Spot the trend while it's still early enough to matter

TrendWatch™ tracks the velocity of formats, audio and narratives in real time, then tells your brand which ones fit, how long the window stays open, and writes the hook for you.

Lena
N
TrendWatch™
Updated just now
Fit ≥ 60%Food & bev
TrendTypeStage14-day velocity7d growthBrand fitWindow
0M
posts analysed every hour across 5 platforms
TikTok · Reels · Shorts · X · LinkedIn
0%
of peaks predicted within ±2 days
2025 backtest · 1,900 trends
0×
more views for brands that join at Emerging vs. Peaking
median views per brand post
0days
median head start before peak
vs. the day a trend hits your feed

From signal to script in under a minute

#coldbrew“doing the math”audio · 7f2a#tinypleasuresPOV format#coldbrew“doing the math”audio · 7f2a#tinypleasuresPOV format
green-screen#deskSetup“quiet luxury”stitch chain#morningroutinegreen-screen#deskSetup“quiet luxury”stitch chain#morningroutine
“rate my…”#budgettoksplit-screen#5to9“rate my…”#budgettoksplit-screen#5to9
01 · Detect

We watch everything, all the time

~4.2M new posts an hour across TikTok, Reels, Shorts, X and LinkedIn, clustered into formats, audios and narratives.

you are here
02 · Predict

We forecast the curve

A velocity model trained on 3 years of trend lifecycles predicts peak date and how long your window stays open.

Hook↗ Doing the math
Let's do the math on your coffee habit, because nobody else will.
03 · Hop on

ViralML™ writes it on-brand

One click sends the trend to Studio with three hooks already written in your brand voice and scored on SVBench™.

Scrub time. Watch the windows close.

Every dot is a live trend. The closer it gets to the centre, the closer it is to peaking, and the later you are. Drag the timeline, switch brands, and see which trends deserve your Tuesday.

N
Radar
drag or use ← →
dot size = brand fitEmergingRisingPeakingFading

Two weeks ago

01

Brand-fit, not just buzz

A trend with 6B views is worthless if your audience isn't in it. Fit blends audience overlap, voice match and category precedent into one number.

  • Scored per brand, per workspace
  • Low-fit trends are dimmed, not hidden
  • Explains why in one sentence
Narrative“Doing the math” finance
NNorthwind Coffee96%
GGlowe Skincare · dimmed61%
KKinetik88%

Why 96% for Northwind22–34 urban, budget-conscious viewers over-index 2.3× on this narrative, and they're your core buyer.

02

A forecast, not a rear-view mirror

A velocity model trained on three years of trend lifecycles predicts the peak and how many days your window has left.

  • Peak date with a confidence band
  • Window = days until it reads as late
  • Re-forecast every 5 minutes
you are herewindow · 11 dayspeak · Oct 12−13dtodayforecast
03

A Monday brief you'll actually read

Three trends, ranked by fit, in Slack or your inbox at 08:00 CET. The hooks are already written.

  • Slack, email or both
  • One line on why each trend fits
  • Hooks open straight in Studio
TrendWatch™ · Monday briefMon 08:00 CET
Subject3 trends worth your week · Northwind
01Emerging“Doing the math” financewindow 11d
02Rising“Tiny pleasures” POVwindow 6d
03RisingBlind taste-test stitcheswindow 8d
Fit ≥ 85%Hooks 9 readyRead time 40s

Early beats big. Every time.

Across 1,900 trends in our 2025 backtest, the stage you join at mattered more than the size of the trend.

Median views per brand post, by the stage you joined
vs. joining at Peaking
Emerging
3.2×
Rising
1.9×
Peaking
1.0×
Fading
0.3×
Peaking = 1.0×2025 backtest · 1,900 trends · 38 verticals
N
Northwind Coffee
D2C cold brew · pilot customer

Northwind hopped on “Doing the math” 11 days before peak.

4.1Mviews
38%of views from non-followers
+212%site sessions that week

Specs

Platforms
TikTok · Reels · Shorts · X · LinkedIn
Signals
Formats, audio, narratives, hashtags, stitch chains
Refresh
Every 5 minutes · ~4.2M posts/hour
Training history
3 years of trend lifecycles
Verticals
38
Delivery
Dashboard · Studio sidebar · Slack · Email digest · API /v1/trends
Markets
DACH, EU, UK, US
Hosting
fra-1, Frankfurt · GDPR-native

Questions

How early is early?+

Median 9 days before peak. Some narratives give you three weeks; some audio gives you three days. We tell you which.

Can we legally use the audio?+

Every audio trend is flagged commercial-safe or not, per platform library.

What if a trend doesn't fit?+

We'll tell you to skip it. Low-fit and fading trends are dimmed: being late costs more than being absent.

Can I watch competitors?+

Yes. Watchlists of up to 25 accounts per workspace, with alerts when they hop on something.

Where does the data come from?+

Public posts only, clustered into formats and narratives. No personal profiles. Processed in Frankfurt.

More from ViralML

Never be three weeks late to a trend again.

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