Search for a dentist and a box appears on the right with hours, a map, reviews and a phone number. Search for the dentist's name and, if they are well known, a different box appears with a photo, a subtitle and a short biography. Both sit in the same place on the page. People use "knowledge panel" for both, and much of the confusion about how to get one comes from mixing them up. One is a Google Business Profile, which you create. The other is a knowledge panel, which Google creates. Here is how to tell them apart, which one you actually need, and how the two should connect if you are a person whose name is also a business.
The two boxes
A Google Business Profile (it was called Google My Business until 2021) is a listing for a business that serves customers at a location or across a service area. You claim or create it at business.google.com, verify that you control the business, and fill it in: name, category, address or service area, hours, phone, website, photos, services. It carries reviews, a map pin, "Call" and "Directions" buttons, and it feeds Google Maps. You control almost every field directly, and changes appear within days.
A knowledge panel is Google's summary of an entity in its knowledge graph: a person, an organization, a place, a work. It is generated from sources across the web. Nobody creates one. The subject can claim it once it exists, and the claim unlocks suggestions for the photo, subtitle and links, plus a feedback channel. Everything else in it comes from pages Google trusts. What a knowledge panel is covers the mechanism in detail.
| Google Business Profile | Knowledge panel | |
|---|---|---|
| Who it is for | A business with a location or service area | A person, organization or thing Google is confident about |
| How it starts | You create or claim it | Google generates it from sources |
| Verification | Postcard, phone, email, video recording or live call | Sign in tied to a website, YouTube channel or profile the panel lists |
| What you control | Nearly every field, directly | Suggestions for photo, subtitle, links; feedback for the rest |
| Reviews, hours, map | Yes | No (unless Google merges a business entity into it) |
| Time to appear | Days after verification | Weeks to months, when Google is confident; sometimes never |
| Cost | Free | Free; Google does not sell them |
| Shows for | Searches for the business name and for "dentist near me" style queries | Searches for the entity's name |
| Can be guaranteed | Yes, you make it | No |
Which one you need
If customers come to you, or you go to them within an area, and the thing they search for is the business, you need a Business Profile. A dental practice, a law firm, a salon, a med spa, a plumber, a restaurant. It is the single highest value free listing in local search and it should be set up before anything else. It also has nothing to do with whether you, the owner, ever get a knowledge panel.
If what people search for is your name, because you are a founder, an author, a speaker, a consultant, an executive or an expert whose reputation travels with you, you want a knowledge panel, and you cannot set one up. You can only build the record Google will make it from. How to get a Google knowledge panel, the honest version is that process.
Many people need both, and that is where the mistakes start.
The mistake of using one as the other
The most common error is a person creating a Business Profile for themselves as a substitute for a knowledge panel, because the Business Profile is the one they can make. A consultant lists "Jane Doe Consulting" with a home address hidden as a service area, fills in a photo and a description, and now a search for "Jane Doe" shows a box with a map pin and "Open now". It looks like success. It is the wrong box.
Google's policies require a Business Profile to represent a real business that interacts with customers in person or in a service area, with a name that is the business name as it appears on signage and documents. A profile that is really a personal brand page tends to be suspended at some point, and a suspended profile is harder to restore than a new one. Even while it exists it does nothing for the knowledge graph: a Business Profile is a Maps listing, not evidence about a person, and it will not produce a knowledge panel or improve one. It may also confuse searchers who wanted the person and got a storefront.
The opposite error is rarer but real: a business owner who assumes the knowledge panel will appear on its own and never sets up the Business Profile. The practice then has no hours, no reviews and no map pin, and the "near me" searches go to the competitor who spent twenty minutes on it.
How the two connect when you are both
If you own or run the business and you are also the name people search for, the two boxes should point at each other through your hidden layer, and the facts should be split cleanly.
The business gets a Business Profile and a site of its own with Organization schema (or LocalBusiness, which is a type of Organization) carrying the business name, address, hours, phone and a founder property that points at your personal entity identifier. You get a record page on your own domain with a Person entry whose worksFor or founder relationship points at the business's identifier. The business site links to your record as the founder; your record links to the business as the thing you founded. Google can then hold two entities, connect them, and show the right box for the right search. The personal brand website that works for search sets out the person's side; the business side is the same pattern with an Organization instead of a Person.
Two things to avoid. Do not use the business site as the "website" on your personal profiles; your profiles should point at your own domain, or Google treats the business as the official channel for you and your panel, when it appears, will carry the business site and be hard to claim from a personal account. And do not put your personal facts (born, education, career history) on the business site; they belong on your record, and duplicating them splits the evidence between two pages.
A worked example
A dermatologist runs a med spa. The spa has a Business Profile: category, address, hours, reviews, photos of the clinic, booking link. The spa's site has LocalBusiness schema with the same details and a founder property pointing at the doctor's personal identifier. The doctor has a record page on her own domain, or a dedicated page on the practice domain with a stable identifier, stating where she trained, her board certification, her publications and her appearances, with a Person entry whose worksFor points at the spa. Her LinkedIn, her hospital affiliation page and her society memberships all give the same name form and point at her record.
A search for the spa's name shows the Business Profile with the map and reviews. A search for "best med spa in" the town shows it among the local results. A search for the doctor's name shows, in time, a knowledge panel with her photo, her specialty and her education, because the record states them and the sources agree. Nothing in the Business Profile produced that panel; the record did. And nothing in the record is needed for the Business Profile; the verification postcard did that.
Quick answers
Can a Business Profile become a knowledge panel? No. They are different objects. Google sometimes merges a business entity with its Business Profile so that a search for the business shows one combined box, but that is the business's panel, not the owner's.
Does a Business Profile help me get a personal panel? Only indirectly, as one more page that states your name and role consistently. It is not a strong signal.
I am a consultant with no office. Which do I want? A knowledge panel, built from a record on your own domain and the evidence around it. Do not create a Business Profile for yourself unless you really do serve clients in person in a defined area and the business has a name of its own.
I am a shop and nobody searches my name. Which do I want? A Business Profile, today, and probably nothing else.
Both apply and I have limited time. Which first? The Business Profile, because it takes twenty minutes and shows within days. Then the record, because it takes months to pay off and starts the clock.