Global AI Brand Visibility Monitoring Tool
0
Track how AI chatbots recommend your brand across 190+ countries and detect location bias in real-time.
Added Mar 21, 2026
13 signals
The Problem
AI chatbots like ChatGPT give fundamentally different brand recommendations based on user location — Nike in the US, Adidas in Germany, Asics in Japan. Global brands are blind to this because they test from a single office IP, seeing only their local results. Existing AI visibility tools use server-side APIs that strip away location context entirely, giving brands an incomplete and misleading picture of their AI share-of-voice worldwide.
Potential Solution
Detailed solution approach available for premium members.
Why Now?
Market timing analysis available for premium members.
Visual proof that ChatGPT has a massive "Local Bias" (Nike vs Adidas vs ASICS)
Most AI visibility tools use server-side APIs to check rankings. The problem? They miss the **Location Context.** I tested this with **Radarkit** (my tool that uses real browser sessions). As you can see in the image: A user in Germany gets a totally different answer than a user in New York. If you are an international brand and you aren't tracking locally, you are flying blind. Looking for feedback from the community https://preview.redd.it/0sxtyqt8rf3g1.png?width=1270&format=png&auto=webp&s=45f250a7a34f0ef862fd557eb97c9619db156036
Visual proof that ChatGPT has a massive "Local Bias" (Nike vs Adidas vs ASICS)
Most AI visibility tools use server-side APIs to check rankings. The problem? They miss the **Location Context.** I tested this with **Radarkit** (my tool that uses real browser sessions). As you can see in the image: A user in Germany gets a totally different answer than a user in New York. If you are an international brand and you aren't tracking locally, you are flying blind. Looking for feedback from the community
Visual proof that ChatGPT has a massive "Local Bias" (Nike vs Adidas vs ASICS)
Most AI visibility tools use server-side APIs to check rankings. The problem? They miss the **Location Context.** I tested this with **Radarkit** (my tool that uses real browser sessions). As you can see in the image: A user in Germany gets a totally different answer than a user in New York. If you are an international brand and you aren't tracking locally, you are flying blind. Looking for feedback from the community https://preview.redd.it/03hfennosf3g1.png?width=1270&format=png&auto=webp&s=ffab63bdb99539e29411cc510f246e128f968d80
Visual proof that ChatGPT has a massive "Local Bias" (Nike vs Adidas vs ASICS)
Most AI visibility tools use server-side APIs to check rankings. The problem? They miss the **Location Context.** I tested this with **Radarkit** (my tool that uses real browser sessions). As you can see in the image: A user in Germany gets a totally different answer than a user in New York. If you are an international brand and you aren't tracking locally, you are flying blind. Looking for feedback from the community https://preview.redd.it/0sxtyqt8rf3g1.png?width=1270&format=png&auto=webp&s=45f250a7a34f0ef862fd557eb97c9619db156036
Visual proof that ChatGPT has a massive "Local Bias" (Nike vs Adidas vs ASICS)
Most AI visibility tools use server-side APIs to check rankings. The problem? They miss the **Location Context.** I tested this with **Radarkit** (my tool that uses real browser sessions). As you can see in the image: A user in Germany gets a totally different answer than a user in New York. If you are an international brand and you aren't tracking locally, you are flying blind. Looking for feedback from the community https://preview.redd.it/0sxtyqt8rf3g1.png?width=1270&format=png&auto=webp&s=45f250a7a34f0ef862fd557eb97c9619db156036
+23 more signals