Powerful Prediction Features
Everything you need to forecast future rankings
Domain-Specific Predictions
Select any domain from your tracked sites. Predictions are based on that domain's unique historical performance and trends.
Trend Analysis
Identify improving, declining, or stable keywords. See ranking velocity and understand which keywords are gaining or losing ground.
Confidence Intervals
Get confidence scores (0-100%) for each prediction. High confidence predictions are more reliable and actionable.
Flexible Time Horizons
Predict rankings for 30, 60, or 90 days ahead. Choose the timeframe that matches your planning cycle.
Historical Data Analysis
View complete position history for each keyword. See how rankings have changed over time and understand patterns.
Ranking Velocity
Calculate how fast positions are changing. Understand if you're improving quickly, declining, or staying stable.
How It Works
Two ways to get accurate predictions
Method 1: Use Existing SERP Snapshots
If you've already run SERP analyses, use your historical data for accurate trend-based predictions.
Select Your Domain
Choose a domain from your tracked sites. The system uses that domain's historical SERP snapshots for analysis.
Choose Time Horizon
Select how far ahead you want to predict: 30, 60, or 90 days. Longer horizons may have lower confidence.
Generate Predictions
The system analyzes historical position data, calculates trends using linear regression, and generates predictions with confidence intervals.
Review, Optimize & Track
See predicted positions, confidence scores, and trends. Get AI optimization plans for each keyword. Use favorites, alerts, and advanced features to manage your strategy.
Method 2: Custom Domain Analysis
Analyze any domain, even without historical data. The system crawls the website, extracts keywords, and generates predictions.
Enter Domain URL
Enter any domain you want to analyze (e.g., example.com). No prior SERP data needed.
Crawl & Analyze
The system crawls the homepage, extracts content, and uses AI to identify relevant keywords and topics.
Check Current Rankings
For each extracted keyword, the system checks current SERP rankings to see if the domain is already ranking.
Generate Predictions & Plans
Based on content analysis, keyword relevance, and competition level, predictions are generated with confidence scores. Each keyword includes detailed AI optimization plans with content recommendations, backlinks needed, and schema types.
Key Points
- Existing Snapshots: More accurate predictions with higher confidence scores (requires at least 2 historical snapshots per keyword)
- Custom Domain: Perfect for analyzing new domains or competitors. Predictions are based on content analysis and current SERP data.
- Both Methods: Provide trend analysis, confidence intervals, and actionable insights to guide your SEO strategy.
- Advanced Features: Favorites with position tracking, saved reports, email alerts, advanced filtering, export functionality, visual charts, ROI estimation, and AI optimization plans for each keyword.
Why Use Predictive Forecasts?
Make data-driven decisions about your SEO strategy
Plan content strategy based on predicted rankings
Identify keywords likely to improve or decline
Allocate resources to high-confidence opportunities
Set realistic ranking goals and expectations
Understand ranking velocity and trends
Make informed decisions about keyword targeting
Track favorite keywords with position change alerts
Get AI-generated optimization plans for each keyword
Export data and create custom reports
Compare mobile vs desktop predictions
Estimate traffic and ROI based on predicted positions
Monitor prediction accuracy over time