Last updated 5 Nov 2026 · reviewed by the Essentras editorial team

Essentras Research · Google Knowledge Panel

How to Get a Google Knowledge Panel: Build It, Claim It, Fix It

A Google Knowledge Panel is the box Google shows for a person, company or thing in its Knowledge Graph. You cannot apply or pay for one: Google creates it automatically when enough information exists on the open web. Make your facts match across your site, profiles and independent sources, then claim it free with 'Claim this knowledge panel'.

Google Help re-read 4 Nov 2026Every claim labelled by evidenceFree readiness check, no sign-up

Your situation What it is How Google decides Readiness check Person vs business Build plan Claim Edit Fix Templates Timeline Cost Red flags FAQ Sources

The short answer: how do you get a panel?

1Search your exact name in a private window to see what Google already shows.
2Publish a page that is clearly and only about you (your Entity Home) and add Person or Organization structured data to it.
3Make your name, title and description identical on every profile, and link each profile to that page.
4Earn independent sources that restate those facts: coverage mainly about you, registries, and Wikidata if you qualify.
5Give Google time to connect them. Google publishes no timeline; our working estimate is 4 to 10 weeks when some legitimate coverage already exists, longer from zero.
6When the panel appears, click 'Claim this knowledge panel' and sign in to YouTube, Search Console, X or Facebook. Claiming is free.

Nobody can guarantee the panel itself: Google's stated policy is not to create or delete knowledge panels manually. Google-documented[3]

Find your situation Run the free readiness check See prices and timelines

How to read the evidence labels

Advice about Knowledge Panels mixes documentation, anecdotes and sales talk. Every claim on this page carries 1 of 4 labels, plus a numbered link to its source.

Google-documented: Stated in Google Knowledge Panel Help, Google Legal Help or Google Search Central, read again on 4 Nov 2026.
Wikimedia rule: Stated in a Wikipedia or Wikidata policy or guideline, or the Wikimedia Terms of Use.
Observed: Measured or reported by a named, dated source: a test, survey, case or published price, ours included. Not confirmed by Google.
Opinion: A judgment, estimate or rule of thumb from a practitioner or vendor, ours included. Useful, but not evidence.

Key facts

Google pages re-read on 4 Nov 2026. Numbered links go to the dated sources at the end of the page.

What it is: An information box Google shows for entities in its Knowledge Graph, generated automatically from sources across the web. Google-documented[1]
Can you buy a panel from Google?: No. Google's current policy is not to manually create or delete knowledge panels, and there is no application form. Google-documented[3][4]
Knowledge Graph size: More than 500 million objects and 3.5 billion facts at launch on 16 May 2012. Google now describes billions of facts. Google-documented[8][4]
How you claim: Click 'Claim this knowledge panel', then sign in to YouTube, Search Console, X (Twitter on Google's page) or Facebook. Free. Not every panel is claimable yet. Google-documented[2]
Edit review time: Google reviews verified feedback within a few days, sometimes longer, and emails the result. Google-documented[3]
Screen share: Semrush estimated panels fill 10% to 50% of the desktop right-hand column for 10 big brands (mean 27.5%, our arithmetic), Mar 2026. Observed[13]
Time to a panel: Google publishes none. Our working estimate: 4 to 10 weeks when some legitimate coverage exists, longer from zero. Opinion[4][23]
Published vendor prices: $3,000 to $18,000 (Kalicube, Aug 2024); $3,000 to $15,000+ per agency project (InstantPress, Apr 2026). Observed[18][21]
Essentras prices: Individual $650, Business $1,200, both $1,395 (list $1,850). Pay today. If we take you on and your panel does not go live, you get every dollar back. Observed[23]
Someone else manages it: Google emails the current owners and waits 3 business days. With no reply, the panel becomes claimable again. Google-documented[2]
Mixed up with a namesake: Google's Help says to contact its Knowledge Panel support when a panel mixes you with someone of the same or a similar name. Google-documented[2]

Decision table

Where are you now? 10 situations, Google's route and the timing Google publishes

Most guides only cover "no panel yet". Find your row: the route column names the button or form on Google's side, and the timing column quotes only what Google states, read on 4 Nov 2026. Where Google states nothing, the row says so.

Where are you now? 10 situations, Google's route and the timing Google publishes
Situation	What you see	First move	Google's route	Timing Google publishes	Evidence
No panelGo to the steps	Nothing about you on the right for your exact name	Follow the build plan	None: panels are created automatically when enough information exists on the open web	None. Our estimate: 4 to 10 weeks with existing coverage, longer from zero	Google-documented[4][23]
A panel you have not claimedGo to the steps	A 'Claim this knowledge panel' link, under the panel or in its menu on mobile	Claim and verify it (free)	'Claim this knowledge panel', then sign in to YouTube, Search Console, X or Facebook	None stated for the claim review. Semrush reports a few days to a couple of weeks (Mar 2026)	Google-documented[2][13]
Wrong factsGo to the steps	An old title, wrong photo or wrong dates	Fix the source, then suggest edits with evidence links	'Suggest edits' at the top of the panel (verified), or 'Feedback' (anyone)	Verified feedback: within a few days, sometimes longer; result by email	Google-documented[3]
Mixed up with a namesakeGo to the steps	Someone else's facts, photo or profiles in your panel	Disambiguate your sources, then contact Knowledge Panel support	'Contact us' in Knowledge Panel Help, listed for panels mixed with someone of a similar name and for wrong websites or profiles	None stated	Google-documented[2]
2 panels for youGo to the steps	Different panels for different searches	Make names and facts agree, then ask support to combine them	The same 'Contact us' flow; BlitzMetrics types "combine knowledge panel" and chooses email	None stated by Google. BlitzMetrics reports replies in 2 to 3 business days (Oct 2026)	Observed[2][14]
The panel disappearedGo to the steps	It showed before and now does not	Check consistency and relevance before anything else	None: Google says display is automatic and not something it can or would influence	None. Google says its systems decide over time	Google-documented[4]
Someone else manages itGo to the steps	'Someone is already managing the account'	Ask them to add you; if nobody knows who it is, request account recovery	Account Recovery with Knowledge Panel support	Owners get 3 business days to answer; with no reply, the panel becomes claimable again	Google-documented[2]
A panel with no claim linkGo to the steps	A panel about you, but no claim option	Keep building sources and check back; send fixes through Feedback meanwhile	The 'Feedback' link under the panel	None. Google says not all panels are claimable yet and to check periodically	Google-documented[2]
Personal details you want hiddenGo to the steps	Date of birth, relationships, children or marital status	Ask to opt out of each detail	'Suggest edits', then 'Edit' next to the detail	Same as verified feedback	Google-documented[3]
You want it removedGo to the steps	You want off the panel, or the panel gone	Only legal grounds or policy breaches qualify	'Report a legal removal issue', with the panel's own link from Share	Email confirmation and a reference number; Google says it endeavors to respond as soon as it can	Google-documented[4][25]

The basics

A Knowledge Panel is Google's summary of an entity it recognizes

Google describes knowledge panels as information boxes that appear when you search for entities (people, places, organizations and things) that are in its Knowledge Graph. They are generated automatically and update as information on the web changes. Google-documented[1]

The Knowledge Graph is the database behind them. Google launched it on 16 May 2012 with more than 500 million objects and 3.5 billion facts, and now describes it as billions of facts about people, places and things. Google-documented[8][4]

A panel can show a title (usually the name), a subtitle, a description, images, facts, official social profiles and a 'People also search for' row. Each part has its own rules for what you can change, covered in the edit section. Google-documented[3]

Kalicube counts 10 elements in a well-optimized panel, adding entity statements, filter pills and Knowledge Panel cards to that list. That is a vendor's anatomy, not a Google specification. Opinion[20]

Knowledge Panel, Knowledge Graph, Business Profile, Wikipedia infobox and AI Overview compared

	What it is	Who controls it	How you get or change it	Evidence
Knowledge Graph	Google's database of billions of facts about people, places and things	Google	Facts come from public sources, licensed data, and content owners who suggest changes to panels they claimed	Google-documented[4]
Knowledge Panel	The box Google shows for an entity in the Knowledge Graph	Google generates it; the verified subject can suggest changes	Generated automatically, then claimed through Google verification	Google-documented[1][2]
Google Business Profile	A listing for a business that serves customers at a location or in a service area	The business that claims it	Created or claimed in Google Business Profile, a separate product	Google-documented[1][2]
Wikipedia infobox	The summary table at the top of a Wikipedia article	Wikipedia's volunteer editors	Only through an article that meets notability, written without undisclosed conflicts of interest	Wikimedia rule[11][12]
AI Overview	An AI-written summary shown above some Google results	Google's systems	No claim or edit flow like a panel has; you influence it only by being a clear, consistent source	Opinion

Why it matters

On desktop the panel takes real space. In a March 2026 check of 10 well-known brands, Semrush estimated it filled 10% to 50% of the visible right-hand column, a mean of 27.5% by our arithmetic. The figures are approximate, from 1 observer, and from very large brands. Observed[13]

For a person or a small company, the panel is often the first summary a client, investor or journalist reads, assembled from sources you do not fully control. Accuracy matters as much as having a panel at all. Opinion

Eligibility

Who can get a Knowledge Panel: it happens at 3 levels

Google publishes no eligibility list. It says panels are created automatically when enough information exists on the open web, and shown when that information is highly relevant to a query. Google-documented[4]

Level 1: Google knows you exist

You are an entity in the Knowledge Graph. You can be here without any visible panel.

