in 79 conversations and cost a business its place in 37 of them.
• The same phone number across listings came up in 81 conversations and cost a business its place in 29.
• A street address that agreed between directories and the state register came up in 66 conversations and cost a business its place in 22.
• Whether the business name was identical everywhere, including the license register, came up in 37 conversations and cost a business its place in 28.
• A license number that matched the official register came up in 32 conversations and cost a business its place in 16.
• A trade license looked up in the official register and confirmed current came up in 142 conversations and cost a business its place in 103.
• Claims found only on the business's own site, treated as unconfirmed, came up in 186 conversations and cost a business its place in 67.
• Position in a directory or listing site came up in 159 conversations and cost a business its place in 88.

One conversation can involve several reasons, so these counts overlap and should never be added together. They show what assistants said they weighed. They don't prove that fixing a listing would change who gets named. Being listed in many directories barely came up. The two reasons about it came up in 1 conversation each, and neither cost a business its place. Most of the reasons above were about whether a business's facts matched and could be checked.

How to check and fix your citations

Work through these steps in order, because the early ones tell you what the later ones need to fix.

1. Write down your facts of record

Before you look at any listing, write down the version that is true: your legal business name, any trading name, your license number, one main phone number, your address or service area, your website and your hours. If you trade under a name other than your legal one, make sure it is registered with the state ⁷. Check that your license record shows the same details. Florida makes each licensee responsible for keeping its address of record current with the state licensing department ¹².

2. Find the listings people actually see

• Search your business name, your phone number, any old phone number, any former name and your street address. Note every page that comes up on the first two pages of results.
• Ask ChatGPT, Claude and Google AI Mode for your service in your town, and open the sources each answer cites.
• Check the sites our answers opened most: your Google listing, Yelp, Angi, HomeAdvisor, the BBB and Thumbtack.
• Check Apple Maps through Apple Business ¹³ and Bing through Bing Places for Business ¹⁴.
• Look yourself up in the state license search, which anyone can use to look up licensed businesses by name, license number or city ¹⁵.

3. Check what each listing says, not just that it exists

For each listing, compare it with your facts of record. Ask four questions. Is this my company, or one with a similar name? Is the phone number one that reaches us today? Are the services and towns ones we really serve? Are the reviews and photos actually about us? Mark anything that fails as a problem, and note the date you saw it.

4. Fix the listings that do the most harm first

• A wrong phone number or a page mixed up with another company comes first. Those send real calls to the wrong place.
• Claim the listings you can, so you can edit them. On Yelp, start from Yelp for Business; a claimed page can lapse after a period of owner inactivity, so log in now and then ¹¹.
• For the BBB, use your local bureau's update form; its staff review and verify what you send ¹⁶.
• Remove or merge duplicates. Google says there should be only one profile per business ⁶. Directory duplicates confuse people the same way.
• If an old listing on a site you can't edit shows an old number, report it to that site and keep the old number forwarding to you for a while if you can.

5. Show your license number wherever you advertise

Florida requires construction contractors, such as plumbing, HVAC and roofing businesses, to show their license number in every advertisement, in any medium, with a few exceptions such as stationery ¹⁷. Electrical contractors have the same rule ¹⁸. Put the number on your website, your Google listing where it fits and your directory profiles. It also gives anyone checking your license record a way to match it to you.

6. Link your real profiles from your website

List the profiles that are really yours on your contact page. If someone manages your website, ask them to add your profile links to the site's structured data. Google defines a sameAs entry for exactly this: a page on another website with more information about your organization, such as a review site profile ¹⁹. It helps tell your business apart from one with a similar name.

7. Keep a simple record and check again

Keep a sheet with each listing, its address, what was wrong, what you changed and the date. Check the main listings again every few months, and right away after you move, change your phone number or rename the business. Google may change your profile when other sources disagree with it ⁵, so one stale listing can undo your work.

Skip services that promise hundreds of new listings. More mentions don't fix a wrong one, and every extra listing is one more place for an old phone number to live. No one can promise that clean listings will get you recommended. They remove one of the reasons assistants gave for doubting a business.

Questions owners ask

What are local citations in SEO?

A local citation is any public mention of your business with its name and address, phone number or website. Directories like Yelp and the BBB, map listings, your state license record and local news pages all count. Search engines and AI assistants use them to check who you are, so accuracy matters more than how many you have.

How do I list my business in local directories?

Start by claiming the listings that already exist rather than creating new ones. Use the same business name, phone number, address or service area and website on each. Begin with Google, Apple Maps, Bing, Yelp, the BBB and the directories your trade's customers use. Then check each listing every few months for changes you didn't make.

Do local citations still matter for Google rankings?

Google doesn't publish a citation factor. It says its local results depend mainly on relevance, distance and prominence, and that prominence includes how many websites link to your business. Local search experts surveyed in 2025 thought citations matter a little less for map rankings than before, but more for AI answers. Accurate listings help either way.

Do ChatGPT and other AI assistants use business listings?

Yes. In our recorded answers about local contractors, Claude linked a directory or review site in most of its answers, and ChatGPT in about a quarter. Google AI Mode mostly linked Google's own business listings. Assistants also warned customers when listings showed different phone numbers or looked like another company.

What should I do if a directory shows the wrong phone number?

Claim the listing if you can and correct it. If you can't, report the error to the site. Then search for the wrong number to find any other pages that copied it. Keep the old number forwarding to you for a while if possible, and note the date of each fix.

Should I pay for a citation-building service?

Be careful with any service that promises hundreds of new listings. More listings don't fix a wrong one, and each extra listing is another place an old phone number can survive. What helps most is correcting the few listings customers and assistants actually open, and keeping them accurate.

See it on your own website

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Source: Merchant Context: the current website offer · checked 2026-10-14.

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