Content intelligence
Turn your TikTok analytics into a clearer content strategy. Discover what works for your audience, identify promising opportunities, and know what to create next.
Recommendations are informed by the analytics you provide. You review every extracted number before anything is analyzed.
Topics are tagged from captions. The index compares each topic with this account’s own median.
“I spent a week testing AI side hustles so you don't have to.”
“The biggest mistake I made with AI side hustles.”
AI side hustles · Story · 35–55 sec
“Nobody tells you this about desk setup tours…”
Desk setup tours · Talking head · 35–55 sec
Illustrative sample data from a fictional account. Scores are estimates from the evidence available, not predictions of performance.
The insights engine
Upload your TikTok analytics and Snipster shows what works for your audience. The same profile can personalise which moments it picks when you clip. Everything below is a real screen, shown with a fictional sample account.
Where an input has no data it is scored at a cautious assumed value and labelled — it never silently becomes a good score.
Illustrative sample data. A score is an estimate built from the listed inputs, not a prediction of results.
The problem
A video can get views for reasons that have nothing to do with the topic, the hook or the format. Without retention, shares and follows next to it, you can’t tell what to repeat.
What’s popular for everyone is not automatically a fit for your audience. The useful question is what your viewers have responded to before.
A list of AI-written ideas doesn’t know who watches you, which of your videos worked, or what you’ve already posted this month.
It’s easy to keep making the same kind of video without knowing which part of it is doing the work.
Where Snipster fits
The bridge between your analytics and your next creative decision. It reads your own results, then tells you what they support, and why.
How it works
Upload supported analytics files and review the extracted values before anything is analyzed.
1 value needs your check before analysis
See which topics, formats and performance patterns are supported by the data you provided, and how much data backs each one.
Sample account · line = median
Get ranked ideas with a hook, a suggested format, an objective, and an explanation of why each one fits.
“I spent a week testing AI side hustles so you don't have to.”
Experiment / story · 35–55 sec · More followers
Sample account
Know your audience
Snipster reads your own history instead of chasing vanity metrics. It compares topics, lengths and opening styles with your account’s median, and shows how many videos each pattern rests on.
Strongest window: 7 PM – 10 PM (time zone as shown in TikTok analytics)
Illustrative sample data from a fictional account. Scores are estimates from the evidence available, not predictions of performance.
Find your next opportunity
Opportunities are scored from five visible inputs and weighted for your objective. You can see each factor, and what was assumed because no data was available.
#1
#3
Five inputs are combined, weighted for the objective you choose. Where an input has no data, it is scored cautiously and marked assumed, so unknown topics can’t outrank proven ones.
Illustrative sample data. Scores are estimates from available evidence, not predictions of performance.
Your next 10 videos
Each recommendation gives you a concept, a hook, a format, a suggested duration with the reason, an objective, a call to action, and the evidence behind it. If the data only supports fewer than ten distinct ideas, you get fewer.
#1 · AI side hustles
“I spent a week testing AI side hustles so you don't have to.”
Concept · A one-week test of AI side hustles: state the setup up front, log results daily, and report the real numbers.
Why this length · Your 30–60 sec videos average a performance score of 61 (22 videos) vs 52 overall.
“The biggest mistake I made with AI side hustles.”
AI side hustles · Story · 35–55 sec
“Nobody tells you this about desk setup tours…”
Desk setup tours · Talking head · 35–55 sec
“The biggest mistake I made with AI agents for small business.”
AI agents for small business · Story · 35–55 sec
“Nobody tells you this about AI agents for small business…”
AI agents for small business · Talking head · 35–55 sec
“I figured out what actually makes no-code app building work, and it's not what you think.”
No-code app building · Story with a reveal · 35–55 sec
+ 4 more ideas in the full list
Illustrative sample data from a fictional account. Scores are estimates from the evidence available, not predictions of performance.
Learn from what happens next
After you post, upload fresh analytics and link the video you made. Snipster compares it with your own earlier videos, once enough time has passed to make the comparison fair.
posted 2026-10-17 · measured 2026-10-25 · 8 days live
Follower conversion: 2.49× your median across 46 earlier videos
A pattern is only reported after at least five measured videos agree, and even then it is an association in your data, not proof of cause.
Illustrative, simulated follow-up for a fictional account.
Find promising moments in transcripts
Paste or upload a transcript and Clip Finder ranks self-contained moments against your own patterns and objective. It flags moments that lean on missing context and offers hook options.
Transcript with timestamps
Best moment
47:16–47:56
AI tools · context needed: low
Hook options
Illustrative sample transcript for a fictional creator. Transcript-based: the words are analyzed, not the video.
Try it
Pick an objective and watch the ranking change. This uses a fixed sample, so it works without signing up.
#1AI side hustlesMore followers
“I spent a week testing AI side hustles so you don't have to.”
Concept · A one-week test of AI side hustles: state the setup up front, log results daily, and report the real numbers.
Why it fits · Your Side hustles videos have 1.6× your average follower conversion.
Experiment / story · 35–55 sec · aims for follows + shares · CTA “Follow for part 2.”
#2AI side hustlesMore followers
“The biggest mistake I made with AI side hustles.”
Concept · Walk through the costliest mistake you made with AI side hustles: what happened, what it cost, and the fix.
Why it fits · Your Side hustles videos have 1.6× your average follower conversion.
Story · 35–55 sec · aims for follows + shares · CTA “Follow — I'm testing the next one this week.”
#3Desk setup toursMore followers
“Nobody tells you this about desk setup tours…”
Concept · Reveal the part of desk setup tours people rarely talk about, anchored in one concrete example from your own experience.
Why it fits · You haven’t covered this topic yet, so it’s a test rather than a proven bet, and it’s scored cautiously.
Talking head · 35–55 sec · aims for follows + shares · CTA “Follow to see how this plays out.”
#4AI agents for small businessMore followers
“The biggest mistake I made with AI agents for small business.”
Concept · Walk through the costliest mistake you made with AI agents for small business: what happened, what it cost, and the fix.
Why it fits · Your AI tools videos perform about in line with your average follower conversion, so this idea rests on the other inputs.
Story · 35–55 sec · aims for follows + shares · CTA “Follow for part 2.”
A curated sample from a fictional account — not calculated from your data, and no live trend data. Scores are estimates, not predictions. With your own analytics, Snipster ranks ideas using your history.
Trust
A strategy tool is only useful if you can see what it’s built on. These are how Snipster behaves today.
Extracted numbers are shown with their source file and a confidence level. You can correct them, and impossible values must be fixed before analysis runs.
If a value can’t be read, it stays blank. If an input has no data, the score uses a cautious assumed value and says so.
Facts from your analytics are labelled apart from conclusions our models draw, so you can weigh them differently.
Snipster currently reads public web-attention signals, not TikTok’s own trend data. Each trend shows its source, how fresh it is, and what it can’t measure. When none is available, recommendations say they rest on your analytics alone.
Scores are estimates. Nothing here promises views, virality, income or Creator Rewards payouts.