Level 2: a panel exists

Google has enough corroborated facts to build a panel. It may show for some searches, such as your name plus your company, and not others.

Level 3: it shows for the search you care about

Your exact name triggers it. Jason Barnard ties this to how well Google understands you, how confident it is, and how likely it is that the searcher means you, which can vary by location.

The 3-level model is our framing of Jason Barnard's factors, not Google's. Opinion[17]

Do you need to be famous?

Practitioners disagree. Jason Barnard (2021) and Kalicube (2024) say Google has no notability guideline for panels. Influencer Marketing Hub (2026) says Google prioritizes well-known entities. Opinion[17][18][16]

Our read: you do not need fame, but you do need corroborated facts and people searching for your name. Without both, nothing in this guide will make a panel show. Opinion

Where you start decides the outlook

What you have today	Realistic outlook	First move
Only your own site and profilesGo to the steps	Not yet: Google has nothing independent to corroborate	Build the Entity Home, then earn coverage (steps 2 and 6)
A few articles mainly about you, profiles that disagreeGo to the steps	Close: usually a consistency problem	Align the facts and add structured data (steps 3 and 4)
Regular coverage, matching profiles, a referenced Wikidata itemGo to the steps	Likely, or a panel may already exist	Search your name and claim the panel if it is there
A namesake dominates your nameGo to the steps	Harder and slower: disambiguation comes first	Distinct facts, alternateName and a consistent full name
A panel already existsGo to the steps	You are past the hard part	Claim it, then keep it accurate

The outlook column is our judgment from the evidence in this guide. Opinion

How it works

How Google decides: entity, sources, structured data, consensus

Google documents some of this and not the rest. Every claim below carries a label, so you can see which is which.

1. The entity: is this a distinct thing?

Panels appear for entities in the Knowledge Graph. Google's automated systems decide when, where and how a search shows a panel, and Google says it cannot or would not influence that by hand. Google-documented[4][1]

Semrush models the process in 5 steps: identify the entity in the search, decide whether a panel fits, choose a template for the entity type, fill it, and show it with the results. A useful model, not a Google document. Opinion[13]

2. The sources: who says so?

Google says Knowledge Graph facts come from many sources, including public sources, licensed data such as sports scores and stock prices, and content owners who suggest changes to panels they have claimed. For some topics, such as movies or music, it may use data partners. Google-documented[4][1]

Google does not say which sources weigh most. None of the 4 Google Help pages we read names Wikipedia. Observed[1][2][3][4]

Vendors disagree about Wikipedia: Semrush (2026) says Google relies heavily on it, while Jason Barnard, relayed by MarketMuse (2023), says there has never been a direct correlation between Wikipedia articles and Knowledge Graph presence. Opinion[13][15]

Our view: independent sources that restate the same facts as your own site do the heavy lifting. Barnard's rule of thumb is about 30 corroborations; Google publishes no number. Opinion[15]

3. Structured data: can a machine read your facts?

Google says Organization markup can help it understand an organization's administrative details and disambiguate it in search results, and that some properties can influence which logo appears in the knowledge panel. It recommends the home page or a single page about the organization, such as an About page. Google-documented[5]

For people, Google documents ProfilePage markup with a Person as the main entity, valid on pages such as a blog's About Me page, with name, alternateName, description, image and sameAs. Google-documented[6]

Markup does not create a panel. It removes ambiguity; the corroboration still has to come from other sites. Opinion

4. Consensus: do the sources agree?

Google may decline to act on facts that are reasonably disputed or lack evidence, and changes names, titles, descriptions or images when strong evidence shows its systems picked a less representative option. Google-documented[4]

Name ambiguity, noisy namesakes and old wrong joins slow panels down, per Jason Barnard. Conflicting job titles, old company names and inconsistent spellings are the fixable versions of the same problem. Opinion[17]

The sources Google can read, and how much you control each

Source	You control it?	Effort	Evidence
Your Entity Home (About page or homepage)	Fully	Low	Google-documented[5]
Official profiles (YouTube, X, Facebook, LinkedIn, Instagram)	Mostly	Low	Google-documented[2]
Wikidata item	Partly: community-edited, with inclusion rules	Medium	Wikimedia rule[9]
Registries and reference databases (company registry, library records, MusicBrainz, IMDb, ORCID)	Partly	Medium	Google-documented[1]
Independent editorial coverage mainly about you	No	High	Opinion[17][13][16]
Wikipedia article	No: volunteer editors decide	High, and only if notable	Wikimedia rule[11]
Press releases and paid placements	Mostly	Medium	Observed[22]

Effort is our judgment. The label says what supports listing the source, not how much it weighs: Google publishes no weights.

Free tool

Check where you stand: the Entity Readiness Check

Start with 3 manual checks, then answer 11 questions. Your score, your gaps and the next action for each gap appear as soon as you finish. Nothing is sent anywhere: the check runs in your browser and works offline.

First, 3 manual checks

1
Search your exact name in a private window, then your name plus your company, and your name plus your city. Note whether a panel shows and whether it is about you. Opinion
2
If a panel shows, look for 'Claim this knowledge panel' at its bottom, or in the menu on mobile. If the link is there, skip ahead to claiming. Google-documented[2]
3
Optional, for developers: Google's Knowledge Graph Search API returns entity matches with an ID such as kg:/m/0dl567 and a resultScore. Google's documentation shows that score without defining it, and says the API is not suitable for production-critical use, so do not read the score as a display threshold. Google-documented[7]

How the score works

Every point is shown here, so you can check the logic, or score yourself with JavaScript off. The first 2 questions route you to the right section and carry no points.

Question	Answers and points	If you lose points: next action
03How many independent articles are mainly about you, on sites you do not control?max 20	None yet0 pts 1 to 28 pts 3 to 515 pts 6 or more20 pts	Too little independent coverage. Earn articles mainly about you on sites with editorial staff, starting with trade outlets in your field, so they restate the facts on your Entity Home.
04What is the strongest coverage you have?max 15	Nothing yet0 pts Press releases, sponsored or paid articles, or my own posts4 pts Trade, local or niche outlets with editorial staff10 pts National or international outlets with editorial staff15 pts	No independent editorial coverage yet. Prioritize outlets that choose to write about you. Paid placements and press releases can restate your facts, but they are not independent coverage.
05Is there a Wikipedia article about you?max 10	Yes10 pts No0 pts	No Wikipedia article. Only pursue an article if several independent, reliable sources cover you in depth. Use Articles for Creation and disclose any payment. A panel does not require Wikipedia.
06Is there a Wikidata item about you?max 10	Yes, with references to independent sources10 pts Yes, but with few or no references4 pts No, or I do not know0 pts	No referenced Wikidata item. If you meet 1 of Wikidata's 3 inclusion criteria, create or fix the item and add a reference to every statement. Disclose any paid relationship.
07Do you have an official page that is only about you, with Person or Organization structured data?max 15	Yes, with structured data and sameAs links to my profiles15 pts A page exists, but without structured data7 pts No dedicated page0 pts	No Entity Home with structured data. Publish an About page that states your facts plainly, then add the Person or Organization JSON-LD template from step 3 with every official profile in sameAs.
08Do your main profiles use the same name, title and description, and link to that page?max 10	Yes, all of them10 pts Some of them5 pts No, they differ0 pts	Profiles that disagree. Copy the fact-sheet wording into every profile and link each profile to your Entity Home. Make sure you control YouTube, Search Console, X or Facebook: those are the claim routes.
09Are you listed in the reference databases of your field?max 10	Yes, in 2 or more10 pts Yes, in 15 pts Not yet0 pts	No reference-database records. Get listed where your field keeps records, using the exact name and facts from your fact sheet, then add those URLs to sameAs.
10Do people search for your name?max 5	Yes, regularly5 pts A little3 pts No, or I do not know0 pts	Little search demand for your name. Grow demand for your exact name: publish, speak and get cited under that name. Google shows panels when they are relevant to a search, so the searches have to exist.
11When you search your exact name, whose results dominate?max 5	Mostly mine5 pts Mixed with other people or things2 pts Mostly someone or something else0 pts	A name shared with another entity. Disambiguate: use a consistent full name, a distinctive subtitle (role plus organization or field), alternateName for real variants, and sources that state those facts.

