# Free TikTok Shop analytics first · GMV Ledger > Source: https://gmvledger.cc/best/tiktok-shop-analytics-tools Product research ## Free TikTok Shop analytics first Picking a product from TikTok Shop analytics tools means trusting an estimated GMV. Start with Seller Center for your own shop, use EchoTik's free plan to browse the market, and add FastMoss or Kalodata when you need creator contacts, ad or LIVE research, or a longer history. [Compare FastMoss and EchoTik](/compare/fastmoss-vs-echotik) By [Nora Whitfield](/authors/nora-whitfield), Editor covering seller tools and fee calculators. Updated 2026-10-21. **Disclosure:**We may earn a commission when you buy through links on this page. It never affects our rankings. [How we research](/methodology). ### What counts as a TikTok Shop analytics tool Shop Analytics in Seller Center is your own store's revenue report. [TikTok's Seller University](https://seller-us.tiktok.com/university/essay?knowledge%5Fid=813364865828654) describes the module as the place that replaced Homepage and Growth Insights, built to show the shop's core revenue metrics. On the US version, GMV equals the list price multiplied by the number of items sold, plus the shipping fee, after seller-funded discounts, platform-funded discounts and tax are taken off. TikTok calculates that at payment, and canceled and refunded orders stay in the total. Commission-related metrics sit in the Affiliate Center, on that same page. [Our guide to GMV in Seller Center](/guides/what-is-gmv-tiktok-shop) shows where that module sits. Kalodata, FastMoss and EchoTik estimate sales at other shops, on other products and for other creators. A seller who only needs last week's revenue on their own listings already has that figure in Shop Analytics. ### What you get from a free TikTok Shop analytics tool Shop Analytics is included with a seller account. It shows your revenue, your orders and the commission view in Affiliate Center. EchoTik lets you keep browsing product lists after a Kalodata or FastMoss trial ends, with a cap on how many lists you can open. Market dashboards and influencer contact emails are on EchoTik's paid plans. Kalodata and FastMoss each offer a seven-day trial. [FastMoss's pricing page](https://www.fastmoss.com/pricing) says new users get that week with no credit card and no auto-renewal, and with no charge afterwards. Kalodata's trial runs seven days without a credit card as well. After that week, wider browsing means paying, or staying on EchoTik. ### When a TikTok Shop product research tool is worth the fee A paid plan earns its fee when you are studying a competitor's shop, vetting a creator you have not worked with, or reading LIVE and ad libraries outside Seller Center. Creator contacts, and a longer history than the free list views allow, come with that paid plan too. [EchoTik's data note](https://echotik.live/blog/data-tiktok-shop/) says the figures come from public channels and should not be used for partner commission settlements or performance evaluations. Sellers discussing these dashboards treat the GMV figures as estimates. Public replies attributed to Kalodata describe creator-level numbers as modeled, and point to a product GMV filter for a closer view. Other sellers report a Kalodata sales total that does not match Seller Center on their own listings. [Our methodology page](/methodology) explains the split: prices and limits come from vendor pages, and user reports show whether an estimate matches a shop's own orders. ### Kalodata for a longer look at sales history FastMoss's public comparison lists Kalodata at 200 million products, 250 million creators, 1,000 days of history and 15 TikTok Shop markets. Those figures are a competitor's description. The English pricing page asks you to sign up before showing prices, so the monthly rate shown here is for the Japan Starter plan. The [Kalodata review](/reviews/kalodata) and the [pricing page](/reviews/kalodata/pricing) spell out the plan limits. Image: kalodata.com #### Kalodata Japan Starter ¥7,800 a month on the 1 May 2026 list Trial Seven days, and no credit card is required Pay the Japan Starter price when you want a long sales history. [See pricing](https://www.kalodata.com/) ### FastMoss covers contacts and ads The homepage cites 620 million products, 380 million creators, 1,500 days of historical data and 20 markets, across products, shops, creators, LIVE and ads. The starter plan's daily limits are listed below. The public pricing page shows those limits, and the monthly amount appears at checkout. Higher tiers are in the [FastMoss review](/reviews/fastmoss). Image: fastmoss.com #### FastMoss Trial Seven days, no credit card, no auto-renewal Basic 90 days of history, 150 detail views a day per category, top 300, and 5 creator contacts a day Use FastMoss when you want creator contacts together with LIVE and ad research. [See pricing](https://www.fastmoss.com/pricing) ### EchoTik continues after the trial week Annual prices are listed below. The [EchoTik review](/reviews/echotik) covers the rest of the plan limits. Image: echotik.live #### EchoTik Yearly Free $0, Basic $9.90, Pro $19.10, Enterprise $29.10 a month Refund Full refund on selected paid plans for seven days Browse product lists on EchoTik before you pay for a higher plan. [See pricing](https://www.echotik.live/pricing) ### Shoplus is closed While Shoplus was live, [its FAQ](https://www.shoplus.net/) listed influencers, products, videos and shops as the main screens. It stopped operating on 19 September 2026\. Refunds to active paid users ran until 4 October. [Our Shoplus review](/reviews/shoplus) documents the shutdown and that refund window. The [alternatives page](/alternatives/shoplus) names a current tool for each of those screens. ### After the product is chosen, creator outreach is next Once you have chosen a product in one of these dashboards, you still need creators to promote it. Choosing invite caps, per-shop billing and retention tools is a separate decision. [Our affiliate software guide](/best/tiktok-shop-affiliate-software) compares those tools by how they count invites. The [main TikTok Shop tools roundup](/best) ranks each tool by the job it does. ### My take I'd start with Seller Center and EchoTik. I'd move to FastMoss for creator contacts or ad and LIVE research, and to Kalodata when the Japan Starter price fits a history-first search. [Compare FastMoss and EchoTik](/compare/fastmoss-vs-echotik) ### Related reading * [Compare FastMoss and EchoTik](/compare/fastmoss-vs-echotik) * [Kalodata review](/reviews/kalodata) * [FastMoss review](/reviews/fastmoss) * [EchoTik review](/reviews/echotik) * [What GMV means in Seller Center](/guides/what-is-gmv-tiktok-shop) * [TikTok Shop holiday shipping deadlines](/guides/tiktok-shop-holiday-shipping-deadlines) ### Sources * [TikTok Shop Analytics, Seller University](https://seller-us.tiktok.com/university/essay?knowledge%5Fid=813364865828654) * [FastMoss homepage](https://www.fastmoss.com/) * [FastMoss pricing](https://www.fastmoss.com/pricing) * [FastMoss comparison with Kalodata](https://www.fastmoss.com/vs/kalodata) * [EchoTik pricing](https://www.echotik.live/pricing) * [EchoTik on data precision](https://echotik.live/blog/data-tiktok-shop/) * [Shoplus homepage](https://www.shoplus.net/) Written by Nora Whitfield Editor covering seller tools and fee calculators Nora Whitfield edits GMV Ledger's reviews, comparisons and calculators. She reads each vendor's pricing page, feature pages and help docs, then seller forums and review sites, and notes when a price or a limit should change what a seller buys. She checks fee figures against TikTok Shop's Seller University pages before they reach a calculator. [nora@gmvledger.cc](mailto:nora@gmvledger.cc) Last checked 2026-10-21 --- [ GMV Ledger](/) Independent comparisons of the software TikTok Shop sellers in the US, UK and EU use for product research, creator outreach and store integrations, plus free fee and profit calculators built on TikTok Shop's published rates. 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