Analyzing TikTok Viral Hits with Claude for Just $0.003/Call

Scobleizer · x · 2026-08-12

A developer shared a TikTok analytics agent built on Claude. The tool reads an entire niche in one call, spots outlier videos, and explains why they went viral.

The workflow is extremely cost-effective: niche scans and creator history cost $0.0015 each, totaling just $0.003 per run with no subscription required. In a real-world test, it successfully identified a video that garnered over 2.85 million plays (48x the creator's median) from an account with only 23k followers.

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