About RIVAL
Ryan's Intelligence, Valuation & Analytics Lab
The Problem
The market research industry generates approximately $30 billion annually selling structured reports at premium prices. A single industry report from firms like Allied Market Research, Mordor Intelligence, or Grand View Research costs $2,500 to $8,000+.
The analytical methodology behind these reports — aggregate public data, apply growth rate assumptions, present in a standardized format — follows a highly templated structure. Every report uses the same sections: market size and CAGR, segmentation, competitive landscape, drivers, restraints, and forecasts.
This means an enormous pool of professionals — startup founders, consultants, PE/VC associates, product managers, and researchers — who need credible market intelligence but cannot justify $3,000+ per report are left without options.
Our Solution
RIVAL generates institutional-grade market reports using AI, delivering ~100-page reports at $500 — a 90% cost reduction from incumbent pricing. Every report includes sourced projections, data tables, competitive landscapes, regional analysis, and a full methodology appendix.
Every quantitative claim cites its data source. Market projections include explicit methodology with stated assumptions. A buyer can trace any number back to its origin — SEC filings, Federal Reserve data, BLS, Census Bureau data, or industry publications.
How It Works
Research Planning
AI analyzes your market topic and generates a structured research plan targeting relevant data sources.
Data Collection
Automated queries to SEC EDGAR, FRED, government databases, and targeted web research gather quantitative data.
Section Generation
Each of 12 report sections is generated independently with full source attribution and cross-section consistency.
Verification & Delivery
AI verification checks numeric consistency and citation validity, then renders a branded PDF delivered to your inbox.