Sumble is one of my go-to data tools for GTM – great data quality and lots of interesting data points that are kind of a pain to find elsewhere.
I do find myself wanting to transform the data (especially the stuff in job descriptions) using an LLM, e.g. for scoring companies/contacts or looking for more subtle signals. Sometimes I do this manually but exporting a bunch of JDs from Sumble isn't possible AFAIK. Or doing it in Sumble would be great, too.
Awesome to see it on HN. Congrats on the launch!
Thanks! Job descriptions are included in job post CSV exports, which is the current only path for that workflow.
We're planning to make that workflow much better in four ways this year:
1. Adding an API to make it easier to consume the data programmatically (next 2 months)
2. Enabling running LLM's on tabular results on Sumble directly that would enable pulling in job description context into the LLM call
3. Experimenting with an MCP endpoint, to see if that's helpful for these workflows as well
4. Experimenting with adding Sumble scoring models