You file your paperwork on a Monday. By Wednesday, a reporter at the local paper has searched your name, and so have a few hundred voters who saw your yard sign. What they find shapes their first impression more than any mailer. If there is a clean box on the right side of Google showing your photo, the office you are seeking, your party, and a link to your campaign site, you look like a serious candidate. If they find a retired dentist in another state with your name, a stale LinkedIn page, and a three-year-old news story about your HOA dispute, you have already lost a little ground.
That box is the Google Knowledge Panel. For candidates it has become the digital version of a first handshake. Here is how a Google knowledge panel for political candidates gets built, and the five steps that make it more likely to appear and stay accurate.
Why Voters See Your Panel Before Your Website
Most voters do not type your campaign URL. They search your name, often on a phone, often while reading something else about the race. Google answers that search with whatever it is most confident about, and for a person with a public role, that is often a Knowledge Panel built from its Knowledge Graph.
The Knowledge Graph is Google’s database of entities: people, places, organizations, and things, with facts and relationships attached. Google does not take submissions for it. It infers entities from sources it trusts and adds them when it can tell one person apart from everyone else sharing the name. For candidates, the trusted sources tend to be government election sites, Ballotpedia, Wikidata, Wikipedia for people who have held office, and established news outlets.
AI search now runs on the same foundations. When a voter asks ChatGPT, Gemini, or Google’s AI Overviews about the candidates in a race, those systems draw on the same entity data and the same sources. A candidate with clear entity signals gets described accurately. A candidate without them gets a guess, or gets skipped.
The stakes are higher for down-ballot races. A Senate candidate gets coverage whether the campaign plans for it or not. A candidate for city council, county commission, or school board may get one story in the local paper all cycle. In those races, the panel and the first page of search results can be the only information many voters ever see before they mark the ballot.
Step 1: Build One Source of Truth
Before you chase any outside listing, decide exactly how your name and facts will appear everywhere. This sounds trivial and it is where most campaigns go wrong.
Pick the name you will use on every page, profile, and filing. If the ballot says “Katherine M. Delgado” and your signs say “Kat Delgado,” choose which one leads and use the other as an alias, consistently. Google matches entities partly through names, and three variations across three sources can look like three different people.
Then build a biography page on your campaign site that states the core facts in plain sentences: full name, office sought, district, party if applicable, current occupation, hometown, education, and any prior offices. Add a high-quality headshot with your name in the file name and alt text. This page is what we call the anchor in the Ballot-to-Panel Sequence, the five-step method this guide follows. Every other step points back to it.
Mark the page up with Person schema in JSON-LD, including your name, job title or candidacy, image, and a sameAs list linking your official social profiles, your Ballotpedia page, and any government page about you. Schema does not guarantee a panel, but it removes ambiguity about which links belong to the same person.
The anchor page is also where a Google knowledge panel for political candidates gets its cleanest facts. When Google finds the same name, office, and district on your site, your schema, and an election office listing, its confidence that they describe one person rises fast.
Step 2: Earn the Entity Signals Google Trusts
With the anchor in place, work outward to the sources Google relies on.
Election office listings come first. Once you qualify for the ballot, your state or county election authority will usually list you. Check that the spelling matches your anchor page exactly, and if it does not, ask the office whether a correction is possible.
Ballotpedia is next. It covers candidates for many federal, state, and local offices and sends candidates a survey. Fill it out completely and link your campaign site and social accounts. Ballotpedia pages rank well and feed the entity picture for a large share of candidates.
Wikidata is the structured database behind much of Wikipedia, and Google reads it. A Wikidata item for a candidate needs references to reliable sources, so it is easier to support once you have news coverage. Edit carefully and cite independent sources, since self-promotional entries get removed.
Wikipedia itself is a long shot for first-time candidates. Its notability guidelines generally treat holding office, not running for it, as the threshold for politicians, unless the candidate has significant coverage for other reasons. Do not create your own article. A deleted article can leave a worse trail than none.
