Forensic Analysis — US Stock Deep Dive
7-part quantitative framework: Z-Score, F-Score, ROIC-WACC, analyst forensics, forward estimates. Amazon case study. 57 flashcards. Video + Audio.
See it in action
💡 Does this work if I just paste the prompt into any AI — ChatGPT, Gemini, Claude, Grok?
Yes — works right now, no changes needed.
The prompt is structured text (~1,800 words) containing all the financial data, computed metrics
(health score, CAGRs, DuPont), and analytical instructions. Any capable AI can process it.
The only difference vs. the Custom GPT: other LLMs won't have the Finmagine Five-Parameter
methodology pre-loaded, so you'll get the LLM's own analytical framing rather than the specific
scoring structure. For most use cases — quick thesis, risk check, quarterly review — this doesn't matter.
🤖 Finmagine Custom GPT (ChatGPT)
Open Custom GPT →If BSE / NSE / ICRA PDFs aren't loading:
✨ Finmagine Extension Analyst Gem (Gemini)
Open Gemini Gem →
Uses Google's native Deep Research — reads BSE, NSE, ICRA & CRISIL
PDFs natively. Best choice for Deep Research (Template 5) and Management Quality templates.
Requires Gemini Advanced — free for Jio subscribers for 18 months.
🔍 Finmagine Extension Analyst Space (Perplexity)
Open Perplexity Space →
Enriched with live web search — Perplexity fetches real-time news,
recent filings, and current analyst commentary alongside your prompt data.
Best for time-sensitive analysis and Quarterly Review template.
Prompts generated by the extension work with any AI model — ChatGPT, Gemini, Claude, Grok, or Perplexity. The Custom GPT and Gemini Gem give you the Finmagine Five-Parameter scoring structure on top.
Institutional-Grade Stock Analysis — India & US/Global
Free Chrome extension for Indian stocks (Screener.in) and US/Global stocks (stockanalysis.com). 9 analysis templates — including the featured Forensic Analysis with Altman Z-Score, Piotroski F-Score, ROIC-WACC, and analyst consensus forensics. Sector-aware intelligence across 18 Indian sectors and 145 GICS industries. All running privately in your browser.
Download Free Extension View Deep DiveSee it in action
7-part quantitative framework: Z-Score, F-Score, ROIC-WACC, analyst forensics, forward estimates. Amazon case study. 57 flashcards. Video + Audio.
stockanalysis.com support, Altman Z-Score, Piotroski F-Score, ROIC-WACC, 145 GICS industries, 50 flashcards
Architecture, 5 templates, sector-aware intelligence, 21-parameter methodology, and 56 flashcards
Zero data collection guarantee and architecture details
This is what you'll see when you install the extension and visit any Screener.in company page:
The AI Advisor panel appears automatically below the chart section on every Screener.in company page — six analysis templates ready to generate institutional-grade research prompts
Screener.in gives you the data. But turning 12 years of financial tables into a coherent investment thesis still requires the kind of structured analytical thinking that institutions have systematized. The AI Advisor bridges this gap — extracting everything on the page, running sector-aware analysis, and generating research prompts that a Custom GPT transforms into institutional-grade output.
18 industry profiles with customized thresholds. Banks use P/B, not P/E. Metals use EV/EBITDA. Negative cash flow is normal for lending. The extension knows the difference.
Health Score (0-100), CAGR calculations at 4 horizons, DuPont ROE decomposition, valuation verdicts, strengths and concerns — all computed before GPT even gets involved.
The featured template instructs GPT to browse actual BSE PDFs — concall transcripts, annual reports, investor presentations — for 9-part forensic due diligence.
100% client-side processing. No network calls, no analytics, no tracking, no telemetry. Your financial research habits never leave your browser.
Key metrics, 6 financial tables, shareholding patterns, document URLs, pros/cons, sector classification — all extracted on page load in milliseconds.
No subscriptions, no trials, no hidden costs. Institutional-grade analysis workflow completely free for every Indian stock investor.
From raw Screener.in data to AI-ready research prompt in seconds:
Go to any company on Screener.in (e.g., TCS, HDFC Bank, Polycab). The extension activates automatically and extracts all visible data — key metrics, financial tables, shareholding patterns, document links, pros/cons, and sector classification.
Pick from 5 specialized templates depending on your question. Need a complete thesis? Comprehensive Analysis. Worried about risks? Risk-Reward. Want forensic due diligence? Deep Research. The analysis engine runs on first click, computing health scores, CAGRs, and DuPont decomposition.
