Advanced Company Equity Analysis
FirmAdapt combines forensic financial analysis, machine learning, and real-time data to help investors make smarter decisions faster.
What FirmAdapt Does
Mispricing Detection
Multi-model valuation scoring identifies stocks trading above or below fair value.
AI Disruption Index
Measures how vulnerable a company's departments are to AI automation and displacement.
SEC Filing Forensics
Parses 10-K filings to extract risk factors, MD&A insights, and financial anomalies.
Sentiment Analysis
Aggregates news, social media, and brand reputation signals for real-time sentiment scoring.
Price Alerts
Set custom alerts to get notified when stocks hit your target prices or score thresholds.
Faith Screening
Shariah-compliant screening based on ETF holdings from HLAL, SPUS, and ISDU funds.
How It Works
1
Search
Find any publicly traded or private company by ticker symbol or name. We cover S&P 500, NASDAQ, Russell, and international indices.
2
Analyze
Our AI engine performs deep-dive analysis across 10-K filings, financial statements, social media sentiment, brand reputation, web traffic, and competitive positioning.
3
Score
Get composite scores across valuation (35%), fundamentals (30%), technicals (20%), and sentiment (15%). Each dimension is independently weighted and scored.
4
Act
Set price alerts, track your watchlist, compare sector performance, and identify mispriced opportunities before the market corrects.
5
Optimize
Use the AI Disruption Index to understand which companies and departments are most vulnerable to automation and which are best positioned to leverage AI.
Data Sources & Coverage
SEC EDGAR
10-K, 10-Q filings
TwelveData
Real-time market data
News Aggregation
Multi-source sentiment
Social Signals
Reddit, Twitter, forums
Google Trends
Search interest tracking
ETF Holdings
HLAL, SPUS, ISDU
Scoring Methodology
Every company receives a composite score from 0-100 based on four independently weighted dimensions. Scores are recalculated with each scan to reflect the latest data.
Valuation35%
DCF, P/E relative, EV/EBITDA, PEG ratio analysis
Fundamentals30%
Revenue growth, margins, ROE, debt ratios, cash flow
Technicals20%
Moving averages, RSI, MACD, volume trends, support/resistance
Sentiment15%
News tone, social buzz, analyst consensus, insider activity
Technology
FirmAdapt is built on a modern, high-performance stack designed for real-time financial analysis at scale.
AI Models
Claude Opus for deep analysis, Perplexity Sonar for real-time news search
Backend
Python FastAPI with async processing and background task scheduling
Database
MongoDB with atomic credit operations and audit logging
Frontend
Next.js React application with real-time updates
Ready to get started?
Sign up for free and get 10 credits to start analyzing companies.
Questions? Contact support@firmadapt.com