Local news coverage is the signal you can influence most. Every story that names you consistently, describes your candidacy, and links to your site adds evidence. Pitch local outlets with substance: a policy plan, a position on a local issue, a debate appearance. Candidate questionnaires from newspapers and civic groups also count, and they often publish your answers verbatim.
Step 3: Claim and Verify the Panel
Once a panel appears for your name, claim it. Search your name in Google, find the panel, and look for the prompt to claim it. Google will ask you to sign in and verify that you are the subject, usually through an official site or social profile it already links to the entity, such as a verified account or a website you control in Search Console.
Verification gives you the ability to suggest edits to the panel’s facts and to propose a featured photo. Suggestions are reviewed rather than automatic, and Google wants supporting links. That is another reason the anchor page and consistent sources matter: when you suggest a change, you can point to them.
If no panel appears yet, do not panic. New candidates often wait until ballot qualification and a few news stories before Google has enough to work with. Keep building the sources, and check back every two weeks.
Assign one person on the campaign to own the panel. Give them the Google account used for verification, and make sure that account is not a staffer’s personal login that will disappear after November.
Expect the panel to evolve. Early in a campaign, Google may show a sparse version with just a name and a photo, or no photo at all. As ballot listings, news stories, and database entries pile up, it often adds the office sought, party, and links. Do not chase each change with an edit request. Focus on the sources, and suggest edits only for facts that are wrong.
Step 4: Defend the Panel During the Campaign
Campaigns attract information, and some of it will be wrong. Opponents, partisan sites, and confused local coverage can all introduce errors. Check your panel and the top 20 results for your name every week, and run the same check in ChatGPT, Gemini, and Perplexity by asking them who you are and what you are running for.
When you find an error, fix it at the source first. A wrong fact in the panel usually traces to a news story, a database listing, or a Wikipedia mention. Ask the outlet for a correction with documentation, update the database entry with a citation, and then suggest the panel edit referencing the corrected source.
Watch for name collisions. If another person with your name holds office elsewhere or has a panel of their own, Google may merge facts. Make the distinguishing details, such as your district and city, prominent on your anchor page and in your schema so the two entities stay separate.
Common Mistakes Campaigns Make
The first mistake is waiting. Many campaigns think about search only after the primary, when the window for building entity signals is shorter and opponents are already shaping what voters find. The best time to set up the anchor page and claim profiles is the week you announce.
The second mistake is letting the campaign site disappear. Campaign domains often lapse after the election, and when they do, the strongest source about the candidate goes dark. Some lapsed domains get bought and repurposed, which can put unrelated or hostile content at the top of your name search. Renew the domain for several years, even if you plan to redirect it later.
The third mistake is splitting identity across accounts. A campaign Facebook page, a personal Facebook profile, an official government account for incumbents, and a separate campaign X account can all compete for the same search. Decide which accounts are official, link them from the anchor page and the sameAs list, and keep the others private or clearly labeled.
The fourth mistake is ignoring AI assistants. Voters increasingly ask ChatGPT or Gemini to compare candidates. These tools pull from the same sources as the panel, but they summarize instead of quoting, so small errors become confident sentences. Ask them about your race once a week during the campaign. If an assistant gets your position on an issue wrong, publish a clear statement of that position on your site and get it into at least one news story or questionnaire.
The fifth mistake is overreaching on Wikipedia. Candidates and staff who create or heavily edit their own articles often trigger deletion discussions that become public record and occasionally become news. Let independent editors handle Wikipedia, and put your energy into the sources you can legitimately influence.
After Election Day
Win or lose, you remain a public figure tied to a race, and the panel usually persists. Update your anchor page and profiles within a week of the result. Winners should add the office, start date, and official government page to the sameAs list, since government sites are among the strongest sources Google has. Candidates who lost should update their occupation and current role so the panel does not freeze on campaign details for years.
Five steps, in order: one source of truth, trusted signals, a claimed panel, weekly defense, and a post-election update. Do them early and your Google knowledge panel for political candidates becomes the first page of your campaign rather than an accident of search.