If you are building a TikTok Shop analytics stack, you have probably seen both Dashboardly and FastMoss recommended. Here is the key thing to understand: these are not competing tools. They solve fundamentally different problems. One tracks what is selling across TikTok Shop. The other tracks whether your sales are actually profitable.
Dashboardly is a profit analytics platform. It connects to your TikTok Shop via official APIs and calculates your real net profit after every fee, commission, refund, and ad dollar. It answers: "Am I actually making money?"
FastMoss is a market intelligence platform. It tracks 50M+ products, 250M+ creators, and marketplace trends across TikTok Shop using scraped data. It answers: "What is selling and who is selling it?"
Think of it this way: FastMoss is your telescope — it shows you the landscape. Dashboardly is your accounting office — it shows you your actual numbers. Most serious sellers need both.
| Capability | Dashboardly | FastMoss |
|---|---|---|
| Your Store's Real Profit | Yes — verified via official APIs | No — estimates only |
| SKU-Level P&L | Yes | No |
| Marketplace Product Trends | No | Yes — 50M+ products tracked |
| Creator Database | No | Yes — 250M+ creators |
| Competitor Shop Tracking | No | Yes |
| TikTok Ads Integration | Yes | No |
| COGS & Expense Tracking | Yes | No |
| Inventory Forecasting | Yes | No |
| Customer LTV | Yes | No |
| Live Stream Analytics | No | Yes |
| Affiliate Commission Tracking | Yes — your actual commissions | Yes — marketplace-wide estimates |
| Team Collaboration | Yes | Yes |
| Detail | Dashboardly | FastMoss |
|---|---|---|
| Free Plan | No — 14-day free trial | Yes — limited features |
| Starting Price | $29/month | ~$77/month (Pro) |
| Enterprise | $399/month | Custom pricing |
Use Dashboardly when you need to answer questions about your own store:
"What is my true profit per SKU after all fees?" — "Which products are losing money after ad spend?" — "Am I going to run out of stock next week?" — "Which affiliate creators are profitable vs just driving volume?" — "What is the lifetime value of my customers?"
Dashboardly connects to your TikTok Shop, Ads Manager, and affiliate data to provide verified numbers based on your actual transactions. Learn more about the TikTok Shop metrics you should track.
Use FastMoss when you need to answer questions about the market:
"What products are trending this week?" — "Which creators drive the most GMV in my category?" — "What are my competitors selling?" — "Which niches are growing fastest?" — "What commission rates are creators charging?"
FastMoss scrapes TikTok Shop marketplace data to give you a bird's-eye view of trends, competition, and creator performance across the platform.
The most successful TikTok Shop sellers use market intelligence and profit analytics together:
Step 1: Use FastMoss to discover trending products and high-performing creators in your niche.
Step 2: Launch products and creator partnerships based on that research.
Step 3: Use Dashboardly to track whether those decisions are actually profitable after all real costs.
Step 4: Double down on what works, cut what does not — based on verified profit data, not estimated GMV.
For a deeper dive into how these tools fit into a complete analytics stack, read our guide to TikTok Shop analytics tools.
Comparing Dashboardly to FastMoss is like comparing a CFO to a market researcher. You would not ask your CFO what products are trending on TikTok. You would not ask a market researcher for your exact net margin per SKU. Both roles matter, but they answer completely different questions.
If you can only pick one, the priority depends on your stage. Pre-launch sellers need FastMoss for product research. Active sellers need Dashboardly for profit clarity. Scaling sellers need both.
Dashboardly connects to your TikTok Shop via official APIs to calculate real net profit per SKU. FastMoss tracks trending products, creators, and GMV across the entire marketplace using scraped data. One shows your profit; the other shows market trends.
Yes, and many sellers do. FastMoss helps you discover what to sell and which creators to partner with. Dashboardly tells you whether those decisions are actually profitable.
No. FastMoss shows estimated GMV and sales data scraped from TikTok. It cannot calculate your actual profit after fees, COGS, ad spend, and refunds. Dashboardly provides verified profit data from your store.
Dashboardly gives you verified profit per product, creator, and campaign — so you know which trends are actually making you money.
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