A Google knowledge panel is the box of facts Google shows when it recognizes a search as being about one specific person, company, place or thing. You can’t apply for one or buy one. To get a Google knowledge panel for yourself, Google first has to know you as an entity in its Knowledge Graph. Google tends to recognize a person once several sources, some outside your control, describe them the same way. It publishes no rule for when that happens.
Most guides on this topic are written for brands, and many are written to sell a panel service. This one is for people: executives, founders, consultants, academics and specialists who want Google to recognize them correctly.
What is a Google knowledge panel?
A knowledge panel is a summary box in Google’s results. On a computer it usually sits to the right of the results. On a phone it appears near the top. For a person it can show a name, a short description, a photo, a job title or main occupation, a birth date, links to official profiles, and a short passage from a source such as Wikipedia.
- Name and short description. Google takes these from its Knowledge Graph record for the person.
- Photos and media. A strip of images, videos and web results about the person. Google picks the featured image unless a verified person has chosen one. Other images come from Google Images results.
- About. A short passage, usually from Wikipedia, with the source linked after it.
- Facts such as birth date, education and books. Google doesn't list a source for each one, though they often match Wikidata and Wikipedia.
- Feedback. A link under the facts. Anyone, verified or not, can use it to report something wrong in the panel.
- Profiles. Social and website links Google has connected to the person.
- People also search for. Other people and things Google relates to the person.
The panel is only the visible part. Behind it is the Knowledge Graph, Google’s database of entities and the facts that connect them. An entity is anything Google can tell apart from everything else: a person, a company, a book, a city. Google gives each entity in its Knowledge Graph a machine ID, often called a KGMID (Knowledge Graph machine ID). It starts with /m/ or /g/, followed by a short string of letters and numbers. IDs starting with /m/ come from Freebase, an open database Google ran after buying its maker, Metaweb, in 2010, and closed in 2016. New entities get /g/ IDs.
Three things get confused here, and it helps to keep them apart:
| Knowledge Graph record | Knowledge panel | Google Business Profile | |
|---|---|---|---|
| What it is | Google’s entry for you in its entity database | The box of facts Google shows in search for some entities | A listing a business claims or creates, and manages, for its location |
| Who creates it | Google, automatically | Google, automatically | The business owner, who creates or claims it |
| Can you see it? | Partly, through tools that query Google’s Knowledge Graph Search API, or by searching its ID | Yes, when you search for the entity | Yes, in Search and Maps |
| Can you edit it? | No | You can suggest changes once you claim it | Yes, directly |
| Who it’s for | Any entity Google recognizes | People, organizations, places, works and more | Shops, offices, clinics and other businesses people visit or call |
A Business Profile will not give you a personal panel. If you run a practice or a shop, it can describe the business. It does not tell Google who you are as a person.
Who gets a knowledge panel?
Google doesn’t publish a threshold. Panels tend to appear when Google is confident it knows which entity a search is about, and when it has enough reliable facts to show. Fame helps because famous people are well documented, but it isn’t the rule. Many authors, academics, executives, founders, artists and athletes who are not household names have a panel, because independent sources describe them clearly and consistently.
Many more people have a record in the Knowledge Graph and no visible panel. A panel can also appear for one search and not another, for example for your full name plus your company but not your name alone, and it can differ by country and language. If you share your name with someone better known, Google may show their panel for your name. Many professionals run into this, and the steps below are mostly about making you distinguishable. Founders see a version of this often: Google knows the company well, and the founder only as a name mentioned on the company’s pages.
How can you check whether Google knows you?
Start with a search for your name, then your name with your company, and your name with your title. Use a private or signed-out browser window so your own history doesn’t affect the results. Note whether a panel appears, whose it is, and what it says.
Then check the Knowledge Graph itself. Our free Google Knowledge Graph checker looks up your name in Google’s public Knowledge Graph data, through Google Cloud’s Enterprise Knowledge Graph API, and lists the person records it returns, each with its KGMID, description, photo and any linked Wikipedia article. Open a record and it checks five things: that the record exists, has a description, has an official website, has a photo, and has no empty records under the same name that could be duplicates. It also lists close matches, such as longer forms of the name or records Google files as something other than a person. It can’t see your panel, so the search above is still how you see that.
