Entity SEO: Why Your Business Facts Must Match Everywhere

Entity SEO is the work of making Google and AI assistants recognise your business as one specific, clearly defined thing, with facts they can trust. They build that picture by comparing what your website, profiles, directories and other sites say about you. When the facts match, the picture is sharp. When they conflict, machines may show old details, mix you up with someone else, or leave you out.

What is an entity in SEO?

An entity is a distinct, identifiable thing: a business, a person, a place, a product, a brand. Search engines no longer just match words on pages. They try to work out which real-world thing a page is about and connect it to everything else they know about that thing.

Google's knowledge panels are the visible result. Google's own help pages say knowledge panels are generated automatically from many sources across the web, and are updated automatically as information changes on the web. Its Organization structured data documentation says markup helps Google understand a business's administrative details and tell it apart from other organisations.

So when someone searches "Kofi Autos Kumasi" or asks ChatGPT "Who fixes Toyota gearboxes in Kumasi?", the answer depends on whether machines are confident Kofi Autos is one business, at one address, offering that service.

Why do inconsistent facts confuse Google and AI assistants?

Inconsistent facts force machines to guess, and they sometimes guess wrong. Every mismatch between your sources, a different phone number, an old address, a slightly different name, is a reason for lower confidence that they all describe the same business.

Consider a common Ghanaian pattern. A salon starts in Adum, moves to Ahodwo, and changes its number when the manager leaves. The website shows the new address. The Facebook page still shows Adum. A directory lists the old number. The Google Business Profile uses the name "Ama's Beauty Palace & Spa Kumasi Best Salon". Now there are four versions of one business.

Here's what that does:

• Google may hesitate to connect all those mentions, which weakens the prominence signals that local rankings depend on. Google says local results are based mainly on relevance, distance and prominence.
• AI assistants answer from what their search tools retrieve. If two sources disagree, an assistant can repeat the wrong one, blend them, or hedge and recommend someone clearer. See where AI assistants get their information.
• Customers call the dead number, go to the old shop, and leave a one-star review about it.

Consistency doesn't guarantee a recommendation. It removes a reason not to give one.

Step 1: Write one entity statement

An entity statement is one or two sentences that say exactly what your business is, where it is, since when, run by whom and for whom. Write it once, then reuse it word for word on your about page, social bios, directory listings, press kit and anywhere else that asks "describe your business".

A reliable formula:

1. Name
2. What you are, in category words people search for
3. Where you're based
4. When you were founded and by whom
5. Who you serve

MediaWura's about page opens with: "MediaWura is a sales and marketing agency in Accra, Ghana, founded in 2025 by Nana Asiamah and part of Wura Group. We help businesses turning over GH₵ 20,000 or more a month get more customers." A longer version is reused word for word in its structured data and its llms.txt file, and every shorter description on the site says the same things in fewer words.

Notice what it avoids: no "leading", no "innovative", no "solutions". Every word is a checkable fact. That's what makes it easy for a machine to store and repeat.

Step 2: Build a company facts sheet

A facts sheet is the single source of truth for every detail about your business. Agree it internally before you touch any profile.

Then publish it. MediaWura's about page has a "Company facts" table for exactly this reason: it gives search engines and AI assistants one clear place to check.

Step 3: Fix your name, address and phone everywhere

Your name, address and phone number (often called NAP) should be identical on every page and profile that mentions your business. Go through this list and correct anything that doesn't match your facts sheet:

• Your website footer, contact page and about page
• Google Business Profile
• Bing Places, and Apple Business Connect where it's available to you
• Facebook, Instagram, LinkedIn, TikTok and X profiles
• Your WhatsApp Business profile
• Business directories and industry associations
• Marketplaces and delivery apps you sell through
• Old press releases and partner websites you can ask to update

Google Business Profile guidelines say your name should reflect your real-world name as used consistently on your storefront, website and stationery, that your address should be precise and accurate, and that your phone number should connect to your business and be under its direct control. That rules out keyword-stuffed names and staff members' personal lines.

If you've rebranded or moved, hunt down the old versions too. Search your old name and old number in quotes and fix or request updates for every result you can.

