Topic desk 02
Social intelligence
Public community, creator, trend, post, and audience research across Telegram, Reddit, Instagram, and TikTok.
Social guide 03 · 8 min read
A Reddit Research Workflow for Communities, Posts, and Viral Signals
How to structure public Reddit research around subreddits, posts, profiles, dates, source links, sampling limits, and reproducible topic analysis.
Social guide 02 · 9 min read
Instagram and TikTok Trend Research Without Vanity-Metric Traps
A source-aware method for comparing public creator and trend signals across Instagram and TikTok while controlling for time, discovery method, and incomplete metrics.
Social guide 01 · 9 min read
Telegram Community Research: Members, Chats, and Public Group Signals
A responsible workflow for Telegram community research using public or legitimately accessible member, chat, and group information with source evidence and scope controls.
The product layer
Find the matching live contract.
Filter the AgentX directory, open the current Actor page, and prove a narrow sample before scaling.