IMG 0116:9Clients almost always arrive with the same assumption: that a Knowledge Panel is something you request and manage, the way a shop owner manages a Google Business Profile. For a business with a physical location, that is partly true. For a person — and for a company without a local presence — it is not: there is no owner in the usual sense, only notability in independent sources and a careful feedback loop. Understanding that difference is half the work. Below is how the panel is built, where it pulls its facts from, why it stays empty or confuses you with someone else, and what you can lawfully do about it.
What a Knowledge Panel is
A Google Knowledge Panel is the information box that appears in the right-hand column on desktop, and near the top on mobile, when Google is confident that a search is about a well-known person, company, brand or place: a name, a photo or logo, a short description, a handful of key facts and links. No owner builds it by hand — an algorithm assembles it from independent, authoritative sources. It is not an ad and it is not a dashboard card. It is how Google's own systems picture the entity behind your name.
The panel is often confused with a knowledge card — the short box answering a one-off question such as "when was the company founded". A card answers a question; a panel is the consolidated profile of the entity itself. A third look-alike is the local Google Business Profile card for a business with an address: it resembles a panel but is managed separately. For reputation work, the target is the panel, not the card.
IMG 0216:9Where the facts come from: the Knowledge Graph and Wikidata
A panel appears only when Google is sure that a query maps to a specific, recognisable entity in its Knowledge Graph — the store of objects (people, companies, places, works) and the relationships between them. The structural backbone of a panel is often, though not always, an entry in Wikidata: the open structured-data project linked to Wikipedia but maintained separately from it.
Two things worth separating here, because clients almost always merge them: a Knowledge Panel is not a Wikipedia article. The absence of an article does not mean the absence of a panel, and deleting an article does not necessarily remove the panel if the Wikidata entry and notability in other sources survive. How article deletion actually works, and why it is a separate task, we covered in removing a Wikipedia article. Every entity in the graph also carries an internal identifier — a KGMID (Knowledge Graph Machine ID) in the form /g/11… or /m/0… — to which the panel is tied. A KGMID means Google already treats you as a distinct entity; its absence means the entity isn't in the graph yet, and the task is to build notability, not to edit a record.
The same graph that feeds the panel also partly feeds Google's generative answers, so what the panel says and what an AI summary says can drift apart even when they share a source. We went into how those answers are assembled in how AI models build an answer about a person.
IMG 034:3IMG 044:3Why a person has no "claim" button
A person's panel appears when Google's systems decide the individual is a distinct, recognisable entity: a role, a profession or a public position confirmed by a steady set of independent, authoritative mentions beyond the person's own channels or their company's. Press releases, social posts and a corporate site barely count — Google looks for third-party coverage: business media, trade press, official registers, encyclopaedic sources. If notability is thin, there will be no panel, and no form will change that.
For a narrow group of public figures whose panel Google already recognises, a "Claim this knowledge panel" option is available — a verification that unlocks limited editing of some fields. Its availability depends on country, category and Google's own judgment, and it does not create a panel from scratch. For most people the only correction channel is the feedback link at the bottom of the panel itself, where you can flag a specific factual error; Google reviews the request quietly, with no public status and no guaranteed timeline.
The company track: Business Profile and structured data
For a company, the data behind a panel is drawn from a wider — and partly self-managed — set of sources. If the business has a physical presence, Google Business Profile, a sibling product to the panel, is verified directly: by postcard, call, email or video, depending on category and region. This is one of the few cases where a company genuinely manages part of its own data rather than only sending feedback.
The second manageable layer is structured data on the official site: correct Organization markup to the schema.org standard, sameAs attributes to verified social and industry profiles, and current details about leadership and logo. Google cross-checks this against external sources rather than taking it on trust, but consistent markup lowers the risk of an outdated or wrong logo being pulled into the panel. The third layer is the same Knowledge Graph a person relies on. For companies without a local point — holding companies, international structures — Business Profile is often not applicable, and the main levers become structured data and systematic work with independent sources, the same discipline we describe in personal reputation management and carry over to a corporate brand.
Why a panel is empty or wrong
Almost every enquiry comes down to one of three causes, and each has its own tool — they are not interchangeable.
- Not enough notability. Google doesn't find enough independent, authoritative mentions to recognise you as a distinct, stable entity. There is no panel at all — and no form will create one until an objective base of third-party coverage exists.
- Merged entities. The algorithm confuses a person with a namesake, or a company with a similar brand or a former legal entity: a stranger's photo, biography or logo ends up in the panel. The cause is insufficiently separated data in Wikidata and on the linked sources.
- A panel exists but isn't verified. The data is stale, the photo or job title is wrong — because the panel was never updated and nobody submitted feedback. This is technically the quickest of the three to resolve.
Diagnosis starts simply: type the exact name in quotation marks and see whether a panel appears and what it holds. Then check the linked Wikidata entry — the error often lives there, not in the panel itself. If you want a structured starting point, we set one out in how to check your online reputation.
