Why does AI get my company wrong?

AI performs entity resolution across sources: your official website, directories, news, client sites and social profiles. If the company name, address or business description conflicts between those sources, AI may merge you with a namesake or describe you using outdated data.

Does it matter if my brand name differs from my company name?

Yes. If a brand (e.g. LEEO) and a company (e.g. New Win Tec Company Limited) never state their relationship, AI may treat them as unrelated entities or recognise only one. State the relationship on the official website, About page, footer and structured data: 'Brand X is operated by Company Y'.

How do I test whether AI identifies my company correctly?

Prepare 5–10 questions: legal company name, company name plus business, brand name plus company name, and any former names. Ask Gemini or Doubao each one, record the attributes AI returns (address, phone, business, website) and the sources it cites, and save dated screenshots. Wrong attributes, a missing website or another company's details all signal entity problems.

How long do entity fixes take to show results?

It depends on each engine's refresh cycle — usually weeks. In GNS-GEO cases, yoyolink's misspelled brand was corrected within 7 days, and the New Win Tec misidentification was fixed within weeks once official content and third-party signals were aligned. Keep re-checking afterwards so the new data replaces the old.

AI Misreads Your Company? Brand Entity Resolution for AI Search

When AI answers get your company wrong, the content is not always the problem — often the entity signals are. AI is not sure which name, website and business description belong to the same company.

Real examples: soon after New Win Tec Company Limited (LEEO vehicle tail lifts) launched, Google AI Overview mistook it for a laundry company and could not find the official website. Mainland medical brand yoyolink was written as "YOLO-LINK" by Doubao and described as having "no official website and no registration certificate". Both were fixed by repairing entity signals.

How AI identifies your company

AI engines collect data about one entity from many sources:

Official website (About, contact, product pages)
Directories, company registries and professional platforms
News, client websites and social profiles
Structured data (Organization, sameAs, trademark or certification records)

They then align attributes — name, address, phone, business scope, related brands. When sources conflict, AI tends to favour the version with the most corroboration or the most recent one. If the wrong data is more consistent than the right data, AI gets it wrong.

6 fixes you can ship

Build an official name matrix: legal name, English name, local-language name, brand names, product names and former names — clearly marked with the canonical one.
Keep NAP consistent everywhere: the same company name, address and phone on your site, footer, About and contact pages, and across directories.
State the brand-to-company relationship: sentences like "GNS-GEO is a brand of GNS Technology Limited" on the About page, footer and structured data tell AI the names belong to one entity.
Connect product brands and manufacturers: a product brand site (e.g. LEEO) should name the operating company, and the corporate site should list the product brand.
Complete the structured data: Organization + sameAs pointing to your site, directories and social profiles; add verifiable links for trademarks, certifications or government records.
Clean up former identities: 301 old names and old URLs to the new pages so AI does not see two conflicting sets of facts.

How to verify AI knows you

Build a fixed question set:

"What does [legal company name] do?"
"What is the official website of [brand name]?"
"Where is [company name] and what is its phone number?"
"Are [former name] and [current name] the same company?"

Ask each one in Gemini, Doubao and other engines; record the attributes and cited sources with dated screenshots. A before/after comparison is the most direct verification.

Common mistakes

The brand name appears on the site but is never linked to the company name
The official page is a slogan with no legal name or business scope
Directories still show the old address or company name
Company names differ between language versions
An old website still exists with conflicting facts

Next step

If you are not sure how AI describes your company today, run an entity check: query the main AI engines with a fixed question set, compare against your official facts, then work through the six fixes. To find the gaps faster, start with the free AI visibility report or read the E-E-A-T guide to understand the trust signals AI uses.