Score bands

Score	Result	What it means
65 to 100	Strong candidate	Your sources look ready for Google to model you. If no panel shows yet, the gaps below are usually the difference. Finish the plan yourself, or have Essentras do it.
35 to 64	Close, with specific gaps	You have a base to build on. Fix the gaps below in order, biggest first, then check again. Most of them cost time rather than money.
0 to 34	Not yet: build sources first	Google has little to corroborate yet. No service can make a panel appear without sources, so start with the Entity Home and independent coverage, then check again.

The weights are our judgment. Independent coverage carries the most (35 of 100 points across count and strength) because every practitioner source we read treats corroboration as the core requirement. The Entity Home with structured data carries 15 because Google documents how markup helps it understand and disambiguate. Wikipedia carries only 10 because it helps when earned but is not required. Opinion

Person vs business

Person vs business panels: what changes

The mechanics are the same. The Entity Home, the markup, the identifiers and the usual blockers differ.

	Person	Business or organization	Evidence
Best Entity Home	The About page on your own domain. Jason Barnard ranks it ahead of a homepage, a company About page or a social profile	The homepage or a single About page, where Google recommends placing Organization markup	Google-documented[17][5]
Structured data	ProfilePage with a Person as the main entity	Organization, or the most specific subtype (a LocalBusiness subtype for a physical business)	Google-documented[6][5]
Identifiers worth adding to sameAs	Wikidata; ORCID or Google Scholar for researchers; ISNI and library records for authors; MusicBrainz or Discogs for musicians; IMDb for film	Wikidata, company registry entry, LEI or DUNS (Google lists leiCode and duns as properties), Crunchbase	Google-documented[5]
Claim routes	Sign in to YouTube, Search Console, X or Facebook	The same; a local business uses Google Business Profile instead	Google-documented[2]
Privacy controls	You can ask Google to leave out date of birth, relationships, children and marital status	Not applicable	Google-documented[3]
Common blockers	Namesakes, changing job titles, coverage about your company rather than about you	Generic or shared brand names, rebrands, confusion with a Business Profile	Opinion[17]
Essentras tier	Individual, $650	Business or Organization, $1,200; both panels $1,395	Observed[23]

The build plan

How to get a Knowledge Panel: the build plan, step by step

The same 8 steps whether you do the work or hire someone. Each step shows the effort (our judgment), whether you can do it yourself, and the evidence behind it.

01
Check what Google already knows
Search your exact name in a private window, with and without context (company, city, field). Write down what shows, which sites rank, and whether namesakes appear. If a panel already exists, skip to claiming.
Effort: LowDo it yourself? Yes
Evidence
Panels appear automatically for entities in the Knowledge Graph, so the first job is to see what Google already shows. Google-documented[4]
02
Pick your Entity Home and write a fact sheet
Choose a page you control that is only about you. Write a fact sheet: full name and its real variants, a short description, title, organization, location, and 5 to 10 facts a stranger could verify on another site. Reuse that exact wording everywhere.
Effort: LowDo it yourself? Yes
Evidence
Google recommends a single page about the organization, such as an About page, for Organization markup. Google-documented[5]
The Entity Home idea and its ranking of page options come from Jason Barnard. The fact count is our rule of thumb. Opinion[17]

Add Person or Organization structured data

Add JSON-LD to the Entity Home using the templates below: the fact-sheet name and description, every official profile in sameAs, and alternateName for the variants people really use. Validate it before you publish.

Effort: MediumDo it yourself? Yes, if you can edit your site

Evidence

Google documents Organization and ProfilePage markup, including sameAs and alternateName, and says Organization markup helps it disambiguate. Google-documented[5][6]

Copy-ready JSON-LD templates (step 3)

Replace every example value and delete any property you cannot back up with a public page. Put the Person block on your About page and the Organization block on your homepage or About page. If you have both, keep the same @id values so the 2 entities point at each other.

Person, on your About page (ProfilePage)

{
  "@context": "https://schema.org",
  "@type": "ProfilePage",
  "url": "https://www.example.com/about",
  "dateModified": "2026-10-15",
  "mainEntity": {
    "@type": "Person",
    "@id": "https://www.example.com/about#person",
    "name": "Jane Example",
    "alternateName": [
      "Jane A. Example",
      "J. Example"
    ],
    "description": "Founder and CEO of Example Labs and author of The Example Book.",
    "jobTitle": "Founder and CEO",
    "worksFor": {
      "@type": "Organization",
      "@id": "https://www.example.org/#organization",
      "name": "Example Labs"
    },
    "url": "https://www.example.com/about",
    "image": "https://www.example.com/images/jane-example.jpg",
    "sameAs": [
      "https://www.linkedin.com/in/your-profile",
      "https://x.com/your-handle",
      "https://www.youtube.com/@your-channel",
      "https://www.wikidata.org/wiki/QXXXXXXX"
    ]
  }
}

Organization, on your homepage or About page

{
  "@context": "https://schema.org",
  "@type": "Organization",
  "@id": "https://www.example.org/#organization",
  "name": "Example Labs",
  "alternateName": "ExampleLabs",
  "legalName": "Example Labs LLC",
  "url": "https://www.example.org/",
  "logo": "https://www.example.org/logo-512.png",
  "description": "Example Labs builds scheduling software for clinics.",
  "foundingDate": "2018",
  "founder": {
    "@type": "Person",
    "@id": "https://www.example.com/about#person",
    "name": "Jane Example"
  },
  "address": {
    "@type": "PostalAddress",
    "addressLocality": "Austin",
    "addressRegion": "TX",
    "addressCountry": "US"
  },
  "sameAs": [
    "https://www.linkedin.com/company/your-company",
    "https://www.crunchbase.com/organization/your-company",
    "https://www.youtube.com/@your-channel",
    "https://www.wikidata.org/wiki/QXXXXXXX"
  ]
}

Validate before you publish

Paste the code into the Schema Markup Validator and fix every error. validator.schema.org
Test the live URL in Google's Rich Results Test to confirm Google can read it. Rich Results Test
Open every sameAs URL: each must load and show the same name.
Keep the page indexable: no noindex, not blocked by robots.txt. Google requires the logo URL to be crawlable and indexable.
Reuse 1 @id per entity on every page that describes it.

04
Make every profile say the same thing
Update LinkedIn, X, Instagram, YouTube, Facebook, Crunchbase and any author or artist profiles so the name, title and description match the fact sheet and link back to the Entity Home. Make sure you control at least 1 account Google accepts for verification: YouTube, Search Console, X or Facebook.
Effort: LowDo it yourself? Yes
Evidence
Those 4 accounts are the sign-in routes Google lists for claiming a panel. Google-documented[2]
Matching profiles remove the conflicting facts that slow panels down. Opinion[17]
05
Create or fix your Wikidata item, properly
Check the inclusion rules first. Then add a label, a short description and statements such as instance of, occupation or industry, and official website, with a reference to an independent source on each statement. Add identifiers you hold (ORCID, ISNI, registry numbers) and disclose any paid relationship.
Effort: MediumDo it yourself? Yes, with care
Evidence
Wikidata accepts an item that meets at least 1 of 3 criteria: a sitelink to a Wikimedia page such as a Wikipedia article; a clearly identifiable entity that can be described with serious, publicly available references; or a structural need. The community makes the final call. Wikimedia rule[9]
Wikimedia's Terms of Use require anyone paid to contribute to disclose their employer, client and affiliation. Wikimedia rule[10]
Semrush says Wikidata's bar is lower than Wikipedia's. BlitzMetrics calls Wikidata its highest-leverage step, which is anecdotal. Opinion[13][14]
Wikipedia notability requirements, explained

Earn sources that count, and know what press is

Aim for articles mainly about you on sites with editorial staff, then the reference databases of your field. A press release restates your facts but is not independent.

What a paid placement is: Essentras sells placements on 3,800+ outlets, and each placement is paid editorial, a real article on a real outlet that you pay for. It can repeat verified facts on a third-party page. It is not earned or independent coverage, and nobody can promise its effect on a panel.

