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I vibe-coded this internally a few months ago to help deal with search query reports: [https://autosqr.io/](https://autosqr.io/)
It lets you:
– Set up accounts (clients or internal accounts)
– Create a profile per account (including an auto fill which uses AI)
– Upload your search terms reports and run analysis
– It automatically categorises them into Irrelevant, Brand, etc. – and helps you see what’s actually helping you get conversions. It uses an LLM + external validation, like Google Searches or visiting websites, to work out what’s relevant and what isn’t.
I haven’t promoted it yet because it’s largely an internal tool. However I published it and bought a domain for it, as I thought other people might find it useful.
