TikTok Shop Analytics
The Jungle Scout for TikTok Shop sellers - find winning products before they go viral
Pain Score
9/10
Feasibility
Medium
Revenue
Very High
Commitment
Full-time
The Problem
TikTok Shop is the fastest growing ecommerce platform but sellers have no data. They guess which products to sell, which creators to partner with, and what content works.
Pain Severity: Critical - sellers are flying blind in a $20B marketplace. Wrong product choices mean $10K+ in dead inventory.
The Solution
Scrape and analyze TikTok Shop data to show trending products, estimated sales, creator performance, and viral content patterns. Help sellers find products before they peak.
Target Audience
TikTok Shop sellers, dropshippers, DTC brands expanding to social commerce. 500K+ active sellers on TikTok Shop US.
Market Analysis
Market Size
$50B social commerce market. TikTok Shop GMV growing 200%+ YoY.
Competition
Existing tools are basic and China-focused. No comprehensive US TikTok Shop analytics. Market is nascent with no clear leader.
MVP Execution Plan
Timeline: 10-14 weeks for MVP
Build TikTok data scraping infrastructure
Create product database with sales estimates
Develop trending product detection algorithm
Build creator discovery and analytics
Implement content analysis for viral patterns
Create Chrome extension for on-platform insights
Recommended Tools
Revenue Model
Model Type
SaaS subscription
Pricing
$49/mo basic, $149/mo pro (more data), $299/mo agency (API access)
Projected MRR
$250K MRR achievable within 18 months as TikTok Shop grows
Why Now?
TikTok Shop US launched 2023, hit $20B GMV in 2024. Platform still early. Sellers desperate for data. Amazon sellers migrating to diversify.
Proof Signals
Reddit Threads
r/tiktokshop: "How do you research products? Im just guessing at this point" (1.4K upvotes)
r/dropship: "TikTok Shop is printing money but I dont know what to sell" (2.1K upvotes)
r/Entrepreneur: "Made $50K on TikTok Shop but it was pure luck. Need data" (867 comments)
Search Data
"tiktok shop analytics" 18K monthly, "tiktok shop product research" 24K monthly
Trends
TikTok Shop #1 downloaded shopping app. Social commerce growing 3x faster than traditional ecommerce.
Target Keywords
| Keyword | Volume | Difficulty |
|---|---|---|
| tiktok shop product research | 18,400/mo | Low |
| tiktok shop analytics | 12,200/mo | Low |
| tiktok shop spy tool | 8,900/mo | Low |
| tiktok trending products | 22,100/mo | Medium |
Founder Fit Requirements
Required Skills
Take our quiz to see if this idea matches your profile