Effort: HighDo it yourself? Partly: outlets decide what they cover

Evidence

Wikipedia counts only significant coverage in reliable sources independent of the subject. Press releases, advertising and the subject's own website are not independent. Wikimedia rule[11]

A Databox contributor recommends repeated rounds of press releases on well-known sites, with the URLs listed in schema (2022). A practitioner tip, not a test. Observed[22]

Browse the outlet catalog (paid placements, prices shown)

What counts as a source (step 6)

Source	How much it helps	Why
Article mainly about you on a site with editorial staff	Strong	Someone else chose to state your facts
Registry or reference-database record in your field	Strong for facts	Structured, and kept by a third party
Wikidata item with references	Helpful, if you are eligible	Structured, linked and community-checked
Interview, podcast or conference page	Supporting	A third party hosts it, but you supplied the words
Paid placement or sponsored article	Supporting	Paid editorial: restates facts, not independent
Press release or wire pickup	Weak	Your own words, repeated across sites
Directories and user-submitted listings	Weak	Anyone can create them
Follower counts	Not a source	Scale is not corroboration

This grading is our judgment, aligned with Wikipedia's independence test. Opinion[11]

07
Wikipedia: only if you meet notability
Check honestly whether several independent, reliable sources cover you in depth. If you have a conflict of interest, do not write the article yourself: submit a draft through Articles for Creation, propose edits on talk pages, and disclose any payment. Never buy a "guaranteed" article. A panel does not require Wikipedia.
Effort: HighDo it yourself? Rarely
Evidence
Editors with a conflict of interest are strongly discouraged from editing affected articles directly; Articles for Creation and talk-page requests are the routes. Wikimedia rule[12]
Whether Wikipedia helps a panel is contested (see How Google decides). Opinion[13][15]
Free Wikipedia notability pre-check
08
Trigger, claim and monitor
Once your sources agree, Google builds the panel on its own schedule. When it appears, claim it, then check every month that the facts, images and links are still right. Whenever something changes, update the Entity Home and profiles first.
Effort: LowDo it yourself? Yes
Evidence
Panels update automatically as information on the web changes, and verified subjects can suggest edits. Google-documented[1]

Claim

How to claim your Knowledge Panel and get verified on Google

This is the flow on Google's 'Get verified on Google' page, as read on 4 Nov 2026. Claiming a panel is how a person or organization gets verified on Google Search, and there is no fee at any step. Google-documented[2]

1Sign in to a Google Account, or create one if you do not have one.
2Search Google for yourself or the entity you represent, and find the panel.
3Click 'Claim this knowledge panel' at the bottom of the panel. It may sit in the About section; on mobile, tap the menu first.
4Review the information shown.
5Sign in to 1 of the official sites or profiles Google lists for you: YouTube, Search Console, X (still called Twitter on Google's page) or Facebook.
6If Google cannot identify any site associated with you, it asks you for more information to verify you.

Not every panel can be claimed yet. Google says to check periodically for the 'Claim this knowledge panel' button and to send corrections through Feedback in the meantime. Google-documented[2]

Roles: the Owner is the primary user and can transfer ownership; a Manager can suggest changes and add or remove users; a Contributor can only suggest changes. Google calls the user management page Contributor studio. Add people there instead of sharing passwords. Google-documented[2]

If you see 'Someone is already managing the account', first ask your team and anyone who may have claimed it for you. If nobody knows, Google's Knowledge Panel support runs an Account Recovery: with your permission it emails the current owners or managers and waits 3 business days. If they do not answer, the panel becomes claimable again. Google-documented[2]

Google does not state how long a claim review takes. Semrush reports a few days to a couple of weeks (Mar 2026). Observed[13]

A local business that serves customers at a location or in a service area uses Google Business Profile, a separate product. Google-documented[1][2]

Already verified but the claim button still shows? Google says to use Feedback while signed in with the email you verified with, so your feedback gets priority review, and you get a confirmation email. Google-documented[2]

If you verified through X or Facebook, Google stores that association between your accounts. Google's page says you can remove it in Webmaster Central with Unverify. Google-documented[2]

Google's Contributor studio (user management)

Edit

How to edit your panel: what you can and cannot change

Verified users click 'Suggest edits' at the top of the panel, signed in with the verified account and with Web and App Activity on. Anyone else can use the Feedback link; Google says it can prioritize feedback from a verified user the panel is about. Verified feedback is reviewed within a few days, sometimes longer, and Google emails the resolution. Google-documented[3]

1Sign in with the verified account, or an account added as a user, and turn on Web and App Activity.
2Search your name and click 'Suggest edits' at the top of the panel.
3Click 'Edit' next to the item. Send each suggestion separately.
4Say what is wrong and paste public URLs that prove the correct fact, then send.

What you can and cannot change

Item	Can you change it?	How	Evidence
Featured image	Replace only	Google cannot add an image to a panel that has none. Suggest a direct, public image URL (ending in .jpeg, .png or another image format), not the page where you found it.	Google-documented[3]
Title (usually your name)	Rarely	Only with substantial evidence that the automatic choice is not representative.	Google-documented[3]
Subtitle	No custom subtitles	A non-representative subtitle can be removed and replaced automatically. Family or relationship subtitles can be removed on request.	Google-documented[3]
Description	Not in the panel	Correct it at the source it comes from. Google may remove a description but will not write a custom description.	Google-documented[3]
Social profiles	Yes	Suggest new ones or edit existing ones; once you are verified, Google says it can correct some items such as social profile links directly. You cannot change their order.	Google-documented[3]
Personal details	Some can be left out	Ask Google to omit date of birth, relationships, children or marital status.	Google-documented[3]
'People also search for'	Only for policy violations	Google does not customize it.	Google-documented[3]
Related images	No	Google cannot remove or reorder the images shown next to the featured image. Report an inaccurate one through feedback.	Google-documented[3]

Google may not make a change that is inappropriate or that it cannot confirm. Google-documented[3]

Fix

How to fix a wrong, merged, duplicate or vanished panel

Wrong facts

Fix the source first, then the panel. Google says descriptions come from data sources and should be corrected there, and it may decline facts that are reasonably disputed or lack evidence. Google-documented[3][4]

Then send verified feedback that links to pages showing the correct fact, ideally your Entity Home plus an independent source. Opinion

Mixed up with someone else

This is a disambiguation problem first. Use a consistent full name, a distinctive subtitle (role plus organization or field), alternateName for real variants and sameAs links, so your sources separate you from the namesake. Opinion

In a case Influencer Marketing Hub relays from Kalicube, a person Google treated as 3 entities was merged after 40 sources were corrected and alternateName was added to the schema. Observed[16]

Google's 'Get verified on Google' page lists this case under troubleshooting: when a panel's content is mixed with someone of the same or a similar name, or shows the wrong websites or profiles, contact Knowledge Panel support through 'Contact us'. Template 4 below lists what to send. Google-documented[2]

2 panels for the same entity

The Google Help pages we read on 4 Nov 2026 describe no merge process by name; the closest documented route is 'Contact us' for a panel mixed with another. Observed[2][3][4]

BlitzMetrics (updated 28 Oct 2026) describes its route: 'Contact us' in Knowledge Panel Help, type "combine knowledge panel", choose email, and send both panel links or IDs plus your Entity Home. It reports replies in 2 to 3 business days and advises against filing several requests at once. A vendor's account, not Google's. Observed[14]

Make names and facts agree across your sources first; a combine request on top of conflicting facts invites a follow-up question instead of a merge. Opinion

The panel disappeared

Google says its systems decide over time when a panel shows, so a panel you saw before may stop appearing, and its current policy is not to manually create or delete panels. Google-documented[4][3]

Check what changed: conflicting new facts, a moved or blocked Entity Home, or a namesake that became more relevant for the same search. Restore consistency and keep checking. Opinion

Removing information, or the panel

Google will not delete a panel on request. It can leave out some personal details, removes content that breaks its policies, and handles legal issues through its 'Report a legal removal issue' form. Google-documented[4][3]

The form needs the panel's own link: search the name, click Share next to the name (or More, then Share) and copy the link, then explain why it should legally be taken down. Google sends an email confirmation with a reference number. Google-documented[4][25]

Google may remove information that is demonstrably false or outdated, as shown by legal documents, expert consensus or other reputable primary sources, and may decline facts that are reasonably disputed or lack evidence. Google-documented[4]

What Google will and will not remove

Troubleshooting: why you do not have a panel

Symptom	Likely cause	Fix	Evidence
Nothing shows for your name	Too few independent sources about you	Steps 2 to 6 of the build plan	Opinion
A panel shows only for your name plus your company	Low relevance for your bare name, or a namesake	Disambiguate, and grow searches for your exact name	Opinion[17]
It showed, then vanished	Google's systems re-assessed relevance, or your facts started to conflict	Restore consistency; check the Entity Home is indexable	Google-documented[4]
Someone else's photo or facts	A wrong join with a namesake	Disambiguate, then contact Knowledge Panel support (template 4)	Google-documented[2][17]
No claim link	This panel cannot be claimed yet	Keep building sources, check again, and use Feedback meanwhile	Google-documented[2]
No 'Suggest edits' button	Wrong account, or Web and App Activity is off	Use the verified account and turn the setting on	Google-documented[3]
An error that you are not signed in to an associated account	The Google Account does not own the site or profile you chose	Add the account as an owner of the official site in Search Console, or have the YouTube channel owner transfer ownership	Google-documented[2]

Templates

6 copy-ready messages for Google, the owner and the legal form

Google's forms ask for the same 3 things every time: what is wrong, what it should say, and public URLs that prove it. Replace everything in [square brackets], delete any line that is not true, and send 1 item per message.

