Fake product review on a marketplace
Detected as AI-written.
AI-generated: 92%
Detect AI-generated text in user-generated content
Detect AI-generated text in messages, reviews, comments, and profiles. Lasso returns an AI-generation probability score. Your rules decide what happens next.
Romance scam message in dating chat
Identified as AI-generated.
AI-generated scamMass-produced AI spam across accounts
Detected at scale.
AI-generated spam94% likely AI-generated
Probability score. Flagged for review.
AI-generated: 94%
Lasso's four-layer AI-generated text detection pipeline
1ML classification
ML models scan every message for AI-generation signals.
Detection works across message lengths, from short chat messages to long-form reviews. High-probability content actioned immediately. Uncertain content moves to the next layer.
See Lasso in action
AI-generated: 94%
ML Classification
4 msgs scored
@trader_marcus
AI-generation probabilityAI 94%
@crypto_lena
AI-generation probabilityAI 92%
@invest_dan_
AI-generation probabilityAI 95%
@finance_kara
AI-generation probabilityAI 93%
Average AI confidence93.5%
2Custom rules
Your rules determine what happens at each probability level.
Set thresholds per content type: auto-flag reviews above 80%, allow AI-assisted product descriptions, escalate AI-generated messages in dating chat. Configured in the dashboard.
See Lasso in actionLayer 1 Output
1AI-generation 94%
2AI-generation 92%
3AI-generation 95%
Custom Rules
FlagAuto-flag content above 80% AI-generation
@trader_marcus — 94%
@crypto_lena — 92%
@invest_dan_ — 95%
Auto-flagged
3 messages above 80% AI threshold
3AI moderator
AI Moderator evaluates whether AI-generated text is harmful in context.
An AI-assisted product description may be acceptable. An AI-generated romance scam message is not. The AI Moderator considers content type, user history, and platform policy to distinguish between legitimate use and abuse.
See Lasso in action
AI-generated · scam pattern
AI Moderator
Analyzing
Extract
AI-generation signal at 87%
Analyze
Romance-scam phrasing + off-platform request
Context
First message, new account, dating chat
Classify
AI-powered romance scam
Auto-removed
AI-powered romance scam in dating chat
4Human review
Human moderators review borderline cases with full context.
AI-generation score, content type, user history, AI Moderator reasoning. Decisions retrain the pipeline. New AI writing styles caught faster over time.
See Lasso in actionQueued for review
AI Moderator reasoning
AI-generation 74% · scam-pattern 38% — below auto-action threshold.
Human Review1 of 3
AI-generation
74% probability — Borderline
Scam pattern
38% match · ambiguous
Context
First message · off-platform request
AI confidence
Composite score74%
Below auto-action threshold (90%)
This decision will train the AI for future similar content
What AI-generated text detection includes
Detect AI-written content across your platform. Short chat messages and long-form reviews both classified. Configurable thresholds let your platform decide what to flag, review, or allow.
Moderation queuescoring live
Chat · @sam
hey, are you free this weekend?
Review · marketplace
Absolutely exceeded all my expectations — the quality is unmatched…
Profile bio · @lena
Travel enthusiast & coffee lover. Always chasing sunsets…
Chat · @kev
thx for the help yesterday!
Auto-flag threshold
80%auto-flag · above
Highest scored
92%
Marketplace review · auto-flagged
Detect AI-powered spam campaigns. AI-generated spam passes quality filters that catch template-based spam. Lasso combines AI-generation probability with spam pattern detection to flag mass-produced content that reads like genuine messages.
Detect AI-powered scams. AI-generated romance scam messages sound genuine. Phishing texts adapt to context. Social engineering scripts are produced at scale. Lasso evaluates scam patterns together to catch threats that either signal alone would miss.
Moderation queuescoring live
Chat · @sam
hey, are you free this weekend?
