Getting Started with Rivallens AI
Learn how to analyze your first product in under 3 minutes. This quick start guide walks you through entering a URL, understanding your report, and turning insights into action.
What is Rivallens AI?
Rivallens AI is an AI-powered competitive intelligence platform that transforms any product URL into a comprehensive analysis report in under 3 minutes. Powered by a 1+7 multi-agent architecture, it analyzes 40+ dimensions across 10 specialized layers — from fact extraction to strategic action items.
Whether you're validating a startup idea, monitoring competitors, or planning your go-to-market strategy, Rivallens AI gives you the depth of a dedicated analyst team at the speed of AI.
Your First Analysis in 3 Steps
Step 1: Enter a Product URL
Navigate to the analysis page and paste any product website URL:
- A direct competitor (e.g.,
linear.app,notion.so) - A product in a market you're researching
- Even your own product to see how Rivallens AI perceives it
Pro tip: Always enter the homepage URL rather than a specific feature or pricing page. Rivallens AI crawls the site structure to build the most complete picture.
Step 2: Watch the Agents Work
Once you click "Start Free Analysis," the multi-agent system activates:
- Phase 1 (~30 seconds): The Fact Agent crawls the target website, extracting structured data across 10 dimensions — product positioning, features, pricing, traffic, tech stack, and more.
- Phase 2 (~90 seconds): Seven specialized agents run in parallel, each analyzing the fact data from its domain perspective: business model, competitive landscape, growth signals, strategic insights, and action planning.
The total time is typically under 3 minutes — the time of the slowest agent, not the sum of all seven.
Step 3: Explore Your Report
Your report is organized into 8 tabs, each representing a layer of analysis:
| Tab | What You'll Learn |
|---|---|
| Product | Verified data: features, pricing, traffic, tech stack, company info |
| Why Users Pay | Why users pay: pain points, value proposition, switching costs |
| Business Engine | Financial model: revenue estimates, market size, unit economics |
| Competitors | 5-8 competitors mapped with feature and pricing comparisons |
| Growth Signals | Momentum indicators: traffic trends, hiring, funding, social media |
| Opportunity | Strategic synthesis: opportunities, threats, market positioning |
| Build Plan | Prioritized roadmap: quick wins, short-term plays, long-term moves |
| Market Pulse | Recent changes: product updates, company news, market shifts |
Understanding Confidence Levels
Rivallens AI marks every data point with a confidence indicator:
- Found — Verified data extracted directly from the website or authoritative sources
- Inferred — AI-estimated based on industry benchmarks and pattern analysis
- NotPublic — Data that is not publicly available or requires direct contact
This transparency ensures you always know what's verified fact and what's informed estimation.
What to Do with Your Report
If You're Validating an Idea
Focus on the Competitors and Business Engine:
- Is the market crowded or open?
- What gaps exist that your idea could fill?
- What's the estimated market size and revenue potential?
If You're Monitoring Competitors
Focus on the Growth Signals and Market Pulse layers:
- Are competitors growing or declining?
- What new features or markets are they pursuing?
- What hiring patterns suggest about their strategy?
If You're Planning Your Roadmap
Focus on the Opportunity and Build Plan layers:
- What differentiation opportunities exist?
- Which features should you build first?
- What should you do in the next 30, 90, and 180 days?
Pro Tips for Power Users
Analyze in Batches
Run 5-8 competitor analyses back-to-back. Cross-reference reports to identify patterns, gaps, and opportunities that aren't visible when analyzing a single product.
Re-analyze Monthly
Competitive landscapes change weekly. Set a calendar reminder to re-analyze key competitors monthly. You'll spot trends before they impact your business.
Export and Share
Export reports as PDF, Markdown, or Word. Share them with your product, marketing, and leadership teams. Competitive intelligence is most valuable when it informs decisions organization-wide.
Use Multiple Angles
Analyze the same competitor from different perspectives:
- Enter their homepage for the broadest overview
- Enter their pricing page to focus on monetization
- Enter a competitor's product to understand how Rivallens AI classifies them
Next Steps
Ready to experience competitive intelligence at AI speed?
Want to go deeper? Explore our detailed guides:
- Multi-Agent Architecture — How 8 specialized AI agents collaborate
- Analysis Dimensions — Complete reference of all 40+ dimensions
- Report Interpretation — How to read and act on every layer
- Use Cases & Best Practices — Real-world scenarios and workflows
- Export & Integration — Export reports, share with teams, and integrate into workflow
Analysis Dimensions Reference
Complete reference guide to Rivallens AI's 40+ analysis dimensions across 10 layers. Understand what each dimension measures and how to use it for strategic decision-making.
Report Interpretation Guide
Learn how to read, interpret, and act on Rivallens AI competitive intelligence reports. Turn raw data into strategic decisions with practical frameworks for each report layer.