Three things to know when you read the results:
- The public data is a partial view. Google says its Knowledge Graph search returns only individual matching entities, not the full graph, and the checker looks at a limited number of matches. If it finds no record, that doesn’t prove Google knows nothing about you.
- A match score is relevance, not authority. Tools built on Google’s older Knowledge Graph Search API show a number for each result. Some call it a confidence score, but Google’s documentation describes it only as how well a record matched the request, which here is the name you typed. A high number doesn’t mean Google trusts the record, and Google doesn’t publish how confident it is about an entity. Our checker shows records in Google’s order instead.
- The data shows less than the panel. It returns a name, type, description, a Wikipedia summary, a URL and sometimes an image. It doesn’t return birth dates, social profiles or most of what a panel can display, so a missing field in the checker doesn’t mean Google lacks it.
Questions to answer
- Is there a panel or a Knowledge Graph record that is you? Note its KGMID.
- Are there two or more records that could be you? Duplicates split what Google knows.
- Is the description accurate and current?
- Is there a Wikidata item about you? Does it list your KGMID under “Google Knowledge Graph ID” (property P2671)?
- Does one page on a site you control state who you are? Does it carry Person markup?
A worked example
Say you’re a head of product at a mid-size software company, with a common first and last name. A search for your name shows a panel for a novelist with the same name. The checker finds the novelist’s record, and no record for you.
Your sources explain why. LinkedIn says “Head of Product”. Your company’s team page says “VP Product” and uses a shortened first name. A conference page from three years ago lists your previous employer. You have no personal site, so nothing on the web states your facts in one place. Google sees three slightly different people, none described well enough to be sure of, and a novelist who is described very clearly.
What you need is the work in the next section. It can’t guarantee a panel, but it gives Google, and the AI systems that read the same pages, one consistent person to recognize.
If Google has no record of you yet
Many professionals aren’t in the Knowledge Graph, and that’s normal. These are the steps that help Google recognize you. Start with the first two; the rest build on them.
Pick one form of your name
Choose the version of your name you want to be known by, and use it the same way everywhere: your site, LinkedIn, company bio, speaker pages, bylines and author profiles. If you use a middle initial, use it everywhere. If people know you by a shortened first name, decide whether that is your name or an alternate one. Google matches pages to a person partly by name, and every variation is a small doubt about whether two pages describe the same person.
If you have published under another name, such as a maiden name, keep it, and list it as an alternate name on your own page so the two can be connected.
Make one page the source about you
Pick one page on a site you control and make it the clearest statement of who you are. SEO people call this your entity home: the page you treat as the main source about you. A page on your personal site is best, because you control it and it’s about you alone. A bio page on your company’s site can work if you are likely to stay.
The page should state, in plain sentences, your full name, what you do, your current role and employer, your field, where you are based if that matters, and the main things you are known for. Use a clear photo of yourself.
Add Person markup to the page. This is structured data, usually written as JSON-LD, that describes you in a form machines read directly: your name, URL, photo, job title, employer and description. The most useful part is sameAs, a list of links to your other official profiles, such as LinkedIn, X, your author page or Google Scholar. Google doesn’t document how it uses this for people, but sameAs is the standard way to state that those profiles describe the same person as this page.
Make your profiles agree and link back
Go through every profile and bio you can edit, and make them give the same name, role, employer, dates and description of your work. LinkedIn, your company’s team page, speaker and conference pages, podcast guest pages, author pages, association listings and business databases such as Crunchbase all count. Where you can, link each one back to your entity home.
The links matter in both directions. Your entity home lists your profiles in sameAs, and your profiles link to your entity home. That loop helps a system see that these pages belong together. For pages you can’t edit, such as an old conference bio, ask the organizer to update it. Outdated bios often explain why Google and AI systems describe people as they were years ago.
Earn independent coverage
Your own pages state your facts. Google also needs sources you don’t control to confirm them: independent sources that describe you and agree with what your own pages say. Interviews, articles about your work, conference programs, published research, books, patents, awards, podcast episodes and news coverage of companies you led all corroborate you, as long as they name you and describe you consistently.
Press releases and pages you wrote yourself count for much less, because they aren’t independent. Paid placements made to look like editorial coverage do harm: they mislead readers, and once they’re spotted they cast doubt on your genuine coverage. There is no published number of articles that triggers a panel. What helps is coverage that describes what you actually do, from sources people in your field trust.