Click "Open Finmagine GPT" or "Open Gemini Gem" — the prompt is automatically copied to your clipboard and the AI opens in a new tab simultaneously. Just paste and go. You can also edit the prompt before sending, or download it as a .txt file to archive, share, or use with any other AI model (Claude, Grok, Perplexity). Both the Custom GPT and the Gemini Gem are pre-loaded with Finmagine's Five-Parameter scoring methodology and produce institutional-grade research in minutes.
The Finmagine Extension Analyst — a purpose-built Custom GPT running on GPT-5.2 with the Five-Parameter scoring methodology baked into its knowledge base
Prefer Google's Gemini? The Finmagine Extension Analyst Gem is now live — same Five-Parameter methodology, but powered by Gemini's native Deep Research. It browses BSE/NSE filings, concall transcripts, and annual reports in real time (not just the links you paste), and outputs a structured document with a Contents panel and Export to Sheets for the score table. Especially powerful for the Deep Research template. Many Jio subscribers already have Gemini Advanced included in their plan at no extra cost.
Each template is a different lens to examine a company through. Pick the one that matches your current question:
Full 360-degree investment thesis using the Five-Parameter Weighted Scoring Framework. Financial Health, Growth, Competitive Position, Management Quality, and Valuation — each scored 2-10 with a weighted composite.
GPT time: 2-3 min | Best for: First look, thesis building
Identify material risks across 5 dimensions and model probability-weighted Bull/Base/Bear return scenarios. Includes "Cheap for a Reason" detection and margin of safety assessment.
GPT time: 2-3 min | Best for: Pre-buy assessment, value trap detection
12-quarter Promise vs. Delivery tracking, capital allocation efficiency, governance assessment, and the Management Integrity Matrix. Catches "Metric Shopping" red flags.
GPT time: 3-5 min | Best for: Leadership evaluation, family-run companies
Sequential quarterly trend analysis, earnings quality checks, margin trajectory, and forward guidance extraction. Answers: Is quarterly momentum supporting or diverging from the annual story?
GPT time: 2-3 min | Best for: Post-earnings check, monitoring holdings
The GPT goes beyond the prompt data — it browses and reads actual BSE PDFs including concall transcripts, investor presentations, and annual reports. Produces a 9-part forensic analysis: Sector Context, Financial Forensics, PPT Analysis (12 quarters), Concall Transcript Analysis (12 quarters), Annual Report Forensics, Management Integrity Scorecard, News & Competition, Growth Triggers, and Final Verdict.
GPT time: 15-30 min | Best for: Full due diligence before significant investment
Version 2.0 extends the AI Advisor to stockanalysis.com with 4 US/Global stock templates
— headlined by the featured Forensic Analysis template: a 7-part purely quantitative
investigation that processes 11 pages of financial data per stock, including the exclusive
/forecast/ page for analyst price targets and forward EPS estimates.
Each US template is a different lens. Forensic Analysis is the deep investigation template — the US equivalent of Deep Research, but purely quantitative (no concall PDFs on stockanalysis.com).
Part 1: Financial Forensics (P&L, Balance Sheet, Cash Flow, Ratios) → Part 2: Financial Health (Altman Z-Score + Piotroski F-Score) → Part 3: Value Creation (ROIC vs WACC) → Part 4: Ownership Intelligence (Institutional, Insider, Short Interest) → Part 5: Analyst Consensus Forensics (price target spread, recommendation trends, forward estimates) → Part 6: Valuation Forensics → Part 7: Final Verdict (Five-Parameter Score + Bull/Base/Bear).
The AMZN analysis uncovers a paradox: ROIC 14.23% vs WACC 11.04% (positive value creation) alongside a 320x Price-to-FCF ratio and an 85% analyst price target spread — both distorted by a massive $131.8B AI & cloud CapEx cycle. Final score: 7.9/10, Core Compounder.
Complete 30-minute tutorial with the full Amazon case study, all 7 parts explained in depth, 57 interactive flashcards, NotebookLM audio deep dive, and YouTube video walkthrough.