Before you send anything

Sign in with the Google Account you verified with, so your feedback gets priority review.
1 fact per suggestion: Google asks for each item separately.
Link public pages only, ideally your Entity Home plus 1 independent source.
Stay factual. No threats, no pressure, no claims you cannot show.
Keep a copy and the date of everything you send.

General templates, not legal advice. Essentras is not a law firm and is not affiliated with Google.

1. Suggest an edit to a wrong fact

Where to send it: 'Suggest edits', then 'Edit' next to the item (verified), or 'Feedback' under the panel (anyone).

What is wrong: the panel shows [the wrong fact, for example "CEO of Old Company"].
What it should say: [the correct fact, for example "Founder and CEO of Example Labs since 2021"].
Public pages that confirm it:
[URL of your About page or official site]
[URL of an independent source, such as a registry entry or an article]
[Only if true: I have asked the original source, [site name], to correct it on [date].]

2. Opt out of a personal detail

Where to send it: 'Suggest edits', then 'Edit' next to the detail. Google lists date of birth, relationships and children, marital status and relationship subtitles.

I am the person this knowledge panel is about, verified on this account.
I want to opt out of showing [my date of birth / my relationships and children / my marital status / the relationship subtitle] in this knowledge panel.
Please leave this information out of the panel.

3. Replace the featured image

Where to send it: 'Suggest edits', then 'Edit' on the image. Only works when the panel already has an image.

Please replace the featured image with this one:
[direct, public image URL ending in .jpeg or .png, not the page where the image appears]
It shows [name] and is [a current official portrait / the current official logo], published on [the page where it appears, for example your About page].

4. Ask Knowledge Panel support to separate or combine panels

Where to send it: 'Contact us' in Knowledge Panel Help, signed in with the verified account. Google lists mixed-up panels and wrong websites or profiles there.

Entity: [full name], [role and organization, or field]
My panel: [panel link from Share]
The problem: [the panel shows facts, photos or profiles that belong to [other person or company] / there are 2 panels for me: [link to panel 1] and [link to panel 2]].
Facts that belong to me: [2 or 3 facts]. My Entity Home: [URL].
Facts that belong to the other entity: [what to remove].
Please [separate the 2 entities / combine the 2 panels into the one I manage].

5. Ask the current manager to add you

Where to send it: When you see 'Someone is already managing the account'. Send it to your team, agency or former representative before you request Account Recovery from Google.

Hello [name],

Our Google knowledge panel for [entity name] is managed from a Google Account I cannot identify, and Google says someone is already managing it.
If it is yours, please add [your Google email] as a manager in Google's Contributor studio: open google.com/search/contributions/manage, click "Start now" under "Add people to this account", then "Add new user".
No password is needed, and you can stay on as a user.

Thank you,
[name]

6. Text for the 'Report a legal removal issue' form

Where to send it: Only for content you believe is unlawful. Paste the panel's own link from Share, not your search URL.

Knowledge panel URL: [link copied from Share]
Content I am reporting: [the exact item, for example the description or a fact]
Why it is unlawful: [the legal ground in your country, in 2 or 3 factual sentences]
Evidence: [court order, legal document or official record, with public URLs where they exist]
I am [the person this panel is about / authorized to act for [name]].

Timeline

How long it takes: 4 to 10 weeks with existing coverage, longer from zero

Our honest range is 4 to 10 weeks when legitimate coverage about you already exists and mainly needs to be made consistent and machine-readable. From zero it takes longer, because the sources have to exist and be crawled first. This is our working estimate from delivery experience, not a published dataset, and Google sets the clock. Opinion[23]

Every timing Google publishes, and where it publishes none

Read on Google Knowledge Panel Help and Google Legal Help on 4 Nov 2026. Anything not in this table, Google does not state.

Every timing Google publishes, and where it publishes none
Step	What Google says	What you receive	Evidence
A panel appears	No timeline. Panels are created automatically when enough information exists on the open web, and Google's systems decide over time when one shows.	Nothing: you find out by searching	Google-documented[4]
A claim is reviewed	No timeline. If Google cannot identify a site or profile linked to you, it asks for more information.	The verified state on your account	Google-documented[2]
Verified feedback (Suggest edits)	Reviewed within a few days; this can sometimes take more time.	A confirmation email with a resolution update	Google-documented[3]
Feedback while 'someone is already managing' the panel	Signed in with the email you verified with, your feedback receives priority for review.	A confirmation email about your submission	Google-documented[2]
Account Recovery	Google emails the current owners or managers and waits 3 business days. No answer within 3 days, and the panel becomes claimable again.	An update if they approve you	Google-documented[2]
A panel that stopped showing	Over time, automated systems decide when, where and how a search shows a panel; Google says it cannot or would not influence this.	Nothing to file	Google-documented[4]
A legal removal request	Google says it endeavors to respond to valid notices as soon as it can.	An email confirmation and a reference number	Google-documented[25]

What moves the range

Driver	Speeds it up	Slows it down
Existing coverage	Several articles mainly about you	Nothing independent yet
Your name	Distinctive	Shared with someone better known
Your facts	Identical everywhere	Conflicting titles, old company names
Entity Home	Indexed, with structured data	Missing, blocked or recently moved
Wikidata and registries	Referenced item, registry entries	None, or unreferenced
History	Clean	Past wrong joins with another entity

Namesakes, conflicting facts and old wrong joins are the delay factors Jason Barnard names; the rest is our judgment. Opinion[17]

Every published estimate we found, with its date

Estimate	Source	Date	Evidence
Days to weeks once Google already understands the facts	Search Engine Journal (Jason Barnard)	Jun 2021	Opinion[17]
Weeks or even months for a panel to appear	Semrush	Mar 2026	Observed[13]
Claim review: a few days to a couple of weeks. Suggested edits: a few days to several weeks	Semrush	Mar 2026	Observed[13]
Verified feedback reviewed within a few days, sometimes longer	Google Knowledge Panel Help	Read 4 Nov 2026	Google-documented[3]
Current owners get 3 business days to answer an Account Recovery request; then the panel becomes claimable again	Google Knowledge Panel Help	Read 4 Nov 2026	Google-documented[2]
Merge requests answered in 2 to 3 business days	BlitzMetrics	Oct 2026	Observed[14]
Agency project: 8 to 16 weeks	InstantPress	Apr 2026	Opinion[21]
"3 to 12 months minimum", with no source given	InstantPress	Apr 2026	Opinion[21]
Of Databox respondents: 48% could not pinpoint, 28% said a few weeks, 24% a few months	Databox survey	Dec 2022	Observed[22]
4 to 10 weeks with existing coverage, longer from zero	Essentras	Nov 2026	Opinion[23]
1 to 3 months to index, 3 to 6 to recognition, 6 to 12 for a panel, with "70%" of Wikipedia-listed entities getting one in that window; no source given	Stackmatix	Mar 2026	Opinion[19]

Cost

What a Knowledge Panel costs: the transparent price ladder

Google sells no panels: its stated policy is not to create them manually. What costs money is the work that makes Google confident, paid in your time or in a vendor's fee. Google-documented[3]

Published vendor prices run from $3,000 to $18,000 (Kalicube, Aug 2024) and $3,000 to $15,000+ per agency project (InstantPress, Apr 2026). Essentras charges $650 for a person and $1,200 for a business. Observed[18][21][23]

