Increase Conversion Rates by 23% with AI-Powered Intent Scoring
Identify high-value visitors before they convert. AI-powered intent scoring adapts to your unique conversion patterns—3x more accurate than time-on-site alone.
Understanding Intent Scores
Scores are normalized to 0-1, then categorized into actionable intent levels
High Intent
Top 20% of visitors. These visitors show strong conversion signals and should receive immediate attention.
Medium Intent
Middle 50% of visitors. Engage with targeted campaigns and personalized content.
Low Intent
Bottom 30% of visitors. Focus on awareness-building and automated nurturing.
Without vs. With Intent Scoring
See the difference intent scoring makes in resource allocation and conversion rates
Without Intent Scoring
- •Spray-and-pray approach: treating all visitors equally
- •Wasted resources on low-intent visitors
- •Missed opportunities with high-intent visitors
- •Generic campaigns with low conversion rates
- •No way to prioritize sales or support efforts
With Intent Scoring
- 23% higher conversion rates by focusing on high-intent visitors
- Efficient resource allocation: high-intent gets priority attention
- Personalized experiences trigger automatically for high-intent visitors
- Targeted campaigns with 3x better ROI
- Sales and support teams prioritize effectively
Traditional Analytics vs. AI-Powered Intent Scoring
See what traditional metrics miss and what AI-powered scoring catches
| Capability | Traditional Analytics | AI Intent Scoring |
|---|---|---|
| Predicts conversion likelihood | ||
| Adapts to your site patterns | ||
| Real-time scoring | Basic metrics only | |
| Identifies anomaly patterns | ||
| Considers multiple signals | Single metrics (time, pages) | |
| Improves over time | Static thresholds | |
| Cross-session tracking | Limited (cookies) | |
| Actionable insights | Historical data only |
Who Benefits Most
Intent scoring delivers value across different business types and industries
E-Commerce
- Show expedited shipping to high-intent visitors
- Trigger abandoned cart emails immediately vs. 24h delay
- Personalize product recommendations by intent level
- Prioritize customer support for high-intent buyers
SaaS & B2B
- Trigger live chat popup for high-intent visitors on pricing
- Route high-intent leads to sales team immediately
- Personalize demo requests based on intent score
- Send targeted case studies to medium-intent visitors
Lead Generation
- Prioritize form submissions by intent score
- Trigger immediate follow-up for high-intent leads
- Personalize content offers based on intent level
- Optimize ad spend by focusing on high-intent segments
How Intent Scoring Works
AI-powered scoring that adapts to your conversion patterns and improves over time
Feature Extraction & Anomaly Detection
For each visitor, WysLeap extracts 8+ behavioral features: visit count, time on site, page depth, scroll depth, click rate, recency, browser type, and anomaly scores. Anomaly scores detect unusual navigation patterns—like visitors who skip typical user flows or exhibit bot-like behavior—helping identify both high-intent buyers and potential fraud.
Anomaly detection identifies patterns that deviate from normal user behavior, such as visitors who navigate directly to checkout without browsing, or those who exhibit suspicious patterns that might indicate bots or scrapers.
Weighted Scoring & Normalization
Each feature is weighted based on what actually leads to conversions on your site. The AI model calculates a weighted score, normalized to 0-1, which determines intent level. You see both the numerical score (0.0-1.0) and the category (High: 0.70-1.0, Medium: 0.40-0.69, Low: 0.0-0.39).
Scores update immediately when a visitor arrives and become more reliable after 2-3 pageviews. First-time visitors start with baseline scores based on general patterns, while returning visitors benefit from historical data.
Cross-Session Visitor Identification
WysLeap uses device fingerprinting (browser, device type, screen size, timezone) combined with behavioral patterns to identify visitors across sessions—no cookies required. This enables accurate intent scoring even for returning visitors who cleared cookies or use incognito mode.
Privacy-preserving fingerprinting uses aggregated behavioral signals, not personal information, ensuring GDPR and CCPA compliance while maintaining 99.5%+ identification accuracy.
Adaptive Learning & Feature Importance
When conversions happen, the AI compares converter features to non-converter features. Feature weights are adjusted using gradient descent to improve prediction accuracy over time. You can see which features matter most for your site—for example, "time on pricing page" might have 2.3x weight while "scroll depth" has 1.2x weight.