Forensic Analysis Deep Dive → 57 Flashcards, Video & Audio Included
Generic stock screeners apply the same rules to every company. The AI Advisor has 18 distinct sector profiles, each with its own relevant metrics, disabled metrics, and customized thresholds. When the extension detects the company's sector from the Peer Comparison breadcrumb, everything downstream adjusts automatically.
| Sector | Primary Valuation | Special Handling |
|---|---|---|
| Banking | Price-to-Book (P/B) | NIM, GNPA, CASA; skip D/E; negative CFO is normal |
| NBFC | Price-to-Book (P/B) | NIM, GNPA, ROA; D/E threshold raised to 7.0 |
| IT Services | P/E Ratio | Attrition, TCV deal wins; skip D/E, Current Ratio |
| Pharma | P/E Ratio | R&D pipeline, ANDA filings, FDA risk, gross margin |
| Metals & Mining | EV/EBITDA | Cyclical handling; P/E unreliable |
| Infrastructure | EV/EBITDA | Interest coverage, order book-to-revenue |
| FMCG | P/E Ratio | Volume vs. price-led growth, brand premium |
| Real Estate | P/E + NAV | Pre-sales, collections; revenue lags activity |
Plus 10 more sectors: Telecom, Utilities, Chemicals, Auto, Capital Goods, Textiles, Consumer Durables, Insurance, Healthcare, and a General fallback.
Before GPT even sees the data, the extension's analysis engine computes insights that don't exist on the Screener.in page:
Starts at 50 (neutral). Adds bonus points for strong revenue/profit CAGR, high ROE/ROCE, positive cash flow, debt-free status, and sector-specific metrics. Deducts for each concern identified. Color-coded badge: Excellent, Good, Average, Below Average, Poor.
Revenue, Profit, and EPS growth rates at 1-year, 3-year, 5-year, and 10-year horizons. No manual calculation needed — the extension pulls start and end values from the tables automatically.
ROE = Net Profit Margin × Asset Turnover × Equity Multiplier. Reveals whether returns are driven by genuine profitability, operational efficiency, or financial leverage. A 25% ROE from leverage is very different from one from margins.
Sector-aware valuation assessment using the right metric for each industry — P/E for IT, P/B for banks, EV/EBITDA for metals. Compares current multiples against 5-year median and peer benchmarks.
Automated identification across growth, profitability, leverage, cash flow, and shareholding dimensions. Each finding feeds into the health score and is included in the prompt for GPT context.
Up to 12 quarters of concall transcripts (with separate Transcript, PPT, and Recording links), annual reports, credit ratings, and announcements — all URLs extracted and ready for Deep Research.
The Custom GPT doesn't produce ad-hoc analysis. It follows the Finmagine Five-Parameter Weighted Scoring Framework — hard-coded into its knowledge base for consistent, institutional-grade output. This framework evolved from Finmagine's Ranking Methodology, the same battle-tested system used to evaluate 71+ companies across the platform:
| Parameter | Weight | What It Measures |
|---|---|---|
| Financial Health | 25% | Balance sheet strength, profitability metrics, cash flow generation |
| Growth Prospects | 25% | Historical CAGR consistency, future potential (TAM), business scalability |
| Competitive Position | 20% | Market share leadership, economic moats, industry structure |
| Management Quality | 15% | Leadership track record, capital allocation, corporate governance |
| Valuation | 15% | Current multiples, historical context, peer comparison |
Valuation is deliberately weighted at only 15%. The framework prioritizes business quality (Financial Health + Growth + Competitive Position = 70%) over the price you're paying. A great company at a fair price will compound wealth over time. A mediocre company at a cheap price is often cheap for a reason.
Each parameter is scored 2-10. The weighted composite determines the verdict: 8.0-10.0 Exceptional, 7.0-7.9 Strong, 6.0-6.9 Above Average, 5.0-5.9 Average, Below 5.0 Below Average. Every analysis concludes with an investment classification (Core Portfolio Compounder, Tactical Opportunity, or Watchlist) and position sizing guidance.
P/E, P/B, Price, Market Cap, ROCE, ROE, Dividend Yield, Debt/Equity, Book Value, 52-week High/Low, and more from the top ratios section.
6 complete tables: Annual P&L (12 years), Balance Sheet, Cash Flow, Ratios, Shareholding Pattern, and Quarterly P&L (11 quarters).
About section, Pros & Cons, Sector & Industry classification from Peer Comparison breadcrumb, BSE/NSE codes.
Annual Reports, Concall Transcripts (12 quarters with separate Transcript/PPT/Recording links), Credit Ratings, Announcements.
Replace hours of manual due diligence with a structured, repeatable, sector-aware research workflow. Run Comprehensive Analysis on your shortlist, Deep Research on your top picks.
