The assistant mixes you with someone else.
Another person's career in your biography, a company with a similar name, two spellings treated as two people. The fix is not in the answer; it is in how you are identified everywhere else.
Entity confusion is what happens when an AI answer attributes to one person or organization facts that belong to another, or splits one entity into several. It can occur when sources share a name and give few other identifying details. It is addressed by making the identity unambiguous across sources, which can reduce the confusion and does not guarantee that it disappears.
How to recognize it
- A merged biography Your role, someone else's career.
- A namesake's event attributed to you An award, a dispute, a company.
- One entity split in two Two spellings of a name, or a former and a current company name, treated as different.
- A group, a subsidiary and a product treated as one Or the reverse.
If the facts are yours and simply out of date, see inaccurate or outdated AI answers.
Why it can appear
Confusion can appear when sources share a name and give few details that tell the two entities apart: a common name, several spellings, a change of name, similar names inside one group, profiles that disagree. Each case is set out in how ambiguity appears.
How to verify it
- Ask about yourself with and without context. By name alone, then with your company or field.
- List each statement and whose it is. Yours, the namesake's, unknown.
- Find the namesake. Who is the other entity, and which sources describe it?
- Check your own sources. Do your profiles all give the same name, role and dates?
- Repeat in each assistant. The confusion may exist in one and not in another.
What can be corrected
| Finding | What can be done |
|---|---|
| Your own pages give few identifying details | Add them: full name, role, organization, dates, location |
| Several spellings are in use | Choose one and use it everywhere; declare the others as alternate names |
| No machine-readable identity | Publish structured data with sameAs links to your official profiles; schema.org defines sameAs as the URL of a reference page that unambiguously indicates the item's identity (schema.org, sameAs) |
| Your own knowledge panel shows another person's facts | Claim it, as the entity or its official representative, and suggest a change (Google, knowledge panel help); a suggestion is a request, not an edit |
| A third-party page mixes the two | Ask for a correction |
What cannot be guaranteed
You cannot change what is written about the namesake, and the namesake may be better documented than you. Structured data states an identity; how assistants other than Google's use it is not documented by their providers in the sources cited on this site. The confusion can lessen in one assistant and persist in another.
Evidence and sources needed
- One canonical page With the identifying details, in text.
- Identifiers Where they exist: a registration number, an official profile, a reference entry.
- Consistent profiles The same name, role and dates on each.
- Independent sources that distinguish you By organization, field or location.
The work, in order, is described in entity optimization.
How to measure improvement
Count, per assistant and per run, the statements that belong to someone else. The reading to follow is that count over time, together with whether the assistant asks which person you mean, which is a better outcome than a wrong merge.
When to ask for an assessment
When the namesake is better documented than you, when the confusion involves a dispute or a sanction, or when it appears before a transaction or an appointment. A private assessment records what each assistant says today, with the sources it cites, and sets out what to address first. The work that follows is the Entity Foundation layer of The Authority Architecture System; see the engagements for leaders and organizations.
Understand how search and AI currently interpret your authority.
Request a confidential assessment of your visibility, entity signals, narrative consistency and source authority.
Request a Private AssessmentSelective engagements for leaders and organizations with material reputational stakes.