2026-08-16 · AI TikTok Analyzer Pro Team

Kalodata vs EchoTik (2026): Which Fits Your Team?

Disclosure: We make AI TikTok Analyzer Pro, which is not a data platform and competes with neither product here. It appears once, in the second-to-last section, for readers who conclude they don't need a database at all — weigh that recommendation accordingly.

Short version: Kalodata if your decisions turn on TikTok Shop revenue, since sales estimates, GMV trends, and commerce-based creator data are its core product, at published plans of roughly $12–297 per month. EchoTik if you want to prove the value before committing, since it publishes a set of free tools plus a cash-back affiliate program, with paid tiers you'll need to price on their site.

The two overlap enough that a feature checklist won't separate them. What actually decides it is narrower: how much you need commerce revenue data specifically, how much budget certainty you need up front, and how each platform covers your categories and regions — the last of which only a hands-on trial can answer.

Comparison at a glance

| Published pricing (as of Aug 2026) | ~$12–297/mo;. Both vendors change offers frequently; confirm on their own sites.

Kalodata in detail

Kalodata is a TikTok Shop analytics platform whose centre of gravity is revenue: product sales estimates, GMV trends, and creator performance measured by what they move rather than how many follow them. Published plans span roughly $12 to $297 per month.

Who it fits: e-commerce operators and affiliate managers whose weekly sentence is "show me the numbers on this product" or "did this creator actually sell anything." Vetting partners by commerce performance instead of follower count is a materially different — and usually better — signal for shop work, and that's the thing Kalodata sells.

Strengths: commerce depth as the product rather than a feature bolted onto social analytics; published pricing you can budget against without a sales call, which is less common in this category than it should be.

Trade-offs: that published range is very wide. The gap between the entry tier and the tier that covers your categories, regions, history window, and seat count is where the real cost lives, so price the tier, not the platform. And every figure in a product like this is modeled from observable signals rather than read from a merchant's books — directionally useful, not audited. If your team never asks a revenue question, this is an expensive way to look at creator profiles.

EchoTik in detail

EchoTik pairs TikTok analytics with a creator platform, and its most distinctive commercial habit is how much it gives away before asking for money: a set of free tools on the site, plus a cash-back affiliate program for people who recommend it professionally. Paid access is tiered; we quote only figures we can verify, so check their pricing page for current numbers.

Who it fits: teams that have been burned by a subscription nobody opened after month two, and agencies that want to test a dataset against a live client question before putting it in a budget. The free tools aren't a gated demo — they're usable answers to real questions, which makes the evaluation honest.

Strengths: a genuine free on-ramp; a partner program that returns money if tool recommendations are part of your work; a product that spans creator discovery and analytics rather than sitting purely in shop revenue.

Trade-offs: the free tools and the paid platform are separate products, and it's easy to judge the subscription by the widgets. Pricing not being published in a form we could verify also means budget conversations start with a quote request, which is friction Kalodata doesn't impose. Breadth has a cost too: if your only question is TikTok Shop GMV, a platform built specifically around that will usually go deeper.

Head-to-head: the dimensions that decide it

Data focus. This is the real fork. Kalodata leads with shop revenue — sales, GMV, commerce creator performance. EchoTik spans analytics and creator discovery with commerce as part of the picture. Choose by the question you ask weekly, not the one you ask twice a year.

Pricing transparency. Kalodata publishes a range you can plan around, even if it's a wide one. EchoTik's tiers need checking on-site. Neither approach is a red flag, but if you're building a budget before you can trial anything, published numbers are worth something on their own.

How you evaluate before paying. EchoTik hands you a set of free tools; you can form an opinion this afternoon. With Kalodata, the published entry price is low enough that a short paid trial is a plausible evaluation route in itself. Both are workable — the difference is whether you'd rather spend an hour or a month's entry fee to find out.

Partner economics. EchoTik's cash-back affiliate program is a real consideration for agencies and consultants who recommend tools as part of the engagement. We couldn't verify an equivalent for Kalodata; check if it matters to you.

Coverage in your niche. The dimension no comparison article can settle, including this one. Both platforms model data, and their accuracy varies by category and region. Run the same ten lookups on both — your products, your competitors, your markets — and compare outputs directly. If one is consistently closer to numbers you can independently verify, that's your answer, and it outweighs every other row in the table above.

How to choose

1. Write down your five most recent questions. Count how many contain "GMV," "revenue," or "units." Three or more points to Kalodata.
2. Start with EchoTik's free tools regardless. They cost nothing and calibrate your sense of what platform data adds. Worst case, you learn your questions don't need a subscription.
3. Price the tier you'd actually buy on both. Not the entry price. Include seats, regions, and history depth.
4. Run the same ten lookups on each. Coverage in your categories decides more than any feature list.
5. Set a usage review at 30 days. A database nobody opens is the most expensive item in a marketing stack, and cancelling early is cheaper than renewing out of inertia.

If neither clears the bar, FastMoss ($29–199/month, strongest on regional rankings) and Shoplus are the adjacent options worth trialling in the same round.

If your work never touches GMV

Some readers reach this point and realise the honest answer is "neither." Their actual job is content research on public creator pages: which videos overperformed, what the first three seconds do, what the comments keep asking for, and how to turn that into a brief. No sales estimate is involved at any step, and a commerce database is simply the wrong purchase.

That's the niche our tool works in. AI TikTok Analyzer Pro is a browser extension for Chrome, Edge, and Firefox, plus a web workbench, operating on public TikTok pages: sort and filter a profile's videos by plays, likes, comments, or date; batch-download authorized content; pull subtitles and AI voice transcripts as SRT or TXT; translate subtitles and public comments across nine languages; export comments to Excel or CSV; and run AI analysis on comment themes and sentiment, script structure, and hooks. It starts on a free quota, with Plus at $19.9/month and Pro at $49/month.

Free pages, no install required: TikTok Shop video research, TikTok comment analysis, and compare TikTok creators.

It contains no sales data whatsoever. If GMV drives your decisions, go back to the two platforms above — that's what they're for.

FAQ

Which is cheaper, Kalodata or EchoTik? Kalodata publishes plans from roughly $12 to $297 per month. EchoTik's tiers aren't published in a form we could verify, so a direct price comparison isn't possible from public pages — request their pricing and compare the tier you'd actually buy.

Which is better for TikTok Shop GMV and sales data? Kalodata. Shop revenue is its core product rather than one module among several.

Does EchoTik have a free version? It publishes a set of free tools, which is not the same as free access to the paid dataset. They're enough to judge whether the category is worth paying for.

What if I need regional rankings by country? That's FastMoss's visible strength, at $29–199 per month. Worth adding to the same trial round if market-by-market leaderboards are a weekly need.

Do I need a data platform at all for creator research? Only if your decisions depend on revenue estimates or large leaderboards. For studying public profiles, videos, hooks, and comments, browser-side tooling covers the job at a fraction of the cost — including free tiers.

About this comparison

This guide is published by the team behind AI TikTok Analyzer Pro. We compete with neither Kalodata nor EchoTik — our product is a browser extension for public-page research, not a data platform — but we do benefit if the second-to-last section describes you, so apply the same scrutiny you'd give any vendor's recommendation. All platform details and prices come from public pages as of August 2026 and change often; confirm on the vendors' own sites before buying. Kalodata, EchoTik, FastMoss, Shoplus, AlternativeTo, TikTok, Chrome, Edge, and Firefox are trademarks of their respective owners, used here only to identify the products. AI TikTok Analyzer Pro is an independent product with no affiliation to TikTok or ByteDance.