IMG 0516:9How to claim and verify a panel
Where a "Claim this knowledge panel" option is offered, verification goes through a Google account: you open the panel, follow the claim prompt, and confirm you represent it — usually by signing in with a linked, verified presence such as an official site or an authenticated social profile. Once Google approves, a limited set of fields opens for suggested edits: the featured image, a short tagline, official social links. Verification doesn't hand you free rein; it gives a more direct channel for suggestions Google still reviews.
Two things to keep in mind. First, claiming is available only for a panel Google already shows — it never conjures one into being. Second, a verified claim does not override the underlying sources: if Wikidata or an authoritative site says one thing and your suggested edit says another, the source usually wins. That is why claiming is a step within the wider work, not a substitute for it.
IMG 064:3IMG 074:3How to request corrections
"Managing" a panel is not editing a dashboard card; it is three channels of influence with different reach, and it pays to work them in order rather than firing edits at every form at once.
- Fix the primary sources. The most durable lever is to put in order the places Google pulls from: the Wikidata entry, the site's structured markup (schema.org
OrganizationorPerson,sameAsattributes), and consistent data across external sources. An edit through the feedback form, with no fix to the source, is often rolled back. - Use the panel's feedback link. For most people and companies this is the main channel. The request must be specific and factual: not "the data is wrong", but "the title shown is X, the correct one is Y", with a link to a confirming source.
- Verify where you can. Google Business Profile for a business with an address, or "Claim this knowledge panel" for a notable person — where available, these give a more direct route for edits.
If you suspect a merge with a namesake, don't try to "delete" the stranger's data directly — systematically strengthen the separation of entities across authoritative sources. And remember that the graph behind the panel also feeds generative answers, so the fix should hold in both places. What AI answers above the results change for reputation we covered in AI answers take over the first page.
IMG 0821:9Can a Knowledge Panel be removed
You can't simply "delete" your own panel on request: it reflects what Google already treats as a publicly significant entity, and it goes away not by a button but by a change in the underlying data. Through the feedback link you can push for the correction of wrong or outdated facts, and in some cases for the removal of sensitive data that falls under Google's policies or a right-to-be-forgotten request. Removing a correct but unwanted panel by preference is usually not possible — here the mechanism is not deletion but management of the composition and accuracy of the entity's data.
Common myths about Knowledge Panels
A set of durable myths has grown up around the panel, and they lead to wasted money and wrong expectations. Here are the most common.
- "A panel can be bought or ordered quickly." No: the algorithm shows a panel only when the entity is notable enough in independent sources. You can speed up building that notability, but you can't switch a panel on with a payment.
- "No Wikipedia article means no panel." The article is just one possible source. A panel can exist without one, if notability is confirmed by other authoritative sources.
- "Delete the article and the panel disappears." Not necessarily: the panel also leans on Wikidata and other mentions, so it can survive an article's deletion.
- "Submit the form and everything changes at once." The feedback link works with no public status and no guaranteed timeline, and an edit that doesn't fix the source is often rolled back.
- "The panel is an ad I control." No — it is an automatically assembled profile of the entity; direct control exists only in narrow cases: Google Business Profile for a business with an address, and "Claim" for some public figures.
The common denominator is the same: people treat the panel as a dashboard card, when it is a by-product of data about the entity. So the work is done not with a "card" but with the sources — the same data from which AI models assemble an answer about you.
Frequently asked questions
How do I get a personal Knowledge Panel if companies have a "claim" button and I don't?
A person's panel isn't created on request — it appears automatically when Google recognises the individual as a notable enough entity on the strength of independent, authoritative mentions. There is no direct way to "request" one into existence; the work is systematically building confirmable notability.
Is a Wikipedia article required for a panel to appear?
No. The panel leans on a wider entity graph in which Wikipedia and Wikidata are just one source. It can exist without an article and survive its deletion, provided notability in other authoritative sources is sufficient.
What should I do if the panel has "merged" with a namesake or another brand?
This isn't a fault in your panel but a result of insufficiently separated data in the sources — most often Wikidata and shared open databases. There's no one-click way to "unlink" them; the fix is to systematically strengthen unambiguous, separated data about each entity.
What is a KGMID and how do I find it?
A KGMID is the entity's internal Knowledge Graph identifier, in the form /g/11… or /m/0…, to which the panel is tied. You can find it in the URL parameters of related queries or via the external identifiers in Wikidata. Its presence means Google already treats you as a distinct entity.
What to do next
Before fixing anything, separate two tasks: getting a panel that has never existed, and correcting an existing but wrong one. The first is solved not by a form but by systematic work on notability — confirmable mentions in independent sources and consistent structured data. The second is faster if you work in order: check whether a panel exists, find the error's source in Wikidata, fix the site's markup, then submit a precise correction.
Estena supports both tasks — building notability for a person with no panel, and correcting an existing company panel — as part of systematic work on the digital profile, not a one-off edit to a single card. Google publishes no review status and gives no timelines, so what delivers a result is method, not a single letter.
