The wrong photo, the wrong year, the wrong company is in your Google Knowledge Panel. Every searcher sees it before they see your site.
The Reputation.org fixes Knowledge Panel errors by correcting the underlying sources Google trusts: Wikipedia, Wikidata, your official website, and your verified social profiles. Get it handled without making it worse, starting with a case review that maps what is wrong to where Google actually pulls it from.
Your Knowledge Panel is the first thing a searcher sees, before your site loads
Google displays a Knowledge Panel in the right-side column for recognized entities: brands, executives, public figures, and organizations. The panel carries your photo, description, and key facts before anyone clicks through to your site. A wrong founding year, a stale job title, an off-brand photo, or a negative article linked in the panel shapes the first impression every time.
The Knowledge Panel and the Knowledge Graph are different things. The Knowledge Graph is Google's upstream entity database. The panel is the rendered view. Fix the wrong fact at its authoritative source and the panel follows. That is why filing a "Suggest an edit" rarely works: it addresses the output, not the input.
The same source records that feed your panel also feed what AI assistants like ChatGPT and Gemini say about you. Fixing the panel sources improves the AI record too. For cases where AI has already spread wrong information at scale, the AI answer cleanup service addresses that layer directly.
GoogleFour phases from audit to clean panel
Every panel engagement follows the same sequence. Start with the audit and the fix follows from what the data shows.
Audit the panel and its sources
We map every panel field to its source record. Wrong facts trace to Wikipedia, Wikidata, conflicting schema markup on the official site, or a stale social profile. The audit is your deliverable before any correction work begins.
Claim and verify the panel
Verification runs through Google Search Console, a verified YouTube channel, or a verified social profile. Government ID is the fallback. Claiming gives the right to suggest corrections and flag conflicting information.
Correct the authoritative source
For Wikidata we edit directly with sourced citations. For Wikipedia we coordinate a Talk page request with reliable secondary sources. For your site we update schema markup and sameAs property links so every source points to the same entity record.
Submit edits and monitor
Once claimed, we suggest corrections to the featured image, short description, and category tag. We monitor for recurrence and act when a reversion appears. See our reputation monitoring service for ongoing coverage.
We map the source of every error and tell you what is fixable before you commit.
Six source layers we audit on every engagement
Find where your wrong fact lives, and that is where we fix it.
Wikipedia
The most-cited source in the Knowledge Graph. A wrong lead sentence in your Wikipedia article can become the panel description within days. We coordinate Talk page requests with sourced citations, not direct edits that could be reverted under Wikipedia's conflict-of-interest policy.
Wikidata
The structured data repository behind the Knowledge Graph. Corrections to founding year, headquarters, or leadership go here with sourced citations. Wikidata edits can take days to months to reflect as Google re-crawls.
Schema markup and sameAs
Organization and Person schema on your site tell Google which entity you are. The sameAs property links your JSON-LD to your Wikipedia page, Wikidata entry, and social profiles. Mismatched sameAs links often explain a wrong website in the panel.
Verified social profiles
YouTube, Facebook, Instagram, and X connected during verification. A defunct page or impersonator account can surface as the panel's social link. We identify the correct accounts and flag conflicting ones.
Google Business Profile
For organizations with a GBP, it feeds name, address, hours, and category into the panel. A GBP that drifts from the entity record creates contradictions Google resolves inconsistently.
Official website
Your About page and team pages send trust signals directly to Google. Outdated title, role, or contact information on-site can override corrections made elsewhere. Audit on-site signals as part of every source review.
We audit all six layers and tell you which one holds the wrong fact.
Why clicking Suggest an edit almost never fixes a knowledge panel
Claiming a panel gives you the right to suggest edits. Google reviews those suggestions manually and most take weeks with no update. The suggestion queue is the last step of the process, not the first. Most panels with persistent errors have a source-record problem: the wrong fact lives in Wikidata, in a Wikipedia lead sentence, or in a conflicting sameAs tag, and the suggestion queue cannot reach any of those.
