Research TikTok ads and videos in your category

Kite searches TikTok ads and organic TikTok videos in your category, picks out the ones brands keep running and the ones that far outperform their creator's usual views, and turns what they share into your first TikTok videos and ad copy.

Key Takeaways

  1. On TikTok, the best ads often look like ordinary posts, so researching a category means looking at paid ads and organic videos together. Studying only one of them gives you half the picture.
  2. Kite searches TikTok ads and organic TikTok videos using the words your buyers and competitors use for your product. For an online store, it can also look at the TikTok ads and videos tied to that store.
  3. Kite separates what's working from what's merely popular. For ads, it looks at which ones a brand keeps running. For organic videos, it compares each video's views with the same creator's other videos, so a small account's breakout counts as much as a big account's routine post.
  4. Kite reads what the videos and ads actually say. It groups them by the hook, the promise, and the format, and it quotes each offer word for word.
  5. Kite turns the research into your first TikTok work: video ideas that borrow a proven structure or hook, and TikTok ad text written to the platform's limits, ready for your review.
On this page

What does it take to research TikTok ads and videos in your category?

If you're thinking about TikTok and don't know what works in your category, the smart first move is to watch what similar brands already post before you make anything. TikTok rewards a particular kind of video, and the patterns differ a lot by category. A skincare brand, a project management tool, and a local gym will each find a different set of hooks and formats that hold attention.

TikTok gives you a few free places to look:

  • TikTok Creative Center. Its Top Ads section shows ads TikTok highlights, and you can filter them by industry, region, and campaign objective. Its Trends section shows popular hashtags, songs, and creators.
  • TikTok's Commercial Content Library. This is TikTok's public ad library. You can search it by advertiser name or keyword and see when each ad ran. It was built for European transparency rules, so it mostly covers ads shown in Europe.
  • TikTok search itself. Searching your product category in the app shows the organic videos people are watching on that subject.

The hard part isn't finding videos. It's making sense of them. Researching a category well takes four steps:

  • Choosing the right words to search. Broad words like "marketing" or "fitness" return lectures, courses, and noise. The words your buyers use for your product return the videos you can learn from.
  • Looking at ads and organic videos together. Many TikTok ads are creator-style videos that look like regular posts, and many brands test an idea as an organic post before they pay to promote it.
  • Telling what's working from what's just popular. An ad library shows what ran, not how it performed. A video with a million views from an account that always gets a million says less than a video with 200,000 views from an account that usually gets 5,000.
  • Turning patterns into your own videos. The research is only useful once it shapes the first videos and ads you make.

Each step is simple, but doing all four across dozens of videos takes hours of scrolling and note-taking, and most of it has to be repeated every few months. That makes it good work for an AI agent. It can run the searches, read every caption and ad, do the comparisons, and hand you a short list of patterns worth trying.

Kite is an AI marketer. It researches your business, builds a growth strategy, and ships the work that brings you new customers. Here's how it researches TikTok in your category.

How Kite researches TikTok ads and videos in your category

Kite starts with what it already knows about your business. During onboarding, it researched your products, customers, positioning, and competitors, and saved them in your team's knowledge base. That tells it which words describe your category and which brands count as your competitors.

From there, Kite searches TikTok's ads and organic videos with those words, and it looks up the TikTok activity of the competitors you care about. It drops results that aren't really about your category. Then it ranks what's left by the signals that actually mean something: how long a brand has kept an ad running, and how far a video beat its creator's usual views.

Next, Kite reads the videos and ads that made the cut. It groups them by the hook they open with, the promise they make, and the format they use, and it quotes the offers exactly. Finally, it turns those patterns into work you can use: ideas for your own TikTok videos, TikTok ad text, and a swipe file you can share with your team.

  1. Choose the words your category uses on TikTok
  2. Search TikTok ads and organic videos together
  3. Separate what's working from what's just popular
  4. Read what the videos and ads actually say
  5. Turn the research into your first TikTok videos and ads

Choose the words your category uses on TikTok

The quality of TikTok research depends on the words you search with, so Kite starts by choosing them carefully. It uses the terms your buyers and competitors use for your product, not the broad name of your industry.

Say you sell a shared inbox for small support teams. Searching "customer support" on TikTok would return career advice, call-center humor, and hour-long courses. Kite would search terms like these instead:

  • "shared inbox," which names the product
  • "support inbox," which is how many buyers describe the problem
  • the names of the two competitors your website compares itself with
  • a format you might make, such as "day in the life support team," if you've said you want that kind of video

Kite proposes the list and explains each choice. You can add terms, remove them, or swap in the words your customers actually use. A short, specific list produces far better research than a long, vague one.

