Hey Product Hunt!

I'm the maker behind BrandAware.app 🤖.

I built this because I believe LLMO (Large Language Model Optimization) is the new SEO. If you don't know how well AI understands your brand, you have a massive blind spot that will only grow as LLMs become the primary source of search and content creation.

🛠️ The Core Feature: Multi-Dimensional Scoring

The challenge was building a diagnostic tool that explains why a brand is fuzzy.

We rebuilt the scoring engine multiple times to give you an Enhanced Brand Strength Score based on four weighted dimensions:

Description Alignment: Does the AI interpret your brand description the same way you wrote it?

Competitive Confusion : Does the AI confuse your brand with competitors?

If the score is a certain threshold our system automatically flags it with an urgent warning.

Response Quality (20%)

Provider Consensus (10%)

This system moves beyond basic sentiment and gives you actionable insights, not just a number.

❓ My Ask

We're excited to start conversations around LLMO.

Do you agree that LLM understanding is the next essential metric for marketers?

Run a free audit and let me know if your brand's Alignment or Competitive Confusion score surprised you.

All feedback is welcome!

Thanks for checking out BrandAware! 🚀