Wikipedia's conflict-of-interest policy strongly discourages direct edits by paid or interested parties. The appropriate path is a Talk page request with sourced citations from reliable secondary sources. We coordinate those requests rather than editing directly, which protects the correction from reversion.
We will not confirm a panel for clients who do not qualify as recognized entities. For organizations that want to build the source record from scratch, the brand reputation management service handles that work.
What knowledge panel management costs, stated honestly
There is no published price list. Scope and eligibility are confirmed during your case review. Knowledge Panel work uses retainer pricing because it coordinates multiple source records across Wikipedia, Wikidata, schema, and social profiles. There is no pay-on-success model here because the work involves sources outside our direct control.
Timelines are ranges, not promises. Verification runs days to weeks. Wikidata edits can take days to months to reflect as Google re-crawls. Wikipedia Talk page requests move at Wikipedia's pace. We give you a range before you commit. AI assistants draw from the same sources, so correcting the panel sources also improves what AI says about you over time.
We give you a range before you commit. Verification runs days to weeks; source corrections can take longer.
Knowledge panel management, without the runaround
Can you actually fix a knowledge panel, or will you file a suggestion and disappear?
We address the source records Google trusts, not just the suggestion queue. Wikidata edits, schema corrections, sameAs alignment, and Wikipedia Talk page coordination are the work. The suggestion queue is a last step, not the whole job.
What is the difference between the Knowledge Graph and the Knowledge Panel?
The Knowledge Graph is Google's database of entities. The Knowledge Panel is the search-results card rendered from it. Your panel is one rendered view of your entity record. Fix the wrong fact at its authoritative source and the panel follows.
Can I get a Knowledge Panel without a Wikipedia article?
Yes, in some cases. Wikidata entries, a verified Google Business Profile, strong schema markup, and consistent sameAs signals can all contribute. Google's algorithm decides. No one can confirm a panel ahead of time, and we will tell you honestly whether your entity qualifies.
Does my Knowledge Panel affect what ChatGPT, Gemini, or Perplexity say about me?
Yes, indirectly. Wikipedia, Wikidata, and your official site are the same sources answer engines draw from. Fixing your panel sources improves the record AI assistants pull from. The AI answer cleanup service handles cases where AI has spread wrong information at scale.
Can someone else have claimed my Knowledge Panel?
Yes. A former employee, an ex-PR firm, or a third party can hold the verified-owner badge. We identify who holds it and coordinate the reclaim process. See autocomplete management for related branded-search situations.
Why does editing Wikipedia not fix my panel automatically?
Google's algorithm decides what it trusts and when it re-crawls. An edit to Wikipedia can take days, weeks, or longer to surface in the panel. The panel reflects what Google currently weights as most authoritative, which can differ from what Wikipedia says. We address the full source stack, not just one input.
Entities where the panel controls the first impression
Brands with stale panel facts
Wrong founding year, old headquarters, outdated executive names, or an off-brand photo. The panel is what searchers see before your site loads.
Executives and public figures
Wrong title, wrong company, or an old article linked in the panel. Investors and board search firms read it. See executive reputation management for full detail.
Organizations with a wrong verified owner
A former employee or ex-PR firm holds the verified-owner badge. The panel cannot be corrected until the claim is reclaimed. We coordinate the process.
Brands before a major announcement
A product launch, funding announcement, or media moment. A stale or wrong panel is the wrong first impression at the moment when search volume spikes.
Entities with conflicting schema signals
Multiple domain versions, conflicting sameAs links, or an outdated GBP creating contradictions. The audit resolves these before Google resolves them inconsistently.
Professionals without a panel yet
You qualify as an entity but no panel exists. We assess whether the source record supports panel generation and advise on the right path forward.
Tell us what is wrong in your panel. We will map the source and tell you what is fixable.
We address the source records Google trusts, not just the suggestion queue.