Search TikTok ads and organic videos together

Kite searches paid TikTok ads and organic TikTok videos in the same pass, because on TikTok the two blur together. It uses TrendTrack, a research source built into Kite, to search TikTok's ads and organic videos by keyword. For an online store, Kite can also look at the TikTok ads and videos tied to that particular store, which is the most direct way to see what one ecommerce competitor runs.

When Kite is gathering material for a video, it also searches TikTok directly for short videos on your terms. For each one, it records the video's link, its caption, the creator, the number of views, and the length.

Kite can check the other places your competitors put video at the same time. It looks up a competitor's current Facebook and Instagram ads from its website address alone, and it searches Meta's ad library by keyword to see video ads across your category. Brands often run the same creative on TikTok and Instagram Reels, so this fills in the picture when a competitor's TikTok results are thin.

Before it reads anything, Kite filters the results. It keeps organic videos that are short-form and actually talk about your terms. It keeps ads that use your terms together in their headline, text, or brand name, rather than ads that mention one of your words in passing somewhere in a long description. Ads from competitors you named stay in whatever they say.

Read what the videos and ads actually say

Once it has the strongest examples, Kite reads them and finds the patterns you can act on. It reads each caption, headline, and ad text, along with the transcript when one is available, and organizes what it finds in a few ways:

  • Hooks. The opening line or moment that stops the scroll, such as a question, a surprising number, or a before-and-after.
  • Promises. What each ad tells the viewer they'll get: a lower price, a faster result, proof from other customers, or a problem avoided. Kite names each group in the brands' own words and counts how many ads use it.
  • Offers and claims. Every discount, trial length, guarantee, and number, quoted exactly as the ad states it.
  • Formats. Talking to camera, a screen recording, a product demo, a skit, or a reaction to another video, along with the typical length.
  • Landing pages. For the longest-running ads, Kite opens the page each ad sends people to and records its headline, its offer, and whether the page keeps the ad's promise.

Here's what that might look like for the shared inbox company. Among the ads and videos Kite found, the longest-running ads open with a support lead showing a messy personal inbox, and most of them promise "never miss a customer email again." The breakout organic videos are short screen recordings that show one feature in under twenty seconds. None of the competitors' ads mention price. That tells you which hook to test first, which format to start with, and where you could stand apart.

If you want to compare your category with your own advertising, Kite can look up your own ads alongside your competitors' and show you the promises they make that you don't, and the ones only you make.

Turn the research into your first TikTok videos and ads

Kite uses the research to make your first TikTok work, so the patterns become something you can post. What it makes depends on what you want next.

Video ideas. When Kite plans a short video for you, it searches TikTok and your competitors' video ads first and drafts several directions from what it finds. Each direction is built on a true detail about your company, and when one borrows from a video in the research, Kite says exactly what it borrows: the structure, the hook, or the format. It never borrows a creator's footage, brand, or lines. The videos Kite found sit beside the ideas on the video project, so you can watch the original before you choose. Once you pick a direction, Kite makes the video, vertical and fifteen to thirty-four seconds long unless you ask for something else.

TikTok ad text. Kite writes TikTok ad text in your brand's voice, using the hooks and promises that held up in the research. It checks every line against TikTok's limits and delivers the variations as a batch for your team to review. You then run them in your own TikTok Ads Manager account.

A swipe file. Kite can publish the research as a hosted page with the ads and videos it found, the patterns it saw, and the reasoning behind its suggestions. You can share the link with a designer, a freelancer, or the rest of your team.

TikTok changes quickly, so the research gets stale. You can ask Kite to run the same searches again every month and tell you what's new. Kite saves what it found in your team's knowledge base, so each new round can show which ads competitors stopped running and which ones they added.

What you get

A search list built from your category

The product terms, buyer phrases, and competitors Kite searches TikTok with, which you approve before it starts.

A short list of TikTok ads and videos worth studying

The longest-running ads and the biggest breakout videos in your category, each with its link, caption, creator or brand, and the numbers behind its ranking.

A reading of the patterns

The hooks, promises, formats, and offers that recur, with each offer quoted exactly and each pattern tied to the examples it comes from.

