How-To Guide
How do you find viral content in your niche before you copy the trend too late?
Watch 15 to 25 accounts and a few keyword searches, score each post against its account's median, and remake the outliers while they are under a week old.
By the Superdirector editorial team. Platform help pages and studies read November 6, 2026.
At a glance
How do you find viral content in your niche before you copy the trend too late?
Look for outliers in your own niche, not for the biggest numbers on the app. Keep a watchlist of 15 to 25 accounts your buyers follow (competitors, adjacent brands, creators) plus three to five keyword or hashtag searches on each platform. Once a week, divide each new post's views by that account's median views: a post at 10 times or more is worth remaking, 3 to 10 times is worth watching. Act on posts under a week old, write down the hook and structure, and make your own version within days.
- An outlier score (views divided by the account's own median) can be worked out the same way on TikTok, Instagram, YouTube and X.
- Viral TikToks were still gaining on day two and through day seven, so a two-day-old outlier is early, not late.
- Keep the format, make new content: TikTok and Instagram both say they limit duplicated or already-posted videos.
Look for outliers in your niche, not the biggest numbers
Trend roundups such as Later's weekly Reels list tell you what is big across the whole app. That is useful for sounds, but it is late for formats: by the time a trend makes a roundup, it has usually spread well beyond the accounts that started it. What you want is earlier and narrower, the post in your own niche that did far better than its account usually does.
That is an outlier, and it is easy to measure. Divide a post's views by the median views of the account that posted it. A tracker that measured 3.3 million short videos, viral.app, found the same pattern on TikTok, Instagram, YouTube Shorts and Facebook: about 1 in 7 videos reaches 3 times its account's median, 1 in 20 reaches 10 times and about 1 in 100 reaches 100 times. A 10 times post is rare enough to be worth studying, rather than a big account doing its usual numbers.
The rest of this guide is a weekly routine of about an hour for a founder or a one-person marketing team: build the watchlist once, then score, check timing, take notes and remake.
Build a watchlist of accounts and searches
Pick 15 to 25 accounts your buyers already follow. A good mix is five to eight direct competitors, five adjacent brands that sell to the same people, and five to ten creators in the niche. Add three to five searches per platform: your category words, the problem your product solves, and one or two hashtags your buyers use. Then check them in these places:
| Platform | Where to look | What the platform says it uses |
|---|---|---|
| TikTok | Your watchlist accounts, keyword search, the Discover tab, and Creative Center's Trends (trending hashtags) and Top Ads | Captions, sounds and hashtags are part of what TikTok uses to recommend a video |
| Watchlist accounts' Reels tabs, keyword search, and the best practices section of your professional dashboard for trending audio | Most Reels people see come from accounts they do not follow | |
| YouTube | Watchlist channels' Shorts tabs and search for your category words | Retention spikes mark moments that were rewatched or shared |
| X | Watchlist accounts and the same keyword searches | Not covered here: we could not check an X ranking explainer for this guide |
TikTok's Creative Center is free and public; its Trends section shows trending hashtags and Top Ads shows high-performing ads. It tells you what is big on TikTok overall. Your watchlist is what tells you what is big for your buyers. For tools that surface rising sounds and hashtags, see our TikTok trend tools list.
Score each post against its own account
For each new post from the past week, write down its views and the account's median views over its last 20 or so posts. Divide one by the other. Where a platform shows likes but not views for a type of post, use likes the same way, compared with that account's usual likes.
- 10 times the median or more: an outlier. Study it and plan a remake.
- 3 to 10 times: a strong post. Note the format and check again at day seven.
- Under 3 times: normal for that account, however big the number looks. Skip it.
