Thanks for bringing this up - I hadn't even thought about it. I found a few tools on github. I don't have any experience with them yet but I'll let you know how it goes once I try them
I’d look at open-source LLM visibility trackers on GitHub first. Some can monitor prompts and citations across AI search tools, but coverage varies. You can also build a basic tracker with a few target prompts and record which sources get cited over time.
I've been looking into AEO tools too. Honestly, I'd start with open-source options before paying for expensive platforms like Profound
The important thing is tracking how often your brand appears in AI answers and which sources are being cited. Some tools look impressive but don't provide much actionable data
I'd rather have a simple tool with reliable tracking than a fancy dashboard.
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