An honest account of coverage

Which searches returned results, which came back thin, and what that does and doesn't tell you about each competitor.

Your first TikTok work

Video ideas that borrow a proven structure or hook, TikTok ad text ready for review, and a swipe file you can share.

How to get started

Tell Kite what you want to learn in plain language. You might say, "Show me what TikTok ads and videos work for brands like ours," or "What are our competitors running on TikTok, and what should our first video be?"

Kite proposes the terms it plans to search and the competitors it plans to look up, based on what it knows about your business. You adjust the list and approve it. Kite then runs the research and comes back with the strongest examples, the patterns it found, and a suggestion for what to make first.

You can work with Kite in your browser or in Slack. The research works the same way in both, and Kite can publish the results as a hosted page when they need more room than a message.

You don't need a TikTok account or a separate research subscription, because the TikTok and ad research sources are built into Kite. When you're ready to run ads, Kite writes the TikTok ad text and you launch it from your own TikTok Ads Manager account. Kite asks before it publishes anything, and once you trust its judgment, you can give it more room to work on its own.

Integrations used to research TikTok ads and videos

Kite's TikTok and ad research runs on sources built into Kite, so you don't need to connect anything to start.

Search TikTok ads and organic videos

Look up competitors' video ads on other platforms

Common questions

How do I search the TikTok ad library?

TikTok has two free places to look. The Commercial Content Library at library.tiktok.com lets you search ads by advertiser name or keyword and filter by country and date, though it mostly covers ads shown in Europe. TikTok Creative Center's Top Ads section lets you browse ads TikTok highlights, filtered by industry, region, and campaign objective. Both work well for browsing. Kite does the next part: it searches TikTok ads and organic videos with the words your category uses, ranks the ads by how long they've run, and reads the patterns across them.

How do I see what ads my competitors run on TikTok?

Search for the competitor's brand name and product names in a TikTok ad library, and look at the ads and organic videos on its TikTok profile. Kite searches TikTok's ads and organic videos with your competitors' names and product terms, and for an online store, it can look at the TikTok ads and videos tied to that store. Because these are keyword searches, the results are a sample of what matched, not a full list of everything a competitor runs. Kite also looks up the competitor's Facebook and Instagram ads, which often use the same creative. For research on your competitors' advertising across every platform, see Research your competitors' advertising.

Can I see how well a competitor's TikTok ads perform?

Not directly. Ad libraries show that an ad ran and when, but not what it cost, how many clicks it got, or how many sales it drove. The best signal you have is how long a brand keeps an ad running, because brands rarely keep paying for an ad that doesn't work. Kite ranks ads that way and says so plainly, so you know which conclusions rest on evidence and which are inferences.

Should I copy a TikTok video that's working for a competitor?

Borrow the idea, not the video. The useful parts of a strong TikTok are its structure, its hook, and its format, and those work for any brand. The footage, the lines, and the creator belong to someone else. When Kite builds a video idea on something it found, it says exactly what it borrows and builds the rest from true details about your own company. For more on how Kite makes the finished video, see Make video ads.

What if brands in my category barely use TikTok?

That's useful to know, but an empty search doesn't prove it. It may mean the search words were wrong or that the brands advertise somewhere the search doesn't reach. Kite tells you which searches came back empty and why that might be, then broadens the search to nearby terms and to video ads on Facebook and Instagram. If your category really is quiet on TikTok, that can be an opening: the hooks and formats from nearby categories give you a starting point that your competitors haven't used yet. For examples of TikTok ads across many categories, see TikTok ad examples by category, and what the text on each says Coming soon .

Can Kite make the TikTok ads after it researches them?

Yes. Kite writes TikTok ad text from the research, checks it against TikTok's limits, and delivers the variations for your review. It also makes short vertical videos built on the hooks and formats the research found. You launch the ads from your own TikTok Ads Manager account. For more on writing ad copy and creative across platforms, see Produce paid-ad creative.

Questions this page answers

  • How do I research TikTok ads and videos in my category with AI?
  • Can an AI marketing agent research TikTok ads and videos in my category?
  • How do I see what ads my competitors run on TikTok?
  • How do I find top TikTok videos in my niche?
  • How do I search the TikTok ad library?
  • What kind of TikTok content are brands like mine posting?

About the author

Devon Wells leads product marketing at Kite, the AI marketer. He spent a decade marketing industrial AI, from self-driving trucks to computer vision, but now Kite handles most of the work itself.

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