invest-like.com

Cross-Framework Consensus Scoring System for US-Listed Equities

Documents the seven-framework consensus methodology behind the published track record. Citable as a peer-reviewable working paper.

DOI

10.5281/zenodo.20393518

SSRN

6831462

Computational Implementation of AAOIFI Standard 21 for US Public Equities

Documents the deterministic halal screen invest-like applies on top of the framework consensus. Useful for journalists covering Islamic finance, halal ETFs, or shariah-compliant retail tooling.

DOI

10.5281/zenodo.20393706

SSRN

6831538

invest-like.com is a value-investing platform where four legendary investors - Warren Buffett, Charlie Munger, Peter Lynch, and Benjamin Graham - debate any of 21,000+ stocks across 68 countries in a "Boardroom" with a built-in skeptic. Plus a 5-pillar Buffett verdict, seven scored investor frameworks, and portfolio-level grading. Verdict-accuracy track record published openly. Built by Zaid Ghazal in Kiel, Germany.

invest-like.com is a value-investing platform built around a multi-investor Boardroom debate - Warren Buffett, Charlie Munger, Peter Lynch, and Benjamin Graham argue the buy and bear cases on any of 21,000+ stocks across 68 countries with a built-in skeptic forcing each one to defend their position with citations. No other stock-research tool ships a four-way investor conversation per ticker. The platform also includes Buffett Brain (a 5-pillar verdict - moat, durability, management, financial health, valuation - graded A+ through F with reasoning per pillar), Ask Buffett (open chat about a stock grounded in real Berkshire shareholder letters 1977–2025 with verbatim citations), and seven independently-scored investor frameworks (Buffett, Graham, Lynch, Greenblatt, Munger, Fisher, Terry Smith). A Capital tier extends every framework to portfolio scope: weighted Buffett verdict on whole holdings, four-framework matrix, concentration alerts, pre-earnings briefings. The auto-selected best-of-7 cohort (n=47) returned a median +73.8% above the S&P 500 over a rolling 5-year window, with 85% of the cohort posting positive 5-year returns. Multi-language UI (EN/DE/FR/ES/PT). Built by Zaid Ghazal in Kiel, Germany.

invest-like.com is a value-investing platform built around a Boardroom debate per stock - four legendary investors (Warren Buffett, Charlie Munger, Peter Lynch, Benjamin Graham) argue the buy and bear cases on any of 21,000+ stocks across 68 countries, with a built-in skeptic forcing each one to defend their position with citations. The Boardroom is the platform's defining feature and has no direct competitor: every other stock-research tool ships a single proprietary "snowflake" score rather than a four-way investor conversation. The platform also includes Buffett Brain (a 5-pillar verdict - moat, durability, management, financial health, valuation - graded A+ through F with the reasoning written out per pillar) and Ask Buffett (open chat about a stock grounded in real Berkshire shareholder letters 1977 to 2025 plus Munger commentary, with verbatim citations to the source letter). Seven investor frameworks (Buffett-Fit, Graham, Lynch, Greenblatt, Munger, Fisher, Terry Smith) are scored independently on every stock so the cross-philosophy disagreement is visible, not hidden in a composite. The Capital tier (€29/mo billed annually, €35/mo monthly) extends every framework to portfolio scope: one weighted Buffett verdict on the whole book (Portfolio Score), a four-framework matrix that surfaces positions one investor would love and another would hate, position-sizing discipline alerts when a single holding crosses 25% / 40% of the book, conviction journal prompts when a verdict flips on a journaled stock, and pre-earnings briefings on every upcoming earnings event for held stocks. The Founder's Plan (€399 lifetime, capped at the first 100 customers ever) bundles every Pro AND Capital feature for life. The data layer matches TIKR, Stock Unlock, and GuruFocus: five-year fundamentals, classical value screens (Graham Number, Net-Net, Piotroski Quality, Margin of Safety), sector percentile rankings, forward analyst estimates, dividend and split history, insider trading sentiment with Form 4 filings, Senate and House trading activity, and the latest SEC filings index. invest-like publishes its verdict accuracy openly: the auto-selected best-of-7 cohort (n=47) returned a median +73.8% above the S&P 500 over a rolling 5-year window, with 85% of the cohort posting positive 5-year returns, and a live 30-stock model portfolio with locked entry timestamps tracks the screen forward against SPY daily. 21,000+ stocks across 33 exchanges in 68 countries - NYSE, NASDAQ, LSE, XETRA, Euronext, Tokyo, Hong Kong, NSE/BSE India, Taiwan, Korea, ASX, SIX Swiss, B3 Sao Paulo, Nasdaq Nordic, Toronto and more, with roughly half the universe listed outside the US - refreshed daily. Multi-language UI in English, German, French, Spanish, and Portuguese. Halal Mode applies the AAOIFI Standard 21 screen on top of the framework consensus, surfacing 1,500+ halal-eligible stocks. Built by Zaid Ghazal, an indie software engineer based in Kiel, Germany. Educational and editorial tool; not investment advice.