Use the extension as a rapid first-pass filter. The health score and pre-computed CAGRs save time. The structured prompt ensures consistent analytical coverage across your universe.
Learn institutional-grade analysis methodology by seeing it applied to real companies. The Five-Parameter Framework, DuPont decomposition, and sector-aware thinking are core curriculum concepts brought to life.
Generate structured research as a starting point for stock write-ups. The Management Quality template provides unique "Promise vs. Delivery" content that readers love.
The information edge is gone — everyone sees the same Screener.in data. The analytical edge is collapsing — the AI Advisor automates what institutions do with dedicated teams. The behavioral edge remains — and that's the one edge AI can't replace.
AI gives you intelligence. Discipline builds wealth.
Everything you need to master the AI Advisor extension:
The featured US template in depth. 7-part quantitative framework, Amazon case study (Z-Score 5.06, F-Score 5/9, ROIC-WACC spread +3.19%, $131.8B CapEx paradox, Five-Parameter Score 7.9/10). Video walkthrough, audio deep dive, and 57 flashcards.
Complete tutorial for the AI Advisor on stockanalysis.com. Covers 10-page parallel fetch, Altman Z-Score, Piotroski F-Score, ROIC-WACC spread, 145 GICS industries, 4 templates, and real case studies with Amazon, Berkshire Hathaway, and PDD Holdings.
The definitive tutorial covering the architecture, all 5 templates, sector-aware intelligence, health scoring, DuPont ROE, the 21-parameter methodology, and real company examples (TCS, HDFC Bank, Polycab). Includes video guide, audio deep dive, and 56 interactive flashcards.
Complete transparency on data handling. See our zero-collection guarantee and understand exactly how the extension processes data locally in your browser.
The AI Advisor pairs naturally with our other free Chrome extensions — each solves a different part of the research workflow.
We don't collect, store, or transmit ANY of your data. The extension operates entirely locally within your browser. No tracking, no analytics, no external API calls.
Yes! 100% free with no trials, subscriptions, or hidden costs. We built this to democratize institutional-grade research for every Indian investor.
The AI Advisor doesn't just chat — it extracts all financial data from the Screener.in page, runs sector-aware analysis with 18 industry profiles, computes health scores and DuPont decomposition, and assembles everything into a structured prompt optimized for the Finmagine Custom GPT. The GPT has the Five-Parameter scoring methodology baked into its knowledge base. You can't get this quality by just asking ChatGPT "analyze TCS."
The Custom GPT is a specialized ChatGPT instance pre-loaded with Finmagine's 21-parameter analysis methodology, sector-specific valuation frameworks, and institutional-grade scoring rubrics. The extension generates the data; the GPT applies the methodology. Together, they produce research that rivals institutional output.
Yes — there's also the Finmagine Extension Analyst Gem for Gemini users. Same Five-Parameter methodology, but with Gemini's native Deep Research for real-time browsing of BSE filings and concall PDFs. Requires Gemini Advanced (Google One AI Premium — often included free for Jio subscribers).
Yes. The prompt includes real BSE filing URLs for concall transcripts, investor presentations, and annual reports. When you paste it into the Custom GPT (which has web browsing capability), it opens and reads those documents as part of its 9-part forensic analysis. This takes 15-30 minutes because thoroughness requires time.
Yes. The extension supports both Screener.in (Indian stocks, 5 templates) and stockanalysis.com (US/Global stocks, 4 templates including the featured Forensic Analysis). It activates automatically on screener.in/company/* and stockanalysis.com/stocks/* pages.
No registration required. Install and start using immediately.
Chrome and all Chromium-based browsers (Edge, Brave, Opera) on desktop — Windows, macOS, Linux, and ChromeOS.
Mobile devices are not supported. Google Chrome does not support extensions on Android or iOS/iPadOS — this is a platform limitation, not specific to this extension. Google has confirmed this in their own support forums: "Chrome extensions is only supported for the Chrome desktop web browser. And not for iOS and Android." You will need a desktop or laptop to use the Finmagine AI Advisor. — Full reference with all sources →
Yes. The Edit button toggles the prompt between read-only and editable mode. Add custom instructions, focus areas, or specific questions before pasting into GPT.
The best place is the ValuePickr community thread — other investors are there, questions get answered, and feature requests are tracked. You can also use the Chrome Web Store reviews section or the Finmagine contact page.
Install the extension. Visit a company page on Screener.in or stockanalysis.com. Generate institutional-grade research in minutes.
No credit card required • No registration • 100% Free Forever