How to find viral posts in your niche, and the tools that do it

A post is viral when it reaches far more people than its account normally does. Two ratios measure that.

• Views against followers. Divide the post’s views by the account’s followers. It is quick and works on any public profile, but it flatters very small accounts, where a few thousand views can look huge.
• Views against the account’s usual views. Divide the post’s views by what that account’s recent posts typically get. This is the better signal because it shows what beat the creator’s own normal, whatever their size. It takes longer because you have to look at their recent posts.

A made-up example: an account with 20,000 followers usually gets 8,000 views a post, and one Reel reaches 400,000. That Reel is 20 times its followers and 50 times its usual views, so it is worth studying. The same 400,000 views on an account with 3 million followers may be an ordinary day.

Tools use versions of these ratios. As of November 2026, Octupie defines an outlier as a post that “significantly outperforms the account’s own baseline,” and vidIQ’s Outliers looks at views, velocity and “performance vs. a channel’s usual baseline.” Our viral score weighs views against followers and audience size, and for creators you track we also measure each post against their usual views.

1. List 20 accounts in your niche. Include small and mid-size ones: a small account that breaks out is closer to what you can repeat than a celebrity’s numbers.
2. Open each profile and look at its recent Reels, TikToks or Shorts. Note roughly what a normal post gets.
3. Mark every post at 3 times that number or more. Three is a rule of thumb, so raise it if too many posts qualify.
4. Copy each one into a spreadsheet: link, views, the first sentence, the format and the topic.
5. Look for repeats. One post can be luck. The same topic or hook type working for three different accounts is a pattern worth making.
6. Get the words. Our free tools turn a YouTube video, a TikTok or a Reel into text without an account, so you can read how the post was built.

Repeat it once a week. It costs only time, and doing it a few times teaches you what to look for in any tool. The method gets harder when you want more than 20 accounts or more than one platform, which is where a tool starts to pay for itself.

Prices and features as of November 2026, read on each company’s own site. “Not listed” means we did not find it on their pages, not that the product cannot do it. Scroll sideways on small screens.

Two more for narrower jobs: ViralFindr is a low-cost way to scan public Instagram profiles, and BuzzSumo suits you if your niche runs on articles and press more than on short video.

Study why it worked, then make your own. Copying the words can create copyright problems, and your audience will not hear you in it.

• Name the structure. What happened in the first sentence? Was it a question, a number, or a claim the viewer disagrees with?
• Check the topic fits you. If you have no real experience with it, skip it, however big it got.
• Keep the structure and change the rest: your example, your words, your take.
• Post it, then compare it with your own usual numbers, since theirs will not tell you much.

Our free niche check shows up to 30 posts going viral in your niche on TikTok and Instagram, ranked by views against followers. It needs no account. Three posts are open, and a free sign-up opens the rest.

Inside the app, a Find viral content search covers Instagram, TikTok and YouTube for 1,200 credits. You can track creators (3 on Free, 15 on Pro, up to 50 on Studio) and see which of their posts beat their own usual views. You can also set a search to repeat on a schedule and send a digest by email, Slack or Discord; each run is charged like a search once any free runs are used up. Results come from our own database of analyzed posts and commercial data providers. Then you can repurpose a post into a script in your voice in the same place, which is the part research-only tools leave to you.

Another tool is the better choice in these cases:

• You post mainly on LinkedIn or X. We do not search those platforms for viral posts. Taplio covers LinkedIn.
• You live on YouTube. vidIQ is built around channel and video data, and goes deeper there.
• Research is your team’s full-time job. Virlo is built for that, with always-on agents and team seats on Pro.
• You only want a list of posts and never write in a tool. The by-hand method above or a research tool will cost you less.