As a product lead, I know that directory descriptions need to be punchy enough...

https://www.bookmarkidea.win/stop-relying-on-a-single-ai-for-high-stakes-work-suprmind-puts-gpt-claude

As a product lead, I know that directory descriptions need to be punchy enough to stop the scroll but transparent enough to build trust. Here are two versions based on your requirements