All Projects
Research

Research Intelligence Engine

8 sources. Last 30 days. Synthesized into a brief you can actually use.

The Problem

Social listening across multiple platforms takes 1 to 2 hours per topic — and still misses what's actually driving conversation right now.

How It Works
1

Pull signal from 8 sources

ScrapeCreators and the X session API pull posts from Reddit, X/Twitter, YouTube, TikTok, Instagram, Hacker News, Bluesky, and the open web.

2

Filter for the last 30 days

Only content from the past 30 days is included. No stale takes. No recycled opinions from 2022.

3

Synthesize into a structured report

Claude reads across all sources and writes a brief covering key themes, top posts, emerging debates, and usable content angles.

4

Cache for downstream use

The research output is saved as a structured file — ready to feed into the LinkedIn Content Engine, Newsletter Automation, or cold email generation.

Outcomes
  • Full research brief across 8 sources in under 10 minutes
  • Replaces 1 to 2 hours of manual social listening per topic
  • Grounded in real community language — not GPT summaries of GPT summaries
  • Output feeds directly into LinkedIn posts, newsletters, and outreach copy
Stack
ScrapeCreatorsX session APIBrave SearchClaude APIPython

Want this built for your agency?

Book a 30-minute call. We scope it together and get moving.

Book a Call