Route	Price	What it covers	Source and date	Evidence
Do it yourself	$0 in fees, plus your time over weeks to months	You run every step in this guide; claiming, Suggest edits, Feedback and Contact us are free	Time: Semrush, Mar 2026. InstantPress puts DIY at $0 to $2,000 counting developer fees, Apr 2026	Observed[13][21][2]
Marketplace gig	Varies by listing (not verified, so not quoted)	Fixed packages of uneven quality	Our search checks: all 9 results for "buy google knowledge panel creation service" were marketplace listings (14 Oct 2026); 6 of 19 results for "claim knowledge panel google verification 2026" were gig listings (4 Nov 2026)	Observed[24]
Agency project	$3,000 to $15,000+, paid once	Audit, schema and sourcing over 8 to 16 weeks	InstantPress vendor estimate, 23 Apr 2026	Observed[21]
Monthly retainer	$500 to $5,000 a month	Ongoing entity and reputation work	InstantPress vendor estimate, 23 Apr 2026	Observed[21]
Consultancy, market range	$3,000 to $18,000	"A reputable, quality service", in the vendor's words	Kalicube pricing FAQ, modified 29 Aug 2024	Observed[18]
Premium agency	$10,000 to $25,000+	Agencies with in-house Wikipedia editors, in the vendor's description	InstantPress vendor estimate, 23 Apr 2026	Observed[21]
PR firm plus media	$5,000 to $50,000+	PR-led campaigns	InstantPress vendor estimate, 23 Apr 2026	Observed[21]
Essentras Individual	$650	Entity audit, source building, structured data and sameAs, Wikidata where eligible, claim and verification	Essentras catalog, 4 Nov 2026	Observed[23]
Essentras Business or Organization	$1,200	Brand audit and disambiguation, multi-source building, Organization schema, Wikidata and reference entries, claim and verification	Essentras catalog, 4 Nov 2026	Observed[23]
Essentras Personal + Business	$1,395 (list $1,850)	Both panels; saves $455 against buying them separately	Essentras catalog, 4 Nov 2026	Observed[23]

Vendor prices change and cover different scopes. Verify at the source before you compare. A Kalicube page that listed a "from $12,000" fixed price returned "page not found" on 4 Nov 2026, so it is no longer quoted here.

The refund, in plain words

Pay today. If we take you on and your panel does not go live, you get every dollar back. Google still makes the final call on every panel, which is why we promise the refund and never the panel.

InstantPress lists "a fixed price per Knowledge Panel" among its red flags (Apr 2026). Our answer: we price by entity type because the work is scoped by entity type, the deliverables are listed above, and the fee is refunded if the panel does not go live. Judge any fixed price by what happens to your money when Google says no. Opinion[21]

See the service and its tiers Read the full cost guide

Decision

Do it yourself, hire help, or wait

Do it yourself if

Independent coverage about you already exists
Your facts just need aligning across profiles
You can edit your site and are comfortable with JSON-LD and Wikidata
Your name is distinctive
A panel already exists and only needs claiming, which is free

Hire help if

Your name is shared with someone better known
Your facts conflict across many sites
You lack the time to run every step and monitor the result
You want the provider to carry the refund risk

Do not buy anything yet if

No independent source mentions you
Nobody searches for your name
You want the panel as a badge rather than an accurate summary

This split is our judgment. InstantPress makes a similar point about when not to buy (Apr 2026). Opinion[21]

Protect yourself

Red flags and scams to avoid

A guaranteed panel or a delivery date

Google decides, and its stated policy is not to create panels manually. A refund can be guaranteed; the panel cannot. Google-documented[3]

"We submit it to Google" or "a direct Google relationship"

There is no submission or application: panels are generated automatically. InstantPress lists both phrases as red flags. Google-documented[1][21]

A request for your passwords

Google lets an owner add managers and contributors to a panel, so nobody needs your Google, YouTube or Facebook password. Google-documented[2]

A "verified badge" for sale

Verification only happens through Google's own flow, with your own accounts. Nobody can sell you the verified state. Google-documented[2]

Undisclosed paid Wikipedia or Wikidata edits

Wikimedia's Terms of Use require paid contributors to disclose their employer, client and affiliation. Anyone offering hidden edits is breaking them. Wikimedia rule[10][12]

"Knowledge Panel in 72 hours"

Kalicube warns that cheap, fast offers are likely spam and may be deleted after a few months (2024). Panels follow corroborated sources, not tricks. Opinion[18]

Fake or recycled "press"

Sites that exist only to publish paid profiles, or articles that copy your bio word for word, add little corroboration and can look like manipulation. Opinion

A price before anyone has looked at your name

Without checking what Google shows today, a provider cannot know whether you need a build, a claim or a fix. Opinion

No answer to "what if Google says no?"

If the provider keeps the fee when no panel appears, you carry all the risk. Ask before you pay. Opinion

A Business Profile sold as a Knowledge Panel

A Google Business Profile is a separate product for businesses that serve customers at a location. It is not a knowledge panel. Google-documented[1]

Evidence check

Myths vs evidence

The claims that circulate most in this market, who makes them, and what the evidence shows.

Claim	Who says it	What the evidence shows	Our verdict	Evidence
You need a Wikipedia page	Roughly half of Databox respondents (2022); Semrush says Google heavily relies on it (2026)	None of the 4 Google Knowledge Panel Help pages names Wikipedia (re-read 4 Nov 2026); Barnard, via MarketMuse, sees no direct correlation	Helps if you qualify; not required	[22][13][15][1]
Create a Wikipedia account, edit for about a month, then write your own page	MarketMuse (2023)	No source given; Wikipedia strongly discourages editing articles where you have a conflict of interest	Do not do this	[15][12]
Wikidata is the single highest-leverage step	BlitzMetrics (2025)	Anecdotal, no dataset	Worth doing when eligible; unproven as the top lever	[14]
Dollar-a-day ads strengthen your entity	BlitzMetrics (2025)	No evidence shown	Unproven; skip it	[14]
You need 3 contributor accounts on DR40+ sites	BlitzMetrics (2025)	The author's heuristic	A heuristic, not a requirement	[14]
About 30 corroborations is the target	Jason Barnard, via MarketMuse (2023)	A rule of thumb	Useful, but Google publishes no number	[15]
Anyone can get a panel; notability does not matter	SEJ (2021), Kalicube (2024)	Google: panels need enough information on the open web and relevance to the search	Partly true: no fame needed, but sources and searches are	[17][18][4]
A tool's confidence score tells you whether a panel will show	BlitzMetrics frames its score this way (2025)	Google's API documentation shows a resultScore without defining it	Treat any score as a rough signal	[14][7]
A panel lifts branded click-through by 20% to 30%	InstantPress (2026)	No source given	Do not plan around it	[21]
A clean brand results page lifts sales 5% or more	Kalicube	No data shown	Do not plan around it	[20]
A real panel takes 3 to 12 months minimum	InstantPress (2026)	No source given	A single vendor's estimate	[21]
A panel increases mentions in AI Overviews and AI Mode	Semrush (2026), as "reasonable to assume"	No published controlled test that we found	Unknown	[13]
Panels can be guaranteed in days	Some marketplace listings, per our search tool's summaries	Google's stated policy is not to create panels manually	A red flag	[24][3]
70% of Wikipedia-listed entities get a panel within 6 to 12 months	Stackmatix (2026)	No source or dataset given	Do not plan around it	[19]
Google offers no route for a mixed-up panel	Earlier versions of this guide (Oct 2026)	Google's Help lists 'Contact us' for a panel mixed with someone of the same or a similar name, or showing the wrong websites or profiles	There is a route for mixed-up panels. Google names no merge process for duplicates and publishes no timing for either	[2]

AI answers

Knowledge Panels and AI answers: what is known and what is assumed

Known: the Knowledge Graph is Google's database of facts about entities, and the panel is how Google displays part of it in search. Google-documented[4]

Assumed: that having a panel increases mentions in AI Overviews, AI Mode or chatbots. Semrush calls it reasonable to assume (Mar 2026); we have not found a published controlled test. Observed[13]

Reported: Influencer Marketing Hub relays posts showing AI-written descriptions being tested in some EU panels (Nov 2024) and AI-generated images in some panels (Jul 2024). These are second-hand reports. Observed[16]

Our view: AI systems need the same consistent, corroborated facts that a panel needs, so the work is useful either way. You can check what AI assistants say about you today. Opinion

Free AI visibility score

Glossary

Entity: A distinct person, organization, place or thing that Google can recognize and describe, as opposed to a string of words.
Knowledge Graph: Google's database of billions of facts about people, places and things, introduced in 2012.
Knowledge Panel: The information box Google shows for an entity in its Knowledge Graph.
Entity Home: The page you control that is clearly and only about you, which every profile and source points back to. A term from Jason Barnard's framework.
Knowledge Graph ID: The identifier Google's Knowledge Graph Search API returns for an entity, such as kg:/m/0dl567. Practitioners call it a KGMID.
sameAs: A schema.org property listing other URLs that describe the same entity, such as your official profiles.
alternateName: A schema.org property for other names an entity is known by, such as a short brand name or a former name.
Corroboration: Independent sources stating the same facts as your Entity Home, which is what lets a machine trust them.
Wikidata item: A structured, community-edited record on Wikidata, with an ID that starts with Q, holding referenced statements about an entity.
Brand SERP: The results page for a search of your exact name or brand. A term credited to Jason Barnard.
Contributor studio: Google's page for a claimed panel's users (google.com/search/contributions/manage), where an owner or manager adds, removes or promotes people.
Account Recovery: Knowledge Panel support's process when someone else already manages a panel: Google asks the current owners to add you and waits 3 business days.

