2026-08-16 · AI TikTok Analyzer Pro Team

12 Free TikTok Analytics Tools in 2026

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"Free TikTok analytics" usually means one of four different things: a first-party dashboard from TikTok, a free calculator that a paid platform uses as a front door, an open-source utility, or a free tier with a quota. They're not interchangeable, and most listicles blur them.

This one is grouped by what kind of free each tool is, with a plain sentence on the job each actually does. Entries 9–12 are ours and flagged as such — last, not first.

One thing no free tool here does: sales data. More on that below.

Official TikTok tools

1. TikTok Creative Center

TikTok's own hub for advertisers, published free by the platform. It surfaces trending hashtags, songs, creators, and top-performing ads, with filters by region and time window. Some views ask you to sign in with a free TikTok account.

Use it when: you want trend signals from the source, before checking them against any third-party estimate.

Doesn't do: analysis of an arbitrary creator's back catalogue, or any export pipeline.

2. TikTok Creator Search Insights

An official in-app feature showing what people search for on TikTok, including gaps where demand exists but content is thin.

Use it when: you're deciding what to make next and want demand evidence rather than a hunch.

Doesn't do: competitor analysis, or anything outside the app.

3. TikTok's built-in account analytics

Free with a TikTok account: views, watch time, follower activity, traffic sources, and per-video performance — for your own account only.

Use it when: you're measuring your own content. It is the only source with your real retention data, and no third-party tool can see it.

Doesn't do: anything about accounts you don't own.

Free tools from commercial platforms

These are genuinely free to use and exist to introduce you to a paid product. That's a fair trade as long as you know it's the arrangement.

4. Countik's free tool set

Countik runs a set of small browser-based TikTok utilities — the sort of single-purpose calculators and lookups you use once and close.

Use it when: you need a quick one-off answer and don't want to install or sign up for anything.

Doesn't do: sustained research. There's no workspace, no history, no export pipeline across tools.

5. Exolyt's money calculator

Exolyt is a TikTok analytics SaaS that publishes a free earnings estimator.

Use it when: you need a rough ballpark for a creator's potential earnings in a pitch deck.

Doesn't do: produce actual earnings. It's a model applied to public numbers, not a measurement, and should be labelled as an estimate wherever you use it.

6. Exolyt's engagement rate calculator

Also free from Exolyt: engagement rate from public metrics.

Use it when: you want a consistent formula applied across a creator shortlist rather than everyone in your team calculating it differently.

Doesn't do: tell you whether that engagement is genuine. A rate is arithmetic; authenticity comes from reading the comments.

7. EchoTik's free tools

EchoTik is a TikTok analytics and creator platform with a paid core and a set of a set of free tools, plus an affiliate program paying cash-back.

Use it when: you want a spot check with a commerce-oriented platform's tooling before deciding whether its paid tier is worth it.

Doesn't do: deep work — the free tools sample the paid product, and its affiliate program means third-party reviews of it deserve a skeptical read.

Open source

8. yt-dlp

A command-line downloader with roughly 185,000 GitHub stars, supporting a very wide range of sites. Free forever, no account, no quota.

Use it when: you're comfortable in a terminal, you want scriptable downloads, and you're working with content you have the right to use.

Doesn't do: any analytics whatsoever, and there's no graphical interface. It downloads. That's the tool. If a "free TikTok analytics" list tells you yt-dlp analyzes anything, that list wasn't checked.

Our free web tools

Disclosure: entries 9–12 are made by us. They're free to use in the browser; the browser extension they connect to has a free quota with paid plans above it. Judge them on the same criteria as everything above.

9. TikTok video sorter

TikTok's native profile grid gives you reverse-chronological posts and a coarse Popular tab — there's no way to sort a creator's videos by exact plays, likes, comments, or date. The video sorter does that sort on any public profile.

Use it when: you need a creator's actual top posts, or their recent median, without scrolling several hundred videos.

Doesn't do: anything private. Public pages only.

10. TikTok comment exporter

TikTok has no comment export. The comment exporter pulls a public thread into Excel or CSV.

Use it when: you want to count things — recurring objections, questions, competitor mentions — rather than skim the top eight comments.

