Kalodata is the best-known TikTok Shop analytics tool, but it isn't cheap. Paid plans start at about $50 a month, and there's no permanent free plan. If you're just starting out on TikTok Shop, or you want a second opinion on its data, there are good alternatives.
Here are the main ones in 2026, from free to premium.
The quick comparison
| Tool | Best for | Free plan | Typical price |
|---|---|---|---|
| Kalodata | Deep TikTok Shop sales data | Trial only | From about $50/mo |
| FastMoss | Kalodata-style data with longer history on top plans | 7-day trial | From about $49/mo |
| EchoTik | Cheapest paid option | Yes, limited | From about $14/mo |
| PiPiAds | Finding products through TikTok ads | Trial only | From about $49/mo |
| TikTok Creative Center | Free top ads and trending products | Free | Free |
Prices are approximate US monthly prices, checked October 2026. Annual billing is usually cheaper. Check each tool's site before you buy, since plans change often.
What Kalodata does well
Kalodata tracks sales on TikTok Shop. It shows the top products, the shops selling them, the creators driving sales and the videos and livestreams behind them. You can filter by category, region and date range to find products that are climbing.
Where it falls short: the entry plan limits how far back you can look and how many results you see. Serious research usually means a higher tier at about $110 a month.
FastMoss: the closest like-for-like alternative
FastMoss covers the same ground as Kalodata: products, shops, creators, videos and livestreams on TikTok Shop. Plans run about $49, $89 and $139 a month. Its top plan offers a longer data archive than Kalodata's.
Pick it if: you want Kalodata-level depth and want to compare data from a second source, or you need longer history.
Watch out for: the pricing is close to Kalodata's, so it's not the budget option.
EchoTik: the budget pick
EchoTik is much cheaper, with paid plans from about $14 a month and a free plan that allows a limited number of searches each day. It covers trending products, shops and creators.
Pick it if: you're testing TikTok Shop before committing, or you only check data a few times a week.
Watch out for: a lot of the "EchoTik vs Kalodata" content online is written by EchoTik itself. Try the free plan and judge the data yourself.
PiPiAds: start from the ads instead
PiPiAds is a TikTok ad spy tool, not a TikTok Shop analytics tool. It starts from ads rather than sales data. You search TikTok ads by keyword, engagement and run time, then see which products they're pushing.
Pick it if: you run paid TikTok ads and want to see which products and creatives are getting spend. Read our ad spy tool comparison for how it stacks up against AdSpy.
TikTok Creative Center: the free starting point
TikTok's own Creative Center shows top ads, trending hashtags, songs and some product categories. It doesn't give sales estimates, but it's free and comes straight from TikTok.
Pick it if: you're choosing your first product and don't want to pay for anything yet.
Which one should you use?
- Serious TikTok Shop seller: Kalodata or FastMoss. Both are worth it once you're testing products every week.
- Just starting out: TikTok Creative Center plus EchoTik's free plan.
- Running TikTok ads: PiPiAds alongside one of the analytics tools.
For a broader look beyond TikTok, see our best product research tools for Shopify.
Getting Kalodata for less
The Luxury Tools membership includes Kalodata and PiPiAds, along with WinningHunter, ShopHunter, AdSpy and more, for $29.95 a month. That's less than Kalodata's own entry plan. See what it includes for store owners or run your own numbers.