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TikTok Trends Analyzer
AI-powered trend analysis tool that surfaces emerging TikTok content patterns.
In Progress
PythonNext.jsAnthropic ClaudeTypeScript
Overview
An AI-powered analytics tool that analyzes TikTok content trends using Claude AI to categorize, summarize, and surface emerging patterns across niches. Helps creators and marketers understand what content formats and topics are gaining traction before they peak.
Key Features
- Claude AI categorizes and summarizes trend data across content niches automatically
- Surfaces emerging patterns before they peak — early signal detection for creators
- Structured JSON output pipeline for reliable AI-powered data extraction
What I Learned
Structured JSON prompting with Claude requires greedy regex extraction — naive markdown stripping fails on complex responses
Trend analysis benefits from comparing velocity (rate of growth) not just volume