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Choosing a tool

Which tool does your question need?

Market-analytics tools answer “what is selling right now”. This app answers “what do I film next, and what did the last clip actually pay”. Both are real questions. They are not the same question, and no honest tool answers both from the same data.

If your question is about the market

“What is selling right now, and who else is selling it?”

Use a market-analytics tool. They index the whole platform from public sources — products, shops, creators, videos — and hand you an answer in minutes. We hold no licence to that data and have never collected it: this app knows only the products in the file you imported yourself.

If your question is about your channel

“What do I film tomorrow, and what did last week's clip pay me?”

That is this app. It starts from who your channel is, turns a product into an angle, a storyboard, on-screen text and a basket, checks the wording against Thai advertising rules before it goes out, then reads your own commission report back — money you can look up in your own portal.

Most creators have both questions, usually in that order. The rest of this page is about where the line between them falls — including the parts where we would rather send you elsewhere.

The line, in their own words

The clearest sentence about where market data stops was not written by us. A market-analytics company publishes it on its own Thai-language site.

โปรดอย่าใช้ข้อมูลของเราเป็นเกณฑ์ในการตัดสินใจที่ต้องการความแม่นยำสูง เช่น การกำหนดยอดชำระค่าคอมมิชชั่น หรือการประเมินผลการปฏิบัติงานของพันธมิตร

“Please do not use our data as the basis for decisions that require high accuracy — for example setting commission payouts, or evaluating a partner's performance.”

Kalodata's Thai-language site (kalodata.com/th), read on 10 August 2026. Left in the original above on purpose: a translation between quotation marks would be our words in their mouth.

Publishing that sentence is a responsible thing to do, and it is why we can recommend such tools without hedging. Their figures are estimated from outside the shop, which makes them excellent for seeing where demand is moving and unfit for deciding what anyone is owed. A tool that states the limits of its own numbers is a tool you can use safely.

Our numbers have the opposite shape and the opposite limits. Every baht this app reports comes from the commission report you export yourself, matched back to a clip by an identifier we placed in the link. That makes it narrow, slow to fill, empty on your first day — and checkable line by line against your portal. Wide and approximate, or narrow and checkable: neither can be turned into the other.

What to use for what

Five things to go and get elsewhere, five things this app was built for. Same size, same page — and the column that sends you away is printed first.

Go elsewhere for

  • Finding a product when you have none

    The most common reason creators pay for analytics, and the thing we cannot do at all. Our catalogue is the Product Feed you export from your own affiliate account — about a million Shopee rows if you import the global file — and outside it, as far as this app is concerned, nothing exists.

  • Watching a competitor's shop

    Category leaderboards, a shop's sales curve, which of a rival's listings climbed this week. We have no route into anybody's data but yours, and building one is not waiting somewhere on a roadmap.

  • Taking apart somebody else's viral clip

    Analytics tools index public videos and ads across the platform and will show you what is working in your category right now. This app only takes apart clips you posted yourself — there is no field anywhere in it that will accept another person's link or handle.

  • Finding creators to hire

    A searchable creator database with exportable contact details is somebody else's product, built on data we have no right to. If you are a brand looking for people to work with, we are the wrong shop — and we would rather say that than sell you a thin imitation of theirs.

  • What the whole market's LIVE is doing

    Which livestreams convert, at what hours, in which categories, at what average order value. This app cannot see TikTok at all: the follower number on your milestone card is one you typed in yourself, and the card says so on its face.

Come here for

  • Deciding what to film tomorrow

    It starts from your channel's identity — who is speaking, to whom, in what voice — then turns the product you chose into an angle, a hook from nine openings, a storyboard with on-screen text, a voice-over script, a basket name and a seven-point SEO check. A morning of work becomes one screen you can argue with.

  • Money you can check against your portal

    Clicks are counted by our own short link. Commission is read from the report you export from your affiliate account and matched to the clip by the sub_id inside that link. Pending and validated are shown as two figures and never added together, because they are not the same money.

  • A pre-flight check against Thai ad law

    Before copy goes out, a deterministic gate reads it against a corpus of Thai advertising rules: AI disclosure, prohibited claims, licence-required categories, influencer disclosure. No language model is involved, so the same text always produces the same findings — and a rule we could not verify from a primary source is allowed to warn but is structurally unable to block.

  • Taking apart your own winner

    When one of your posts clears the floor — five validated orders, above the commission threshold, no simulated data — the app can pull its shape back out: where the hook ended, where the turn was, where the ask landed. That shape becomes an option for the next script, never an automatic template.

