Export and rank your top-engaged handles into a spreadsheet

Executive Summary

Creators lack a simple way to export who they engage with most. Build a tool that automatically aggregates, ranks, and exports handles into CSVs or lists for relationship management and outreach. Creators are increasingly monetizing audiences and need repeatable outreach workflows - Stage 1 validation shows weekly recurrence and paid tool usage among creators. Decentralized platforms like Bluesky currently lack built-in exports, creating immediate demand. Modern platform APIs and headless scraping plus low-cost cloud data pipelines make it feasible to ingest interaction logs and produce ranked lists. LLMs and structured parsers can convert unstructured interaction records into normalized handles and categorize interactions, speeding productization of this niche workflow. Provide an automated engagement-to-contacts pipeline that ingests a creators activity logs, ranks handles by interaction frequency and recency, and outputs ready-to-use CSVs and CRM imports. Evidence from the Bluesky source shows creators explicitly asking for an exported spreadsheet or automated list of top-engaged handles. Combine lightweight connectors to social APIs and account-export workflows with an engagement graph stored per user to create a persistent data asset that improves recommendations over time.