Contra - A professional network for the jobs and skills of the futureAutomating my dropshipping growth reports I recently worked on a project that automated my dropsh...
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Automating my dropshipping growth reports
I recently worked on a project that automated my dropshipping growth reports using n8n, Google Sheets, and Groq AI. It's been a huge help, I no longer have to spend hours tracking my metrics manually
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Maty's avatar
Combining n8n, Sheets and Groq for the analysis step is a smart way to keep this cheap to run compared to a full BI tool. How long did the workflow take to build end to end, and has it needed much maintenance since?
Pavlo's avatar
Took about half a day to build end to end — the trickiest part was structuring the AI Analysis prompt to return consistent JSON for the Format Report step. Maintenance has been minimal, just occasional tweaks when the sheet structure changes.
Maty's avatar
Half a day end to end is impressively efficient. Consistent JSON is always the part that looks simple until one response breaks the next step. Did you add schema validation or retries before the report formatter?
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