TikTok Shop tools compared
Kalodata alternatives: FastMoss, EchoTik and an AI research option
Kalodata, FastMoss and EchoTik are TikTok Shop analytics databases. They collect public TikTok Shop data over time and estimate sales, so you can browse rankings and history. Nolyn works differently: it answers a research question by querying live data across TikTok Shop, Amazon, Reddit and other platforms, and returns a sourced report. This page compares the four using what each official site states.
Nolyn makes one of the tools on this page. We list what each vendor publishes, and where Nolyn is the weaker choice.
The short answer
Side by side
- What it is
- TikTok Shop analytics database
- Data (as stated by the vendor)
- 200M+ products, 250M+ creators, 400M+ videos and livestreams
- History
- 1,000 days
- Pricing
- Shown after sign-in
- Free access
- 7-day free trial, no credit card
- Notable extras
- Video & ad and livestream analytics, AI tools, API
- Watch out for
- Sales and ad spend are model estimates; prices are not public
- What it is
- TikTok Shop analytics database
- Data (as stated by the vendor)
- 620M+ products, 380M+ creators, 20+ countries and regions
- History
- 90, 180 or 1,200 days by plan
- Pricing
- $49, $89 or $139 a month; yearly from $558 a year
- Free access
- 7-day free trial, no credit card
- Notable extras
- Chrome extension, creator contact info, MCP, CLI and API
- Watch out for
- Daily caps on detail views and searches below the top plan
- What it is
- TikTok Shop analytics database
- Data (as stated by the vendor)
- 1.8B+ product records, 1B+ influencer records
- History
- Last 30 days on Basic, 90 days on Pro
- Pricing
- $13.9, $29 or $57 a month; $9.9 to $29.1 a month billed yearly
- Free access
- Free plan with limited views
- Notable extras
- Browser extension, API, live stream monitoring
- Watch out for
- Influencer email export only on Enterprise
- What it is
- AI research agent across marketplaces and social platforms
- Data (as stated by the vendor)
- Live public data at research time from 17 platforms, including TikTok Shop, TikTok, Amazon, Shopee and Reddit
- History
- No stored history; each report is a dated snapshot
- Pricing
- $49 a month ($39 a month billed yearly); Scale $149 a month
- Free access
- 100 credits once on the free plan
- Notable extras
- Sourced reports, follow-up questions, scheduled tasks, outreach
- Watch out for
- No leaderboards or GMV estimates over time; TikTok Shop search covers the US, Mexico, Japan and six Southeast Asian markets
Checked on the official sites on October 11, 2026. Plans and prices change; confirm before you buy.
Sources: Kalodata 1 · Kalodata 2 · FastMoss 1 · FastMoss 2 · EchoTik 1 · EchoTik 2 · Nolyn 1 · Nolyn 2
Why sellers look for a Kalodata alternative
Common reasons are price, plan limits and fit. Kalodata shows its prices only after sign-in, so many sellers compare it with tools that publish theirs. Some need only a few lookups a week and do not want a full subscription. Others make decisions that depend on data outside TikTok, such as Amazon reviews.
The alternatives in detail
Kalodata (for reference)
Kalodata says its team collects public TikTok e-commerce data and refines it with AI models, and that transaction amounts and ad spend may differ from real figures. Its homepage lists 200M+ products, 250M+ creators and 1,000 days of history, with a 7-day free trial that needs no credit card.
FastMoss
A TikTok Shop analytics database with published pricing.
Strengths: Prices on the website; up to 1,200 days of history on Ultimate; creator contact information; Chrome extension; MCP, CLI and API access for developers.
Watch out for: Basic and Pro cap detail views and category searches per day, and keep 90 or 180 days of history.
EchoTik
A TikTok Shop analytics database with a free plan.
Strengths: Free plan; the lowest paid prices of the three; browser extension; API.
Watch out for: Basic shows only the last 30 days and Pro the last 90. Influencer emails can be exported only on Enterprise.
Nolyn
An AI research agent. You describe the decision, and it queries live data and writes a report with sources and collection times.
Strengths: One question can combine TikTok Shop listings, TikTok videos, Amazon reviews and Reddit threads. Numbers keep their source. The free plan includes 100 credits.
Watch out for: No leaderboards, stored history or GMV estimates over time. TikTok Shop search currently covers the US, Mexico, Japan and six Southeast Asian markets, not the UK or Brazil. Research uses credits.
How to choose
- Write down the three questions you need answered every week. If they are rankings and trends over months, you need a database with history.
- Compare daily limits on detail views and searches. Caps matter more than headline data counts.
- Treat sales and GMV figures as estimates. Kalodata says so in its own FAQ; ask any vendor how its numbers are modeled.
- If decisions also depend on Amazon reviews or Reddit, a TikTok-only database covers only part of the question.
- Use each free trial or free plan on a product you already know, and compare the numbers with what TikTok Shop shows.
Questions
Is there a free Kalodata alternative?
EchoTik has a free plan with limited views, and Nolyn's free plan includes 100 one-time credits. FastMoss and Kalodata both advertise 7-day free trials without a credit card.
Which is cheaper, Kalodata or FastMoss?
FastMoss publishes prices from $49 a month. Kalodata shows its prices after sign-in, so we have not listed them. Compare both pricing pages for your region and billing period.
Are the sales numbers in these tools accurate?
They are estimates built from public data. Kalodata's FAQ says transaction amounts and ad spend may differ from real figures and should not be used where high precision is required. Nolyn reports the sold counts TikTok Shop shows and keeps their definition and period when known; it does not estimate GMV.
Is Nolyn affiliated with Kalodata, FastMoss or EchoTik?
No. Nolyn is not affiliated with Kalodata, FastMoss, EchoTik or TikTok. Product names are trademarks of their owners.