Skip anyone selling a guaranteed panel
Anyone who guarantees you a panel, or a date for one, is promising something they don’t control. Some sell work you could do yourself, some create Wikipedia or Wikidata entries that get deleted, and some place paid articles that can harm your reputation once they are spotted.
Where do the facts in a knowledge panel come from?
Google says panel information comes from various sources across the web, from data partners that supply authoritative data on topics such as movies or music, and from changes suggested by people and organizations that have verified who they are. For people, it’s useful to know where each kind of fact tends to come from, while remembering that Google doesn’t list the source for each field.
Description and About. The one-line description under the name comes from Google’s record. The longer About passage usually comes from Wikipedia, linked after it. Without a Wikipedia article, it may come from another source Google trusts, or be left out.
Birth date or birth year. Google doesn’t say where it takes a birth date from. In practice it often matches Wikipedia or Wikidata. If one appears and you’re in neither, it came from another source. You don’t have to publish yours.
Photo. Google says a featured image is one that a verified person chose from images on the web, and that other images come from Google Images results for the person. If a panel already shows an image, a verified person can suggest a different one. Google won’t add an image by request to a panel that has none. A clear photo of you on your entity home and your main profiles makes a wrong photo less likely.
Social and website links. These come from Google’s understanding of which profiles belong to you. Consistent profiles that link to your entity home, and sameAs in your Person markup, help Google connect them. Once you have claimed the panel, you can suggest the ones that are missing.
Occupation, employer and other facts. These tend to come from structured sources such as Wikidata, from your own pages, and from what independent sources say consistently.
Do you need Wikipedia or Wikidata?
No, though both help. Many people have a panel without a Wikipedia article. Still, a Wikipedia article and a Wikidata item make it much easier for Google to recognize you, because both are structured, well cited and widely used. They also come with rules, and breaking them backfires.
Wikipedia has a notability guideline for people: there should be significant coverage of you in multiple reliable, published secondary sources that are independent of you. Its conflict-of-interest guideline strongly discourages editing an article about yourself directly, and Wikimedia’s terms of use require anyone paid to edit to disclose who is paying them. Articles written by undisclosed paid editors are often deleted, and the deletion discussions stay public, which can be worse than having no article. If an existing article about you is wrong, post an edit request on its talk page using the {{Edit COI}} template, say who you are, and cite a reliable source. Other editors decide whether to make the change.
Wikidata is a structured database of facts, run by the same foundation, and Google is one of many systems that read it. Its notability policy is broader than Wikipedia’s, but an item still has to describe a clearly identifiable entity that serious, publicly available sources can support. Wikidata’s guidance says not to create an item about yourself unless you are sure it meets that policy. It does allow you to edit an item about yourself. If you do, say it’s you and cite independent sources. Your own site can support simple facts such as your current role, but an item backed only by your own site is likely to be challenged. Don’t create an item just to get a panel, and declare any paid editing.
A photo on Wikidata has to be on Wikimedia Commons under a free license, and only the copyright holder can grant one. For a portrait, that is usually the photographer, not you, so ask them before anyone uploads it.
How do you claim a knowledge panel once it exists?
You can claim a panel only after Google shows one for you. Google calls this getting verified on Google. Claiming is free, and it’s done through Google, not through a vendor. Google’s help page, Get verified on Google, describes the process. In outline:
- Sign in to a Google Account, or create one.
- Search for your name and find your knowledge panel.
- Select “Claim this knowledge panel”. It is usually at the bottom of the panel or in its About section. On a phone it may be in the panel’s menu.
- Review the information, then verify that you are the person by signing in to one of the official profiles connected to you: YouTube, Search Console, X (Twitter) or Facebook. If Google can’t verify you that way, it asks for more information.
Not every panel can be claimed yet, so the option may appear later. Once verified, you can suggest changes to facts, suggest a different featured image if the panel shows one, and add other people to help manage the panel. Suggestions are reviewed by Google, and they aren’t always accepted, so include links to sources that support each change.
Claiming a panel gives you a way to suggest edits. It doesn’t give you control, and it doesn’t stop Google from changing what the panel shows when its sources change. Google’s overview of knowledge panels explains how they are created and updated.
How long does it take to get a knowledge panel?
Google publishes no timeline, and anyone who gives you a date is guessing. Vendor estimates range from a few weeks to more than a year.
