TikTok Algorithm Consultant

Stop guessing.Start going viral.

Spotlight analyzes your TikTok content using the same 47+ signals the algorithm actually cares about — watch time, retention curves, curiosity gaps, niche-specific patterns — and tells you exactly what to change.

Analyze your content →View dashboard

No account · No credit card · Results in seconds

Viral Potential Score
84/100
Fitness · Short Video
🔥 High potential
Transformation hook triggers aspiration — strong niche match for fitness FYP
Hook
91
Retention
78
Shareability
82
Comment Pot.
88
Rewatch
74
⚡ #1 thing to change
Add your starting weight number to the hook — "135→225 lbs" triggers the social proof signal and pushes hook score from 91 to 96.
47+
Algorithm signals analyzed
14
Niche profiles built in
9
Output sections per analysis
100%
Server-side, key never exposed
Everything included

Not a caption generator.
An algorithm consultant.

Most tools spit out hashtags and call it a day. Spotlight gives you the full picture — why your content will or won't perform, and exactly what to do about it.

Core
⚡
Viral Score Breakdown
Hook, Retention, Shareability, Comment Potential, Rewatch Rate — every sub-score explained with niche-specific reasoning, not generic tips.
Intelligence
🧠
Content Type Detection
Talking Head, Gameplay, Slideshow, Product Showcase — Spotlight applies a completely different scoring framework for each type.
Prediction
📉
Retention Timeline
Second-by-second chart of when viewers will drop off and exactly why — so you can fix it before you post.
Optimization
🔁
Hook Rewrites
Your current hook rewritten 3 times using the exact psychological formulas that drive completion rate in your niche.
Content
✍️
5 Caption Types
Curiosity, Controversial, Educational, Viral, Community — five ready-to-copy captions, each engineered for a different algorithm outcome.
Data
🔮
Reach Probability
Statistical breakdown: how likely is this video to hit under 1K, 1K–10K, 10K–100K, or 100K+ views based on its signals.
Timing
🕐
Posting Intelligence
Niche-specific posting windows with audience activity reasoning. Finance creators and gaming creators have completely different peak hours.
Premium
🎬
Full Video Rewrite
Spotlight rewrites your entire video: hook, scenes, payoff, caption, hashtags — structured for maximum algorithm performance.
Dashboard
📊
Analysis History
Every analysis saved locally. Track your viral scores over time, see what content types perform best, and spot your patterns.
How it works

Four steps.
Full breakdown.

01
Pick your content type
Short video, long video, or slideshow. Each gets a different scoring framework.
02
Select your niche
Spotlight has 14 niche profiles. Your content is never scored with generic rules.
03
Describe your content
Tell Spotlight what your video is about. Upload optional for context.
04
Get your full breakdown
Viral score, retention curve, rewrites, captions, posting times — everything.
Niche intelligence

Built for every creator.

A fitness video and a storytime video are scored completely differently. Spotlight has 14 niche profiles — each with its own viral formulas, engagement triggers, and scoring weights.

Fitness
Gaming
Tech / AI
Finance
Looksmaxxing
Storytime
Beauty
Comedy
Education
Peptide / Bio
Business
Food
Fashion
Lifestyle

What's your viral score?

Drop your content idea and find out in seconds. No account required.

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