Doesn't do: private or restricted content, and it isn't a database to hoard. Scope exports to a research question.

11. TikTok comment translator

TikTok translates comments one at a time, by tap. The comment translator handles a whole thread across nine languages: English, Simplified Chinese, Traditional Chinese, Japanese, Korean, Vietnamese, Indonesian, Spanish, Portuguese.

Use it when: you're selling cross-border and a thread is in a language you don't read.

Doesn't do: slang, sarcasm, and register — machine translation flattens all three. Get a native speaker to check anything you'll spend money on.

12. TikTok subtitle downloader

The subtitle downloader returns SRT or TXT, with AI transcription for videos that have no uploaded captions.

Use it when: you want a video's words as text — for hook analysis, for a script swipe file, for checking what a creator actually claimed on camera.

Doesn't do: guarantee accuracy on heavy accents, slang, or loud backing tracks. Check against the audio before quoting anyone.

Also free on the same workbench and worth knowing about: a hook analyzer and script analysis for structural breakdowns, bulk download for content you're authorized to use, and a hashtag generator for tag drafting.

What none of these do: sales data

Every tool above analyzes content, audience, or trends. None of them tells you what sold.

If your question is GMV, unit volume, product-level revenue, or which creators actually move inventory, that's a TikTok Shop commerce database. As of August 2026, Kalodata runs roughly $12–297 per month and FastMoss roughly $29–199, with FastMoss known for regional leaderboards and reports; EchoTik and Shoplus also publish TikTok Shop analytics. Pricing and tiers change — verify current plans before subscribing.

We don't provide sales data, and no free tool on this list does either. If you're vetting creators for a paid partnership, the honest answer is that you likely need both kinds of tool: a commerce database for the sales question, and content tooling for the "will this audience actually respond" question.

Pick by job

Reading any "free tools" list, including this one

Free tiers move. Everything here was checked in August 2026. Quotas tighten, tools get paywalled, features ship. Verify before you build a process on one.

Estimates aren't measurements. Any tool giving you a creator's earnings or revenue from public data is modelling, not reporting. Label estimates as estimates in anything that goes to a client.

Affiliate incentives shape recommendations. Several TikTok tools run affiliate programs — EchoTik's pays cash-back, and it isn't alone. That doesn't make a tool bad; it does mean enthusiastic reviews deserve a look at the reviewer's disclosure. Ours is at the bottom of this page.

Free doesn't mean unlimited or unconditional. Whatever tool you use, only download and reuse content you have the right to use, and stay within each platform's terms.

FAQ

Which of these is best for competitor research? No single one. Creative Center for trends, a sorter for finding a competitor's real outliers, comment export for what their audience says. The stack matters more than any individual pick.

Is there a free tool that shows another creator's follower demographics? Not accurately. Detailed audience demographics come from a creator's own analytics, which only they can see. Third-party demographic figures are inferred, and should be treated as such.

Can I get TikTok Shop sales data free? Not meaningfully. Some paid platforms show limited previews on free plans, but sales datasets are the product those companies sell.

Do I need the official tools if I use third-party ones? Yes. Creative Center and Creator Search Insights come from the platform itself. Use them as the reference point that third-party estimates get checked against.

How were these twelve chosen? Genuinely free to start, still working as of August 2026, and each doing one identifiable job we could describe honestly. Ours are included and disclosed; the rest we neither make nor earn anything from.

Disclosure: This guide is published by the team behind AI TikTok Analyzer Pro; entries 9–12 are our own free web tools. AI TikTok Analyzer Pro is a browser extension for Chrome and Edge plus a web workbench at tiktok.poviai.com, with a free quota and paid plans at $19.9 and $49 per month. It works on public TikTok pages and does not provide sales or GMV data. It is an independent product, not affiliated with, endorsed by, or sponsored by TikTok or ByteDance. TikTok is a trademark of ByteDance; Kalodata, FastMoss, EchoTik, Shoplus, Exolyt, and Countik are trademarks of their respective owners — all referenced for identification only. Prices and free tiers were checked in August 2026 and change without notice. Download and reuse only content you are authorized to use.