Here is one week of an invented watchlist for a small home-coffee brand, to show how the score changes the picture. None of these accounts is real.
| Post | Platform | Age | Views | Account median | Score | Call |
|---|---|---|---|---|---|---|
| Rival roaster: "3 mistakes with your grinder" | Instagram Reel | 3 days | 84,000 | 6,000 | 14x | Remake |
| Big barista creator: latte art fail | TikTok | 2 days | 410,000 | 150,000 | 2.7x | Skip: normal for them |
| Cafe chain: holiday menu | Instagram Reel | 5 days | 22,000 | 20,000 | 1.1x | Skip |
| Home-brew channel: "$20 vs $200 espresso" | YouTube Short | 6 days | 95,000 | 9,000 | 10.6x | Remake |
| Small account on a pour-over hashtag | TikTok | 4 days | 38,000 | 1,200 | 32x | Remake, after checking it was not paid |
| Rival: "why your coffee tastes bitter" | X post | 1 day | 12,000 | 3,000 | 4x | Watch; re-check at day 7 |
The biggest number on the list, 410,000, is the one to skip. The watchlist tracker has these columns and the score formula. Our guide to how many views counts as viral explains the median test in more detail.
When enlarged, scroll horizontally to read the diagram.
Original illustration of the weekly outlier routine. Thresholds follow viral.app's published multiples (1 in 20 videos reach 10 times their account's median).
Original visual by Superdirector editorial team. Creation date not recorded.
Check the post is early enough
The fear behind this question is arriving after everyone else. The timing data is kinder than it sounds. In viral.app's sample, TikToks that ended above a million views had a median of 7% of their 30-day views after one day, 22% after two days and 63% after a week. So a TikTok outlier that is two or three days old and still climbing is early. To tell whether it is still climbing, note its views when you find it and look again the next day; if the count rose, it is still growing. A post you only find at day six or seven needs that check before you commit to it. Reels move faster: those that passed a million had 31% of their 30-day views after one day, so act sooner on Instagram.
Two signs that you are late. The first is the sound: when a trending audio is everywhere, the format is saturated, and TikTok says its feed generally will not show two videos in a row with the same sound or creator. The second is copies: if you search the hook and find dozens of near-identical versions, pick a different outlier. A niche format that only a few accounts have tried is the better bet.
Write down why it travelled
Before you open an editor, note what made the post work, in a swipe file you keep for each week:
- Hook: the first line on screen or the first two seconds of speech, word for word.
- Structure: how many slides or beats, in what order (list, before and after, question and answer, myth and fact).
- Payoff: what the viewer gets at the end, and whether it asks for a save, a share or a comment.
- Format and sound: carousel, talking head, screen recording, text on video; trending sound or original audio.
- Response: what the comments ask, and whether the post was shared. For Reels, Instagram says its most important predictions are whether someone will reshare it, watch to the end, like it or open its audio page.
Shares tell you more than comments. Viral posts in viral.app's data had higher share rates and lower comment rates than ordinary ones. On YouTube, your own retention report marks spikes, the moments viewers rewatched or shared, which is the same signal for your own posts. Hootsuite's Instagram algorithm guide suggests watching sends per reach in your insights for the same reason.
Remake it within a week
Keep the format and make new content: your product, your words, your footage or slides, licensed music. Do not repost or re-cut the original: TikTok says it does not recommend duplicated content, and Instagram says it makes reels already posted on Instagram less visible. The step-by-step remake method and the guide to what copyright lets you reuse cover the line between the two.
Superdirector, the product behind this site, can take the watching and remaking off your hands. Give it your watchlist (accounts, competitors, keywords and hashtags on Instagram, TikTok, YouTube and X) and it picks the posts and formats that are taking off, then rebuilds each one with the same hook and structure as a carousel or X post in your brand. AI video is coming soon; until then it writes the script and storyboard and you shoot it. You stay the publisher of what goes out on your accounts.
More on finding and remaking viral formats
- How many views counts as viral: the median test, with two worked accounts.
- How to remake a viral video for your brand: what to keep from the original and what to change.
- Is it legal to copy a viral video format?: what copyright and platform rules allow.
- Viral video formats for brands: the formats that show up again and again.
- How to go viral on TikTok: what TikTok says it rewards.
- Why your TikTok is not getting views: checks before you blame the format.
- Instagram's rules on reposts and originality: why a re-upload reaches fewer people.
- Faceless content for brands: formats that work without a presenter.
- In-house trend monitoring: the same routine split across a team.