TikTok competitor analysis for free: the method, a template and a tool
Competitor analysis on TikTok isn’t about who has more followers. It’s about which of their videos beat their own usual numbers, how fast, and what those videos have in common, so you can test the mechanic instead of copying the topic.
To show what that looks like on real data, we took the 186 TikToks from the last 21 days in our fitness, food, travel, beauty, money, tech and pets niche samples, posted by 171 creators. 44% of the videos with a known follower count had more views than their creator has followers. The fastest, @406bbq’s “Crockpot Mongolian Beef & Noodles 🥩🍜🔥 Crockpot Series Episode 7: M…”, is collecting about 780K views a day.
Those numbers run hot, because hashtag samples favor videos that are already spreading. Your own competitor list will look calmer. That is why the method below never uses a fixed view count. It compares every video with the creator’s own median, which works the same for a 5K account and a 5M one. Among the 30 fastest TikToks here, 21 run over 60 seconds, the most common length. The median video earned 11.5 saves per 1,000 views, a handy yardstick for “reference” content. Plan on about 30 minutes a week for five competitors with a spreadsheet, or let Followlly run the same checks automatically.
Updated Oct 2, 2026 · based on 186 videos from 171 creators · How we measure
What to track in a TikTok competitor analysis
Views alone mislead. Every signal below is measured against the creator’s own normal, not against other accounts.
| Signal | How to measure it for free | What it tells you |
|---|---|---|
| Outliers | Views ÷ the creator’s median views (use videos older than 3 days). Flag 3× or more. | A format or hook that already works in your niche, proven on a comparable account. |
| Rising now | Note a fresh video’s views twice, 6–12 hours apart. Divide views per hour by the creator’s usual pace. | What is taking off today, while you can still respond this week. |
| Posting cadence | Posts per week over the last 4 weeks, plus the days they post. | Whether their growth comes from volume or from a few hits. |
| Formats and length | Tag each video (tutorial, list, before/after, POV, story, reaction…) and note its length. | Which formats keep showing up among a creator’s outliers. |
| Sounds | Tap the sound. Is it original audio or a track, and how many videos use it? | Whether the sound is part of the mechanic or just background. |
| Hooks | Write down the first spoken line and the first on-screen text. | The openings that hold viewers in your niche. |
| Saves and shares | Saves and shares per 1,000 views. TikTok shows both on every video. | Saves signal reference value. Shares signal “send this to a friend”. |
Free method: TikTok competitor analysis in 30 minutes a week
Works without any tool. This is the same logic Followlly runs automatically.
- Pick 5–10 competitors. Same niche and audience, mostly accounts your size up to about 10× bigger. Include one or two smaller accounts, because their breakouts are the easiest to reproduce.
- Log their last 20 videos. In a sheet: date, link, views, likes, comments, saves, shares, length, sound, format and hook. TikTok shows all of these on the video.
- Find each creator’s usual. Take the median views of videos older than three days. Use the median, not the average, because one viral hit wrecks an average.
- Flag the outliers. Divide each video’s views by that median. 3× or more is an outlier. 10× is a breakout worth studying frame by frame.
- Break outliers down to the mechanic. Hook type, structure, format, length and the role of the sound. Then drop the topic and ask: would this still work on a different subject?
- Check the pace of fresh videos. Note the views on anything under 48 hours old, then again 6–12 hours later. Views per hour far above the creator’s normal pace means it is rising now.
- Note the cadence. Posts per week and which days. A creator posting twice a day needs fewer hits per post than one posting weekly.
- Test one or two mechanics this week. Film them in your own voice and topic, then compare each one with your own median after three days.