The model correctly identifies 75% of converters before they convert, and improves to 82%+ accuracy after learning from 1,000 conversions. This is 3x more accurate than using time-on-site alone.
Real-Time Updates & Action Triggers
Intent scores update in real-time as visitors browse your site. Scores reflect current behavior, enabling immediate action through webhooks, API integrations, or marketing platform connectors. Trigger personalized experiences, campaigns, or support prioritization automatically.
Edge cases: First-time visitors get baseline scores that improve with each pageview. Returning visitors who converted before are scored based on new intent signals. The model handles concept drift automatically as your business patterns change.
See Intent Scores in Action
Intent scores appear in your dashboard with both numerical values and visual indicators
Live Visitor Dashboard
Real-time intent scoring from /demo
Working out the details..
Scores update in real-time as visitors browse. View full dashboard to see detailed feature breakdown and top contributing factors.
Integration & Technical Details
Act on intent scores through webhooks, APIs, or marketing platform integrations
Integration Options
- Webhooks: Real-time intent score updates sent to your endpoints
- REST API: Query intent scores programmatically for custom integrations
- Marketing Platforms: Native integrations with popular platforms (coming soon)
- JavaScript SDK: Trigger actions directly from your frontend code
Scoring Timeline
- Immediate: Baseline score assigned when visitor arrives
- 2-3 pageviews: Scores become more reliable with behavioral data
- Real-time updates: Scores refresh with each pageview or interaction
- Cross-session: Returning visitors benefit from historical patterns
Predictive Accuracy & Realistic Expectations
Understanding how well intent scoring works and what to expect
Accuracy Metrics
- 75% prediction accuracy: Correctly identifies 3 out of 4 converters before they convert
- 3x more accurate than using time-on-site alone as a predictor
- Improves to 82%+ after learning from 1,000 conversions
- Feature importance visibility: See which behavioral signals matter most for your site
False Positives & Negatives
No prediction model is perfect. Here's what to expect:
- !False Positives (25%): Some high-intent visitors won't convert. This is normal—use intent scores as a guide, not a guarantee.
- !False Negatives: Some low-intent visitors will convert. The model improves over time as it learns from actual conversions.
- Continuous improvement: The AI learns from every conversion, reducing false positives and negatives over time
Privacy-Preserving Intent Scoring
Intent scoring uses aggregated behavioral analysis without collecting personal information
GDPR & CCPA Compliant
Intent scoring analyzes behavioral patterns (time on page, navigation paths, click patterns) rather than personal information. No cookies required for visitor identification—we use privacy-preserving device fingerprinting.
- No PII collection
- Behavioral patterns only
- GDPR & CCPA compliant
- Data retention controls
Visitor Identification
WysLeap uses device fingerprinting (browser, device type, screen size, timezone) combined with behavioral patterns to identify visitors across sessions. This enables accurate intent scoring without relying on cookies or personal information.
- 99.5%+ identification accuracy
- Cookie-free tracking
- Cross-session continuity
- Privacy-preserving ML models
Key Features
Everything you need for intelligent, real-time intent scoring
Real-Time Scoring
Every visitor gets an intent score (0.0-1.0) that updates in real-time as they browse. Scores are categorized into High (0.70-1.0), Medium (0.40-0.69), and Low (0.0-0.39) for easy action.
- Instant scoring on arrival
- Dynamic updates with each pageview
- Both numerical and categorical scores
Adaptive Learning
The AI learns from your conversions to improve scoring accuracy. Feature weights adjust automatically, and you can see which features matter most for your site.
- Learns from conversions
- Site-specific adaptation
- Feature importance visibility
- 75% → 82%+ accuracy improvement
Actionable Integration
Act on intent scores immediately through webhooks, REST API, JavaScript SDK, or marketing platform integrations. Trigger personalized experiences, campaigns, or support prioritization.
- Webhook triggers
- REST API access
- JavaScript SDK
- Marketing platform connectors
Start Scoring Visitor Intent Today
See live intent scores in action. Identify your top 10 highest-intent visitors right now—zero configuration required.