How to Measure What AI Actually Says About Your Brand | Free Open Source Tool

Описание: AI doesn't give the same answer twice. When someone asks ChatGPT or Gemini for recommendations in your category, the response is probabilistic. So the real question isn't "Are we in AI's training data?" - it's "How consistently does AI recommend us?"

This is the Dice Roller - a free, open-source tool that runs the same prompt multiple times and shows you exactly what AI says consistently versus what's just noise.

In this video:
00:00 - The AI consistency problem
01:05 - Live demo: Testing Bosch washing machines
03:30 - Understanding the results (Consistency Score, Semantic Overlap)
05:00 - Brand Stability Map analysis
06:30 - Strategic recommendations
07:30 - Documentation and GitHub walkthrough
09:00 - Getting started with the NPM package

Try it free: https://open.rankfor.ai/dice-roller
View the code: https://github.com/Rankfor/rankfor-open
Documentation: https://open.rankfor.ai/dice-roller/docs
Get your free Gemini API key: https://aistudio.google.com/apikey

This tool is part of the Open Rankfor.AI initiative - open research and tools to help you understand and improve your brand's AI visibility. MIT licensed, CC-BY 4.0 for research.

For marketers: See what AI believes about your brand before your competitors do.

For engineers: Full methodology documentation, TypeScript types, NPM package available.

If you discover something interesting, drop a comment or connect on LinkedIn   / dizhat  

#AIVisibility #OpenSource #MarketingTech #GEO #BrandStrategy #GenerativeAI