TikTok competitor analysis template
Paste this header into Google Sheets or Excel, one row per TikTok. “usual_views” is the creator’s median, and “multiple” is views ÷ usual_views.
creator,date,url,views,likes,comments,saves,shares,length_s,sound,format,hook,usual_views,multiple
| creator | date | views | length | sound | usual views | multiple |
|---|---|---|---|---|---|---|
| @rose.findsforyou | Sep 27, 2026 | 3.7M | 20 s | original audio / not listed | 266K | 14× |
A real row from the current sample: @rose.findsforyou’s best video against the median of their 2 other videos in our sample (an outlier by the 3× rule).
Live example: TikTok competitor signals in the current sample
From 186 TikToks posted in the last 21 days on fitness, food, travel, beauty, money, tech and pets niche hashtags, by 171 creators. Every video links to the original post on the creator’s profile.
Creators with 3+ videos in the sample: best video vs their usual
| Creator | Niche | Videos in sample | Best video | Their usual (median of the others) | Multiple |
|---|---|---|---|---|---|
| @rose.findsforyou | Pets | 3 | 3.7M views | 266K | 14× |
| @you1stlondon | Fitness | 4 | 713K views | 190K | 3.7× |
This is the calculation the method above asks for, on real data. With only a few videos per creator in a hashtag sample it is a rough read; on a full profile of 20 videos it gets much steadier.
Videos that outran their creator’s follower count
| Creator | Niche | Views | Followers | Views ÷ followers | Views / day |
|---|---|---|---|---|---|
| @micahevang.mag | Travel | 990K | 3.9K | 255× | 90K |
| @eevee.ragdoll_ | Pets | 2.4M | 11K | 214× | 473K |
| @celebritymoodboard | Travel | 1.7M | 8.8K | 192× | 145K |
| @aaliyahli_ | Travel | 848K | 4.5K | 188× | 41K |
| @orianadhoy | Beauty | 1.1M | 7.8K | 141× | 94K |
| @rose.findsforyou | Pets | 3.7M | 30K | 125× | 633K |
| @lynnmarie1319 | Pets | 1.2M | 14K | 87× | 646K |
| @funny.dogs.6663 | Pets | 1.5M | 20K | 75× | 124K |
Follower count is only a rough stand-in for a creator’s usual reach. Followlly uses each creator’s median views once it has their history. Videos with at least 50K views from accounts with 1K+ followers.
Fastest TikToks by views per day
Sample caveat: these come from niche hashtags, which favor videos that are already spreading, so the multiples run higher than on a typical competitor list. The samples are refreshed about every 7 days. Niche pages: Beauty · all trend pages.
How Followlly automates TikTok competitor analysis
- Add handles. Paste the TikTok (and Instagram) creators you compete with. No password, and nothing connects to your account.
- Scheduled checks. Followlly pulls their recent public TikToks every 2–3 days, depending on the plan, and keeps a short view history for each one.
- Outliers flagged. Each TikTok is compared with the creator’s median for TikToks older than three days. By default, 3× or more is flagged as an outlier, and you can change the threshold.
- Rising now. Views per hour between checks, against that creator’s normal pace. Three times faster gets flagged.
- Content DNA. A breakout is broken down to its portable mechanic (hook, structure, format, role of the sound) without the original topic or wording.
- Scripts. AI writes scripts that apply the mechanic to your niche and cite your own numbers, delivered with a morning plan in the app.
On top of the handles you add, Followlly watches your whole niche: TikToks on your niche hashtags, refreshed every 7 days and ranked by views per day, the sounds that play in them, TikTok’s trending feed and popular hashtags for your countries, rising Google searches, and audience questions from niche subreddits.
| Creator | Producer | Studio | |
|---|---|---|---|
| Price | $29/mo early access · regular $39 | $79/mo early access · regular $99 | $199/mo early access · regular $249 |
| Instagram + TikTok competitors | 5 | 15 | 50 |
| Competitor check | every 3 days | every 2 days | every 2 days |
| Your own accounts | 2 | 5 | 30 |
| Extra client workspace | — | — | +$20/mo |
Every plan starts with a 7-day free trial on the plan you pick. A card is required; the first charge comes after the trial and you can cancel anytime. Full details on pricing.