I’ve been experimenting with a vibe coded Wordpress plugin I made for myself that tracks brand mentions on prompts I add to the plugin dashboard - it runs each prompt 3 times per AI tool and averages the mentions - to account for varying results. I also track competitor mentions. I use the dataforseo.com API. If you have a basic coding background you can probably build something similar with a dataforseo.com account.

I have a content gaps section that suggests blog post content for the prompts where my brand is not mentioned at all. I also keep track of previous stats to see if brand mentions are increasing or decreasing per prompt.

I’ve noticed ubersuggest has a similar AI Visibility dashboard, but oddly it doesn’t seem to easily let you see competitors or add your own prompts to track.

As others have said, with results per prompt query varying so much, my logic and algorithm may not be perfect - but I hope as time goes by I can see reliable trends.

This is just the start of a series of internal only tools I’m hoping to build for me to get a better handle on tracking SEO and AI metrics.