Step 4: Connect your profiles with sameAs

The sameAs property in your structured data tells machines that a list of profiles all belong to the business described on your website. Add it to your Organization or LocalBusiness markup and list the full URLs of your official profiles: Facebook, Instagram, LinkedIn, YouTube, your Google Business Profile, and a Wikidata item if you have a legitimate one.

Make the connection two-way. Link from your website to each profile, and put your website URL in each profile's bio or website field. Our guide to schema markup for small businesses explains the rest of the properties, including name, address, telephone, logo and foundingDate.

Step 5: Treat your Google Business Profile as your main entity record

For any business customers visit or call, the Google Business Profile is the entity record most people see. Google's guide to its generative AI features says Business Profiles and Merchant Center can help your products and services be visible in both AI responses and other Google Search results.

Complete every field, choose the most specific category, add real photos, keep hours current and reply to reviews. Make sure there is only one profile per location: duplicate listings split your reviews and send mixed signals. See how to set up Google My Business and local SEO in Ghana.

If Google already shows a knowledge panel for your business or for you as founder, Google's help pages explain how an official representative can claim it through "Get verified on Google" and suggest changes. Anyone can also send feedback through the link on the panel.

Should your business have a Wikidata entry?

Only if your business genuinely qualifies, and many small businesses don't yet. Wikidata is the free, structured knowledge base run by the Wikimedia Foundation, and its data is reused widely across the web.

Wikidata's notability policy accepts an item if it has a Wikipedia (or other Wikimedia) page, if it can be described using "serious and publicly available references", or if it fills a structural need for other items. In practice, a business needs independent coverage, such as articles in established newspapers or industry publications, before an item is likely to survive.

If you do qualify:

• Keep the item neutral and factual: official name, instance of (for example "business"), country, headquarters location, founding date, founder, official website.
• Cite an independent, public source for each statement, not only your own website.
• Add the Wikidata item URL to your sameAs list.
• Don't create items for your products, your staff and yourself just to fill space.

If you don't qualify, don't force it. Items without serious references get deleted, and a deleted item helps nobody. Spend the effort on earning the coverage first. Never write or edit a Wikipedia article about your own business: Wikipedia's conflict of interest guideline strongly discourages it.

Step 6: Get other sites to say the same thing

What independent sources say about you carries weight because you don't control it. Press coverage, association member lists, supplier pages, event listings and "best of" articles all describe your business, and each one should use the same facts.

When you're featured anywhere, send the journalist or editor your entity statement and facts sheet. It saves them time and keeps your details consistent. See why AI recommends brands from "best of" lists.

Step 7: Check what Google and AI assistants say about you

Test your entity every month. Search your business name on Google and look at the knowledge panel or Business Profile. Then ask ChatGPT, Gemini, Claude, Perplexity and Copilot direct questions such as "What is [business name]?", "Where is [business name] located?" and "Who founded [business name]?"

Record every wrong fact. Then trace it: an old address in an AI answer often comes from an old listing, article or profile somewhere on the web. Fix the source, not just your own site. Our guide to measuring your visibility in ChatGPT, Gemini and Perplexity gives a simple monthly routine.

Common questions

What does NAP stand for?

Name, address and phone number. They're the core facts that identify a local business, and they should be written identically everywhere.

Does a small difference like "Ltd" or "&" really matter?

Pick one version and use it everywhere. Small variations are usually understood, but there's no benefit in making machines reconcile them, and several small differences add up.

How long does it take for Google and AI assistants to pick up corrected facts?

It varies. Your own site and profiles can update within days of recrawling, but old copies on third-party sites and in AI training data can linger for months, which is why fixing the sources matters.

Do I need a knowledge panel to do entity SEO?

No. Many small businesses don't have one. Consistent facts, a complete Google Business Profile and clear structured data help whether or not a panel appears.

Is entity SEO the same as local SEO?

They overlap. Local SEO is about ranking in map and local results. Entity SEO is the broader job of making every machine, including AI assistants, understand exactly who you are.

If you'd like us to audit your business facts across the web and fix what AI assistants get wrong, see our AI search optimisation service or book a free strategy call.