TikTok Product Analyst

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Analyzes TikTok Shop products by breaking down traffic channels, sales momentum, review sentiment, and marketing attribution.

TikTok Product Analyst delivers in-depth competitive intelligence and performance analytics for specific TikTok Shop items by dissecting traffic channels across short videos, live streams, and influencer matrices. Designed for cross-border e-commerce sellers and digital marketers, it analyzes customer review sentiment, tracks ranking trajectories, and assesses sales explosive power to provide concrete, data-backed recommendations for inventory procurement and marketing budget allocation.

主要功能

01Generates data-backed procurement recommendations and ad budget allocations
02Deconstructs traffic attribution across short videos, live streams, and creator networks
03Evaluates customer sentiment and pinpoints top product quality issues from reviews
04Automates data export to structured spreadsheet files for multi-item analysis
05Tracks sales velocity, price history, and category ranking positions across regions
062 GitHub stars

使用场景

01Evaluating market momentum to set procurement quantities and advertising budgets
02Determining whether a trending TikTok product is driven by video ads or live shopping
03Auditing product review complaints to guide supplier selection and quality control