Brand Disambiguation Check

Is This AI Report About Your Client's Business?

Before you act on an AI visibility identity finding, check whose business it describes. Four checks for agencies, in order, tested on a wrong-company audit.

Oct 15, 2026

What a Wrong-Company Audit Taught Us About AI Visibility

An AI visibility audit can look credible while measuring the wrong company. What one failure taught us about entity resolution and audit integrity.

Jul 31, 2026

What Does Grok Say About Your Brand? We Checked. It Got Ours Wrong.

Grok answers brand questions for 117M monthly users per the SpaceX S-1. We measured what it says, and it got our own brand wrong. Check yours today.

Jul 9, 2026

Brand Disambiguation: When AI Confuses Your Brand With Someone Else

When AI engines link your brand to the wrong same-named entity, you still get cited, but the citation points at someone else. Here is how brand disambiguation fails and how to fix it.

Jun 5, 2026

How to Use Radar: Free Check, Full Audit, and AI Visibility Fixes

How to use Radar as of October 2026: run the free technical check, unlock the full 13-tool audit, read the evidence in AI answers, and turn findings into fixes.

Mar 28, 2026

The AI Discoverability Stack: Four Features That Make Our Site Machine-Readable

Four features we built so AI agents and search engines can read our site directly: connected JSON-LD, an MCP endpoint, a knowledge API and one-source FAQ.

Mar 4, 2026

How We Built a Knowledge Graph That LLMs Actually Cite (With Real Data)

We built a cross-site knowledge graph connecting two domains via JSON-LD entity linking. Here is the architecture, the code patterns, and the real analytics from the first week.

Feb 25, 2026

Why does ChatGPT confuse my company with another?

ChatGPT confuses your company with another because it links your name to the wrong entity in its internal knowledge graph. This is brand disambiguation failure, not hallucination: the facts it returns may be accurate, just about a different company that shares your name. The fix is stronger entity signals, not more content.

Why does ChatGPT say wrong things about my company?

ChatGPT hallucinations about your company come from three sources: outdated or thin training data, confusion with similarly-named companies, and absence of authoritative web sources for ChatGPT to ground its answers in. Each source has a different fix.