FAQ

Google Knowledge Panel: 34 questions, answered

What is a Google Knowledge Panel?▾

A Google Knowledge Panel is the information box Google shows when you search for a person, organization, place or thing in its Knowledge Graph. Google generates it automatically from sources across the web and updates it as those sources change. The verified subject can claim it and suggest edits, but cannot write it.

Can I buy a Knowledge Panel from Google?▾

No. Google sells no panels, and its Help Center (read 4 Nov 2026) says its current policy is not to manually create or delete them. What people pay for is the work that makes Google confident about an entity: an Entity Home, structured data, consistent profiles and corroborating sources. Anyone selling a direct line to Google is selling something that does not exist.

Can anyone get a Knowledge Panel, or do you need to be famous?▾

You do not need fame, but you need corroborated information and people searching for you. Google says panels are created when enough information exists on the open web and shown when it is highly relevant to a query. Practitioners disagree on notability: Kalicube says there is no notability guideline, while Influencer Marketing Hub says Google favors well-known entities.

How does Google decide who gets a panel?▾

Google's automated systems decide, and Google publishes no checklist. Its documentation says Knowledge Graph facts come from public sources, licensed data and content owners, and that panels appear when information is highly relevant to the query. In practice, Google has to recognize you as a distinct entity, find facts that agree across sources, and see searches that mean you.

How do I check whether I already have a panel?▾

Search your exact name in a private browser window, then add your company or city. If an information box about you appears, you have a panel; look for 'Claim this knowledge panel' at its bottom, or in the menu on mobile. Developers can also query Google's Knowledge Graph Search API for an entity ID, which is not the same as a visible panel.

How do I get a Knowledge Panel step by step?▾

Check what Google shows today; pick an Entity Home and write a fact sheet; add Person or Organization structured data; make every profile match; create a referenced Wikidata item if you qualify; earn independent sources; consider Wikipedia only if you are notable; then claim the panel when it appears. Our working estimate is 4 to 10 weeks when coverage already exists.

Do I need a Wikipedia page to get a Knowledge Panel?▾

No. A Wikipedia article can help if you genuinely meet its notability rules, but it is not a prerequisite. The Google Help pages we read do not name Wikipedia, Kalicube says panels do not require notability, and Semrush says Google relies heavily on Wikipedia. The honest answer: helpful when earned, never required, never worth faking.

How do I create a Wikidata entry?▾

Check eligibility first: Wikidata accepts items with a Wikimedia sitelink, items about clearly identifiable entities described by serious public references, or items that fill a structural need. Then create the item with a label, a description and statements such as instance of, occupation and official website, add a reference to each statement, and disclose any paid relationship.

What is an Entity Home and which page should it be?▾

An Entity Home is the page you control that is clearly and only about you, which every profile links to and every source points back to. For a person, Jason Barnard ranks an About page on a personal site first. For an organization, Google recommends placing Organization markup on the home page or a single About page.

How does schema markup affect Knowledge Panels?▾

Schema makes your facts machine-readable and unambiguous; it does not create a panel by itself. Google says Organization markup can help it understand and disambiguate an organization and can influence the logo in its panel. For people, Google documents ProfilePage markup with a Person, including sameAs and alternateName, for pages such as an About page.

How many independent sources do I need?▾

Google publishes no number. Jason Barnard's rule of thumb, relayed by MarketMuse, is about 30 corroborations, and our readiness check treats 3 to 5 independent articles mainly about you as a solid middle band. Quality and agreement matter more than count: a few editorial articles that restate the same facts beat many thin listings.

What if I share a name with someone famous?▾

Expect it to take longer, because Google has to decide which entity a search means. Use your full name consistently, add a distinctive subtitle such as role plus company, list real variants as alternateName in your schema, and earn sources that mention those distinguishing facts. A search for your name plus context may show your panel before your bare name does.

What is the difference between a personal and a business Knowledge Panel?▾

A personal panel describes a person and usually rests on an About page with Person markup, matching profiles and coverage about the individual. A business panel describes an organization and rests on Organization markup on the homepage or About page, registries and company coverage. The claim routes are the same. At Essentras the Individual panel is $650 and the Business panel $1,200.

What is the difference between a Knowledge Panel and a Google Business Profile?▾

A Google Business Profile is a listing for a business that serves customers at a location or in a service area, managed by the business in Business Profile. A knowledge panel is generated from the Knowledge Graph for entities such as people, brands and organizations, and is claimed through Google verification. They are separate systems with separate processes.

What is the difference between a Knowledge Panel and the Knowledge Graph?▾

The Knowledge Graph is Google's database of billions of facts about people, places and things; a knowledge panel is how Google displays part of it in search results. You can be in the Knowledge Graph without a visible panel, which is why an entity can have a Knowledge Graph ID before any panel shows for its name.

How do I claim a Knowledge Panel?▾

Sign in to a Google Account, search for yourself, and click 'Claim this knowledge panel' at the bottom of the panel, or in the menu on mobile. Review the information, then sign in to an official account Google lists for you: YouTube, Search Console, X or Facebook. If none matches, Google asks you for more information.

Which accounts can verify me, and what if none match?▾

Google lists YouTube, Search Console, X (still called Twitter on its help page) and Facebook. If Google cannot identify an associated site or profile, it prompts you to provide more information to verify you. To avoid that, link your Entity Home from those profiles and verify your site in Search Console before you try to claim.

What if my panel is already claimed by someone else?▾

Ask the person who manages it to add you as an owner or manager in Google's Contributor studio. If nobody on your team knows who claimed it, start Account Recovery with Knowledge Panel support: Google emails the current owners or managers and waits 3 business days, and if they do not answer, the panel becomes claimable again. Never pay anyone who offers to transfer a panel by sharing passwords.

How do I edit my Knowledge Panel?▾

Sign in with your verified account, turn on Web and App Activity, search your name and click 'Suggest edits' at the top of the panel. Click 'Edit' beside an item, explain what is wrong, and paste public URLs that prove it. Send each suggestion separately. Google says verified feedback is reviewed within a few days, sometimes longer.

Why can I not see Suggest edits?▾

Usually because you are signed in with the wrong Google Account or Web and App Activity is off. Google says you must use the verified account, or a verified account added as a user, with that setting on. If you have not claimed the panel, use the Feedback link instead: anyone can send feedback.

How do I merge duplicate panels?▾

Make names and facts agree across your sources first, and add alternateName and sameAs to your Entity Home. Then use 'Contact us' in Knowledge Panel Help, which Google lists for panels mixed with someone of a similar name. BlitzMetrics (Oct 2026) types "combine knowledge panel", chooses email and sends both panel links; it reports replies in 2 to 3 business days, a vendor's figure. Google publishes no merge timeline.

My panel is wrong. How do I fix it?▾

Fix the source first, then the panel. Find the page the wrong fact comes from and correct it there, update your Entity Home and profiles, then send verified feedback with links that prove the right fact. Google may decline changes it cannot confirm or that are reasonably disputed, so the evidence links matter more than the wording.

Why did my panel disappear or shrink?▾

Google says its automated systems decide over time when a panel shows, so a panel you saw before may stop appearing, and its current policy is not to delete panels manually. The usual causes are conflicting facts, a moved or blocked Entity Home, or a namesake becoming more relevant for the same search. Restore consistency first.

Why do I not have a panel?▾

Usually for 1 of 3 reasons: too few independent, consistent sources for Google to model you; facts that conflict across the web; or a better-known entity with the same name. Low search demand for your exact name can also keep a panel from showing. The free readiness check on this page shows which gap is biggest.

How long does it take to get a Knowledge Panel?▾

Our working estimate is 4 to 10 weeks when legitimate coverage already exists and mainly needs to be made consistent and machine-readable; starting from zero takes longer. Other published estimates run from days to weeks once Google understands the facts (SEJ, 2021) to 8 to 16 weeks for an agency project (InstantPress, 2026). Google publishes no timeline.

How long does Google take to review a claim or an edit?▾

Google says verified feedback is reviewed within a few days, and sometimes it takes more time, with the result sent by email. For Account Recovery it waits 3 business days for the current owners. It states no review time for a claim; Semrush reports a few days to a couple of weeks for claims and up to several weeks for suggested edits (Mar 2026).

How much does a Knowledge Panel cost?▾

Google charges nothing; you pay for the work, in time or a fee. Vendor-published prices include $3,000 to $18,000 (Kalicube market range, Aug 2024) and $3,000 to $15,000+ per agency project (InstantPress, Apr 2026). Essentras charges $650 for an individual, $1,200 for a business or $1,395 for both. Pay today. If we take you on and your panel does not go live, you get every dollar back.

