Power Your Brand with Chat Mention Testing
Chat Mention Testing is the systematic testing of whether — and under what prompts — a brand is mentioned by AI chatbots.
Viseebly is a tool built specifically for Chat Mention Testing.
Search rankings no longer tell the full story.
When users ask AI chatbots questions like:
"What should I use for this?"
"What's the best option?"
"Which tool is commonly used?"
Only a small number of brands are mentioned.
Most businesses have no visibility into whether they are included, excluded, or replaced in those answers.
Viseebly makes brand mentions in AI chatbot responses observable.
What Viseebly Does
Viseebly enables Chat Mention Testing by helping teams:
Test whether a brand is mentioned for real user prompts
Observe how the brand is mentioned when it appears
See which brands are mentioned instead when it does not
Track changes in brand mention behavior over time
This turns AI brand visibility from speculation into measurement.
Why Chat Mention Testing Matters
Chatbots do not return lists of links. They synthesize answers.
Brands are mentioned only when:
Naming them compresses explanation
They are known solution tokens
Mentioning them reduces uncertainty
If a brand is not mentioned, it is effectively absent from the decision process.
Chat Mention Testing reveals whether those conditions exist — and where they break down.
Chat Mention Testing vs Traditional Analytics
Traditional Analytics
"Can users find my website?"
Chat Mention Testing
"Do AI chatbots recall and mention my brand at all?"
Search performance, traffic, and rankings cannot explain:
Why competitors are named instead of you
Why AI answers change over time
Whether your brand is even considered an option
Chat Mention Testing exists to close that gap.
How Viseebly Works
Viseebly supports Chat Mention Testing by:
1. Define Prompts
Defining natural-language prompts users actually ask
2. Run Tests
Running structured tests across AI chatbots
3. Observe Mentions
Observing brand mentions, omissions, and substitutions
4. Track Patterns
Tracking patterns and changes over time
5. Review Results
Making AI brand behavior explicit and reviewable
Chat Mention Testing and Viseebly
Chat Mention Testing is the process.
Viseebly is a tool built specifically for Chat Mention Testing.
Its purpose is to help teams understand how AI chatbots treat their brand — and why.
AI chatbots are becoming the first stop for discovery.
If your brand is not mentioned, it is not part of the conversation.
Chat Mention Testing is how brands move from guessing to knowing.
Start with Chat Mention Testing
Understand whether AI chatbots mention your brand — and under what prompts.