A few things do affect it. Google has to revisit the pages you changed, so updates to your own site and profiles are seen first. Independent coverage takes longer, because it depends on other people choosing to write about you. A common name that someone else already owns in search usually takes longer, because Google has to be confident it is looking at a different person. Check the Knowledge Graph again every month or two, rather than every day.
What does a knowledge panel have to do with AI answers?
A knowledge panel is one visible result of Google understanding you as an entity. Google said when it launched AI Mode in 2025 that it can draw on sources like the Knowledge Graph, and both AI Mode and AI Overviews are part of Google Search, so the same understanding shapes what they say when someone asks about you.
Gemini, Google’s assistant, can draw on Google Search too. Other assistants, such as ChatGPT, Perplexity and Claude, use web search, often built on other companies’ search engines, and what they learned in training. They still read many of the same sources: your site, LinkedIn, Wikipedia and Wikidata, news coverage, conference pages and business databases. When those sources agree on who you are, Google and AI systems are both more likely to describe you correctly. When they conflict, or when someone with your name is better documented, both are more likely to blend you with someone else.
So the work in this guide pays off even if no panel appears. Our guide to personal reputation management explains what AI reads about a person and how to check what it says about you.
How can enteetee help?
No one controls what Google or an AI system says. We work on what they read about you, and we make sure that is accurate, consistent and yours. We find the sources Google and AI are most likely to draw on when they answer about you, optimize them, and create the ones that are missing. For entity work, that can mean writing and building your entity home with its Person markup, aligning your biographies and profiles, asking the owners of outdated pages to update them, and creating expert content where the record is thin.
See what the service includes, or tell us about your work and what people find when they search for you today.
Frequently asked questions
Can I pay Google for a knowledge panel?
No. Google creates knowledge panels automatically and doesn't sell them or take requests for them. Claiming a panel that already exists is free. Be wary of anyone who guarantees you a panel or a date for one: they are promising something only Google decides.
Can I get a knowledge panel without a Wikipedia page?
Yes, though Wikipedia and Wikidata help. Many people have a knowledge panel without a Wikipedia article. What Google needs is to be confident about who you are: one consistent form of your name, a page you control that states your facts, profiles that agree with it, and independent sources that describe you the same way.
How long does it take to get a knowledge panel?
Google publishes no timeline, and vendor estimates vary from weeks to more than a year. Changes to your own site and profiles are seen once Google revisits them. Independent coverage takes longer to earn, and a common name that someone else is known for usually takes longer still.
What is a KGMID?
A KGMID is the machine ID Google gives an entity in its Knowledge Graph. IDs starting with /m/ come from Freebase, the open database Google ran until 2016; new entities get /g/ IDs. Our free Google Knowledge Graph checker shows the KGMID of each record Google's public Knowledge Graph data returns for your name.
Is a knowledge panel the same as a Google Business Profile?
No. A Google Business Profile is a listing a business claims or creates, and manages, for its location. A knowledge panel is created by Google for an entity it recognizes, such as a person. A Business Profile can describe your practice or shop, but it won't give you a personal knowledge panel.
How do I change something wrong in my knowledge panel?
If you are the subject, claim the panel through Google and suggest the change, with links to sources that support it. Anyone can also use the Feedback link under the panel. Google reviews suggestions and doesn't accept all of them. If the wrong fact comes from a source such as an outdated bio, correct the source as well, or the error can return.
Does a knowledge panel change what AI says about me?
Not directly, but they share a cause. Google's AI Overviews and AI Mode are part of Google Search, and Google says AI Mode can draw on the Knowledge Graph. Gemini can use Google Search too. Other assistants such as ChatGPT and Perplexity read many of the same sources. Consistent, independent sources that help Google recognize you also help AI systems describe you correctly.
Why did my knowledge panel disappear?
Google doesn't explain individual cases, and panels change as its sources change. A panel can disappear when Google becomes less sure which person a search is about, for example after conflicting sources appear or someone with the same name becomes better known. Check that your own page and profiles still agree, and search your name with your company to see whether it still shows there.
Can enteetee get me a knowledge panel?
No one can promise a knowledge panel. We work on the sources Google and AI systems read about you: your entity home and its markup, your biographies and profiles, outdated pages, and expert content where the record is thin.