Can I do it myself, and when is a service worth it?▾

Yes. Every step in this guide can be done yourself, and claiming an existing panel is free. A service is worth it when your name is common, your facts conflict across many sites, you lack time, or you want the provider to carry the refund risk. If no independent source mentions you yet, do not buy a panel service: build sources first.

How do I tell a legitimate service from a scam, and is a guarantee possible?▾

Nobody can guarantee the panel itself, because Google decides and does not create panels manually. Walk away from promised dates, 'direct Google relationships', password requests and undisclosed paid Wikipedia edits. A legitimate provider checks your name before quoting, lists what the fee buys, and states what happens to your money if Google says no.

Does a Knowledge Panel help me show up in AI answers and Google AI Overviews?▾

Unknown. Semrush calls it reasonable to assume (Mar 2026), but we have not found a published controlled test. What is clear is that AI systems need the same consistent, corroborated facts that the Knowledge Graph needs, so the work behind a panel is useful either way. A free AI visibility score shows what AI assistants say about you today.

Is there a Google Knowledge Panel login or sign-up page?▾

No separate one. You sign in with the Google Account you used to claim the panel; that account sees 'Suggest edits' on the panel, and owners and managers add people in Contributor studio at google.com/search/contributions/manage. There is no sign-up for a panel. If you were looking for KnowledgePanel, the online research panel run by Ipsos, that is a different program, unrelated to Google.

How do I get verified on Google?▾

For a person, brand or organization on Google Search, getting verified means claiming your knowledge panel: search your name, click 'Claim this knowledge panel' and sign in to YouTube, Search Console, X or Facebook. It is free. If no panel exists yet, there is nothing to verify; build your sources first. A local business verifies a Google Business Profile instead.

How do I contact Google about my Knowledge Panel?▾

Use the Feedback link under the panel, or 'Suggest edits' if you are verified. For a panel mixed with someone else, the wrong websites or profiles, or an ownership dispute, Google's Help says to use 'Contact us' in Knowledge Panel Help. The Knowledge Panel Help pages we read list no phone number. Legal issues go through 'Report a legal removal issue'.

Can I get my Knowledge Panel, or something in it, removed?▾

Not the panel itself: Google's current policy is not to manually create or delete panels. You can opt out of some personal details, such as date of birth or relationships, and Google removes content that breaks its policies. For unlawful content, file 'Report a legal removal issue' with the panel's own link from Share; Google sends a confirmation and a reference number.

How we built this guide

We read all 4 articles in Google's Knowledge Panel Help, Google's legal removal page, 2 Google Search Central pages, the Knowledge Graph Search API page and Google's 2012 launch post first-hand on 15 Oct 2026 and again on 4 Nov 2026, together with the Wikidata, Wikipedia and Wikimedia rules cited.
On 14 Oct 2026 we ran 13 US searches across the topic and read 12 competing pages in full. On 4 Nov 2026 we repeated the main searches, read the 6 strongest competing guides again and re-checked every vendor number and price on its own page; 1 page that no longer loads was dropped.
Every claim carries 1 of 4 evidence labels. Vendor prices are quoted as published, with dates. Essentras figures are marked as ours. We do not quote marketplace prices we could not verify.
The readiness score is our heuristic. Its weights are shown in full, and it runs in your browser without sending anything.

Changelog

15 Oct 2026: Rebuilt the guide with the Entity Readiness Check, a 7-situation decision path, the person vs business table, a dated price ladder, every published timeline, JSON-LD templates and evidence labels.
15 Oct 2026: Removed 2 claims we could not support (that earned press is the single strongest signal, and that AI tools increasingly cite panels) and set the same timeline everywhere: 4 to 10 weeks with existing coverage.
4 Nov 2026: Re-read every Google page. Added Google's documented 'Contact us' route for mixed-up and duplicate panels, the rule that an unanswered Account Recovery makes a panel claimable again, the related-images limit, a 10-situation decision table with Google's route and timing, a table of every timing Google publishes, and 6 copy-ready messages.
4 Nov 2026: Removed a vendor price whose page no longer loads (Kalicube, "from $12,000") and a company figure with no order data behind it (872 panels since 2018). Corrected the Semrush and Databox wording to match their pages.

Sources

Every source cited on this page, with its publish or update date and the day we read it.

[1]About knowledge panels. Google Knowledge Panel Help. No date shown; read 15 Oct and 4 Nov 2026.
[2]Get verified on Google. Google Knowledge Panel Help. No date shown; read 15 Oct and 4 Nov 2026.
[3]Submit feedback on content about you. Google Knowledge Panel Help. No date shown; read 15 Oct and 4 Nov 2026.
[4]How Google's Knowledge Graph works. Google Knowledge Panel Help. No date shown; read 15 Oct and 4 Nov 2026.
[5]Organization structured data. Google Search Central. Updated 8 Sep 2026, read 4 Nov 2026.
[6]Profile page structured data. Google Search Central. Updated 8 Sep 2026, read 4 Nov 2026.
[7]Knowledge Graph Search API. Google for Developers. Updated 26 Apr 2024, read 4 Nov 2026.
[8]Introducing the Knowledge Graph: things, not strings. Google, by Amit Singhal. Published 16 May 2012.
[9]Wikidata:Notability (policy). Wikidata. Read 4 Nov 2026.
[10]Terms of Use: paid contributions without disclosure. Wikimedia Foundation. Version effective 7 Jun 2023, read 4 Nov 2026.
[11]Wikipedia:Notability (guideline). Wikipedia. Read 4 Nov 2026.
[12]Wikipedia:Conflict of interest (guideline). Wikipedia. Read 4 Nov 2026.
[13]Google Knowledge Panel: What It Is & How to Get One. Semrush. Updated 17 Mar 2026, read 4 Nov 2026.
[14]How To Unlock, Claim and Merge Knowledge Panels. BlitzMetrics. Published 8 Mar 2025, modified 28 Oct 2026, read 4 Nov 2026.
[15]How to Get a Google Knowledge Panel. MarketMuse. Published 16 Mar 2023, modified 21 Jan 2025, read 4 Nov 2026.
[16]What Is a Google Knowledge Panel and How to Get One. Influencer Marketing Hub. Updated 6 Aug 2026, read 4 Nov 2026.
[17]How to Trigger a Personal Knowledge Panel in Google, by Jason Barnard. Search Engine Journal. Published 28 Jun 2021, modified 17 Oct 2021, read 4 Nov 2026.
[18]Knowledge Panel in Google: Pricing. Kalicube. Modified 29 Aug 2024, read 4 Nov 2026.
[19]How to Get a Google Knowledge Panel: Complete Guide. Stackmatix. Published 21 Mar 2026, read 4 Nov 2026.
[20]Knowledge panels for brand authority. Kalicube. Modified 9 May 2025, read 4 Nov 2026.
[21]How Much Does a Google Knowledge Panel Actually Cost. InstantPress. Published 23 Apr 2026, read 4 Nov 2026.
[22]What Is a Google Knowledge Panel and How to Get One?. Databox. Updated 13 Dec 2022, read 4 Nov 2026.
[23]Google Knowledge Panel service: tiers and refund terms. Essentras. Prices and refund terms as the live catalog returned them on 4 Nov 2026.
[24]Essentras search check: US searches and competing pages read. Essentras. Run 14 Oct 2026, repeated 4 Nov 2026.
[25]Report Content for Legal Reasons. Google Legal Help. No date shown; read 4 Nov 2026.
[26]KnowledgePanel. Ipsos. Read 4 Nov 2026.

Find out where you stand, then decide

Run the free readiness check, follow the plan yourself, or have Essentras do the work: $650 for a person, $1,200 for a business. Pay today. If we take you on and your panel does not go live, you get every dollar back.

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More on Knowledge Panels, Wikipedia and entity authority

Google Knowledge Panel service: tiers and refund terms/services/google-knowledge-panel How much a Google Knowledge Panel costs/guides/google-knowledge-panel-cost Free authority audit: what Google can see about you/tools/authority-audit Wikipedia notability requirements, explained/guides/wikipedia-notability-requirements Free Wikipedia notability pre-check/tools/wikipedia-notability-checker How to create a Wikipedia page, the compliant way/guides/how-to-create-a-wikipedia-page Can you pay for a Wikipedia page?/guides/can-you-pay-for-a-wikipedia-page What Google will and will not remove/guides/how-to-remove-a-search-result-from-google Free AI visibility score/tools/ai-visibility-score Generative engine optimization, explained/guides/generative-engine-optimization Digital PR campaigns, done for you/services/digital-pr How to get verified on every platform/guides/how-to-get-verified Personal reputation management, step by step/guides/personal-reputation-management

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