Review · marketplace
Absolutely exceeded all my expectations — the quality is unmatched…
Profile bio · @lena
Travel enthusiast & coffee lover. Always chasing sunsets…
Chat · @kev
thx for the help yesterday!
Auto-flag threshold
80%auto-flag · above
Highest scored
92%
Marketplace review · auto-flagged
Lasso: next-gen AI content moderation
99%
On autopilot, and getting smarter every day.
Three layers of AI handle the volume, your rules, and the grey areas. Your team only sees what truly needs them, and every decision they make improves the system.
Keep users safe without driving them away.
Customizable moderation that lets you find the right balance between safety and user experience. So you protect your community without suppressing the culture that makes it worth joining.
Complexity removed from content moderation.
One API. Clear dashboards. A moderation pipeline built around one-click actions and the right context, right where you need it.
★★★★★
4.9
Highest rated in content moderation on G2.
Every platform faces AI-generated text. Lasso detects it.
Dating
AI-powered romance scams target users at scale.
- AI-generated romance scam messages that mimic genuine emotional connection
- Catfishing profiles with AI-written bios designed to pass authenticity checks
- Mass-produced opening messages sent by AI across thousands of profiles
- AI-crafted social engineering texts requesting money or personal information
Marketplaces
AI-generated content erodes marketplace trust.
- AI-generated fake reviews designed to boost or sabotage product ratings
- Fraudulent listing descriptions written by AI to mislead buyers
- AI-crafted seller messages attempting off-platform transactions
- Mass-produced Q&A answers generated to manipulate purchase decisions
Social platforms
AI-generated text powers coordinated inauthentic behavior.
- AI-generated comments designed to manipulate public opinion at scale
- Coordinated campaigns using AI-written posts across multiple accounts
- AI-produced misinformation formatted as legitimate news or expert commentary
- Synthetic engagement: AI-generated replies creating false consensus
Gaming
AI-powered spam and scams overrun game chat.
- Bot-generated chat spam flooding game lobbies with AI-written messages
- AI-scripted trade scams targeting players with personalized offers
- Automated phishing messages in game chat directing players to fake sites
- AI-generated griefing messages at scale across multiple lobbies
Publishing
AI-generated comment spam undermines reader discussions.
- AI-generated comment spam flooding article discussions
- Synthetic engagement: AI-produced comments creating false debate
- AI-written letters to the editor or reader submissions
- Bot-generated opinion comments designed to shift public perception
Adult entertainment
AI-generated profiles and messages threaten platform trust.
- AI-generated fake performer profiles with synthetic bios
- AI-crafted solicitation messages for illegal services
- Mass-produced AI reviews designed to boost or damage performer ratings
- AI-generated messages in live chat mimicking genuine interaction
FAQs
AI-generated text detection, answered
Lasso's AI moderator analyzes text patterns to determine whether content was written by an AI model or a human. Your custom thresholds and the four-layer pipeline determine what action to take.
AI-generated content is harder to moderate than human-written abuse. It passes keyword filters, mimics authentic communication, and scales infinitely. Scammers use AI to produce personalized fraud messages. Fake reviews generated by AI damage marketplace integrity. Coordinated AI-written comments manipulate public discourse.
Detection is the first step. Lasso's AI Moderator (Layer 3) evaluates whether AI-generated content is harmful in context. Human moderators (Layer 4) handle edge cases.
Lasso provides an AI-generation probability score per message. The detection pipeline is designed to identify AI-generated text regardless of which model produced it, so enforcement works consistently as new AI models emerge.
Accuracy depends on content length, language, and context. Probability scoring gives you control: set strict thresholds for high-risk content types and permissive thresholds for low-risk ones. The four-layer pipeline handles uncertainty: borderline scores go to human review rather than auto-enforcement. Every human decision retrains the system.
See what's AI-generated in your content
Lasso's AI-generated text detection identifies synthetic messages, scams, spam, and fake reviews before they reach your users. Set up in minutes, not months.
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