  • The next episode, not a one-off

    Work here is a series with a memory: yesterday's result is an input to today's plan, and a series you walked away from can be picked up where you left it. Everything exports in a form you can carry into CapCut, Canva or anywhere else — nothing here holds your work hostage.

How we know what the other tool does

We read their public pages in Thai and English on 10 August 2026 and checked our own side against our code rather than our marketing. We have never been paying customers of theirs. If we have described their limits wrongly, the mistake is ours and we want to hear about it: quoting a company's own words is fair, guessing at their product is not.

Using both, in the order that works

If your budget covers one subscription and it is not ours, that is a reasonable call in month one. Here is the sequence we would actually recommend — including the step where you are not using this app at all.

  1. 1Find the product where the data isUse a market tool — or your own eyes on the For You feed, which costs nothing — to pick a category that is moving and a product you would genuinely use yourself. This app has no opinion at this stage, because it has no data at this stage.
  2. 2Bring it back into your own portalClaim the product inside your affiliate account and export your Product Feed. That file belongs to you, which is exactly why we can index it without scraping anyone: import it here and the product becomes something the app can build on.
  3. 3Make the thing, and get it past the gateAngle, storyboard, on-screen text, voice-over, basket, SEO — then the compliance pass, then you press publish yourself. TikTok's rules do not allow unattended posting, and this app is built so that path cannot even be expressed.
  4. 4Let the result choose the next episodeImport your commission report. Clips that earned turn into structures you can reuse; clips that did not stay on screen instead of quietly disappearing. That loop is the whole product, and it is the part a market tool has no way to see.

What we will not build, even though it is a gap

Every item here is a real hole in this product and a real reason to pick a different tool. They stay holes on purpose, and it is easier to say why now than to explain a reversal later.

We will not scrape TikTok

Scraping breaks the platform's terms, and it would void the single property everything else here stands on: that every number can name where it came from. A scraped figure has no owner and no receipt.

We will not build a creator database

It is the obvious way to sell something to brands, and it is assembled out of people who never agreed to be listed. We have no rights to that data and no intention of acquiring them. If that costs us the agency customers, it costs us the agency customers.

We will not print a number nobody counted

No estimated sales, no projected earnings, no “creators like you make ฿X a month”. If we did not count it, or read it out of a report you handed us, it does not go on a screen — and the fields that carry that distinction are required in every API response, not optional.

We will not promise you views

No viral guarantee, no best hour to post inferred from other people's channels, no follower forecast. The milestone card will not even extrapolate the number you typed into it, because arithmetic on an unmeasured number produces an unmeasured number.

We will not press send for you

The app prepares the post, checks it, and hands it over. It does not auto-publish to TikTok: the platform's rules forbid unattended posting, and the code will not even hold a configuration that says otherwise.

None of these is a roadmap item waiting for engineering time. Each one is something this app would have to stop being in order to have.

How to check any of this

Claims like the ones above are worth exactly as much as your ability to test them. Five places where the honesty is a mechanism rather than a promise.

  • Every figure travels with its provenance

    Each API response carries the level of evidence behind its numbers, whether any causal claim is being made, and whether the data was simulated. A new route that fails to declare those fields fails the build — so “we forgot” is a red test rather than a quiet overclaim.

  • The app says “not enough data” out loud

    When a comparison has too few samples to detect the effect it is looking for, the readout refuses to call a result instead of leaning toward the flattering side. That refusal is a field in the payload, so the interface cannot round it away.

  • A winner has a floor, and the floor is a number

    A post counts as proven at five validated orders, above the configured commission floor, with simulated data excluded — and that threshold is computed in exactly one place, so nothing downstream can quietly adopt a friendlier one. A single lucky sale is not a formula.

  • The model writes prose, never figures

    Where AI drafts a rationale or takes a clip apart, any sentence carrying a digit — or a number spelled out as a word — is dropped before it reaches you. It costs us the occasional legitimate reference; it buys the guarantee that no figure on your screen was invented by a language model.

  • Pending and validated are never added up

    Commission the platform has confirmed and commission still inside a review window are two figures, always. A single combined total would be a bigger number, and it would be a different kind of number.

So — is this your tool?

If you are still looking for something to sell, go and find it — come back when you have the product and the file. If you already know what you are selling and the hard part is making the clips and knowing which ones paid, that is the entire reason this exists. Both are fine answers to leave this page with.

Where this page's facts come from

Everything claimed about this app was read out of the code that implements it — the affiliate services, the compliance gate, the publishing package and the evidence schema — rather than out of a specification or a pitch. Everything said about market-analytics tools was read from their own published pages in Thai and English on 10 August 2026, and the one quotation is theirs, in the original. There is no number on this page that is not one of those two things.