Detect Trend
Manipulation
Before It Spreads
Don't let bot farms hijack your brand narrative. Identify coordinated attacks, fake trends, and manufactured outrage in real-time.
"Manufactured controversy detected. Coordinated bot network active."
The 3 AM Crisis
That Wasn't Real
90% of PR crises start with a coordinated bot attack. You engage, you validate them. You ignore, you risk the narrative.
Wasted Crisis Response
Your team scrambles to respond to manufactured outrage while real issues get ignored.
Reputation Damage
The fake crisis becomes the story. "Where there's smoke, there's fire" thinking persists.
Competitor Weaponization
Competitors hire bot farms to trend negative hashtags about you while you're unaware.
Opportunity Cost
While you chase fake trends, authentic conversations and opportunities pass by.
Stop Firefighting.
Start Extinguishing.
Trend Emerges
Minute 0-5Begins monitoring automatically
Deep Analysis
Minute 5-15Pattern recognition in progress
Alert Delivered
Minute 18Alert sent to your team
Crisis Averted
Minute 30+Zero engagement, zero damage
Anomaly Detected
System identified a coordinated engagement spike from 420 known bot IPs targeting #YourBrand.
We detect what Twitter hides
Most tools check if followers exist. We verify if they're human.
Bot Account Detection
Analyze account age, creation patterns, and profile completeness to identify fake users.
Coordinated Networks
Map follow relationships and interaction patterns to reveal coordinated bot farms.
Temporal Analysis
Detect non-human posting hours, impossible velocity, and synchronized spikes.
Content Fingerprinting
Identify copy-paste text patterns, template usage, and spin-tax variations.
Geographic Intelligence
Trace IP sources to datacenters and proxies inconsistent with claimed location.
Sentiment Analysis
Distinguish between authentic diverse outrage and uniform manufactured negativity.
Manipulation detection in real-time
#BrandScandal
LIVE ATTACKStarted 22 mins ago • 89.7K Tweets
Coordinated Bot Farm Attack
Originated from single IP cluster. 4,500 accounts created <24h ago.
Centralized control node detected
Same crisis. Two different outcomes.
Don't let a solvable problem become a career-ending disaster.
Without Detection
With Statilize
Built for teams who can't
afford to be blindsided
Brand Protection
"One manufactured crisis could wipe out years of equity."
PR & Communications
"I used to panic every time we trended. Now I check the score first."
Social Media Teams
"15 hours a week spent chasing fake trends. Now I focus on real talk."
Political Campaigns
"During election season, detection is our shield against bot attacks."
Journalists
"This tool helps me verify what's real before I publish."
Crisis Consultants
"I can finally show my clients exactly where the attack is coming from."
Real attacks. Real detection.
Deflected a coordinated #ProductDanger attack. 6,000 bots identified in 22 mins. Prevented recall.
Identified opposition bot farm manufacturing scandals. Journalism fact-check confirmed manipulation.
Protected 30+ clients simultaneously. Saved $847K in wasted crisis response hours.
How we detect manipulation
in under 30 minutes
Continuous Monitoring
Scanning top 50 trends every 5 minutes across 15+ countries. We ingest 2.5M+ tweets daily.
Multi-Signal Forensics
Parallel processing of account profiles, network graphs, IP sources, and content patterns.
Weighted Scoring
Proprietary algorithm trained on 50,000+ confirmed campaigns calculates final risk score.
Fits your crisis workflow
From alert to analysis to decision, integrated with the tools you use.
Why detection beats guessing
| Approach | Detection Time | Accuracy | Outcome |
|---|---|---|---|
| Manual Monitoring | 4-8 hours | 30% | Reactive & Late |
| Social Listening Tools | 2-4 hours | 55% | Volume only |
| Twitter Native | Real-time | 0% | Panic & Overreact |
| Statilize Detection | 18 minutes | 98.4% | Proactive Confidence |
True positive rate tested against 50k+ bot campaigns.
Manipulated trends detected in 2024 alone.
Average time from spike onset to alert delivery.
GDPR compliant. We never access private accounts.
Common Questions
How fast do you detect manipulation?
Average 18 minutes from spike onset. Fastest detection is 6 minutes. We analyze trends every 5 minutes.
What is a 'manipulation score'?
0-100 score indicating likelihood of bot interactions. Based on 6 detection layers including network, timing, and content analysis.
Can sophisticated attacks evade detection?
Our 6-layer approach catches 98%+ of manipulation. Bot farms cannot simultaneously fake network patterns, IP sources, and timing perfectly.
Do you monitor private accounts?
No. We only analyze public tweets and trending data. We strictly adhere to privacy laws and platform terms.
Which countries do you cover?
Currently 15+ including US, UK, Turkey, Germany, France, Brazil, India. New markets added monthly.
Can I track my competitors?
Yes. Add their handles to your monitored keywords to see if their trends are organic or manufactured.
What if a trend is falsely flagged?
You can mark false positives in the dashboard to retrain our model. Our current false positive rate is less than 2%.
Don't Let Bots Control
Your Crisis Response
Start detecting manipulation in the next 5 minutes. 30-day money-back guarantee.