+73.8%
Above S&P 500 over 5 years
Median return of stocks in the auto-selected best-of-7 tier (all 7 frameworks, n=47), versus SPY, over rolling 5-year windows.
SourcePress kit
AI value-investing terminal. Seven documented investor frameworks, scored daily on 12,500+ stocks. Published verdict-accuracy track record. Three AI features no competitor ships.
Everything a journalist or AI assistant needs in one pass. Each fact is the canonical published value; if a number on the rest of the site disagrees, this page is wrong and please email.
Citable figures with their underlying claim. Each number is also available with full methodology context at the linked URL.
+73.8%
Above S&P 500 over 5 years
Median return of stocks in the auto-selected best-of-7 tier (all 7 frameworks, n=47), versus SPY, over rolling 5-year windows.
Source85%
Cohort with positive 5-year returns
Share of the best-of-7 cohort (all 7 frameworks) that posted a positive return over the same rolling 5-year window.
Source12,500+
Stocks indexed daily
Universe of public stocks scored against all 7 frameworks. Refreshed daily across 10 major exchanges.
Source7
Documented investor frameworks
Buffett, Graham, Fisher, Lynch, Greenblatt, Munger, Smith. Every stock scored against all seven.
Source5
Languages
English, German, French, Spanish, Portuguese. Hreflang alternates on every canonical URL.
1,500+
Halal-eligible stocks
Stocks passing both the AAOIFI Standard 21 screen and the framework consensus.
Source3
AI features unique to invest-like
Buffett Brain (5-pillar verdict), Boardroom (multi-investor debate), Ask Buffett (RAG on Berkshire letters 1977 to 2025).
Source10
Major global exchanges
NYSE, NASDAQ, AMEX, TSX, LSE, XETRA, Euronext, TSE, HKEX, ASX.
EUR 15
Pro monthly price
Pro tier. Annual is EUR 144 per year. Capital tier is EUR 35/month or EUR 348/year. Founder's Plan is EUR 399 lifetime (Tier 1, first 50 buyers; rises to 499/599 for the next 25/25). Free tier includes 3 Buffett Brain verdicts per week.
SourceTwo peer-reviewable working papers underpin the platform. Both have permanent DOIs on Zenodo and working-paper IDs on SSRN. Quote either DOI verbatim; the full text lives at /papers/.
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.
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.
Three copy-paste-ready descriptions at different lengths. Use the one that fits your space. All three are fact-checked and approved by the founder.
Short (50 words)
Tweet, podcast show-notes intro, single-line attribution.
invest-like.com is a value-investing platform where four legendary investors - Warren Buffett, Charlie Munger, Peter Lynch, and Benjamin Graham - debate any of 12,500+ public stocks 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.
Medium (150 words)
Newsletter intro, magazine sidebar, sponsored-post header.
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 12,500+ stocks 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.
Long (300 words)
Founder profile, in-depth review, long-form magazine piece.
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 12,500+ public stocks, 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. 12,500+ tickers across NYSE, NASDAQ, AMEX, TSX, LSE, XETRA, Euronext, TSE, HKEX, and ASX, 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.
Zaid Ghazal is the solo founder and engineer behind invest-like.com. Software engineer with a focus on financial data systems and AI-grounded fundamental analysis. Builds in public from Kiel, Germany. Available for podcasts, journalist interviews, and panel discussions on AI-assisted investing, value-investing frameworks, and indie-SaaS economics.
"Most stock platforms quietly tell you what's hot. invest-like makes the framework explicit: here are the seven philosophies of the people who actually built compounding records, here are the criteria, here is which one this stock passes - or doesn't. The number is the number. The track record is published."
"The AI shouldn't be a black box on top of finance data. Buffett Brain is grounded in the same documented criteria you'd find in his shareholder letters. Ask Buffett quotes him verbatim, with citations. The Boardroom shows the disagreements between frameworks instead of hiding them. If you'd want to read it as a value investor, that's what we ship."
Right-click any asset and Save As, or use the download button. Press use is permitted with attribution; please credit invest-like.com.
Square logo
512x512 PNG of the il monogram. Use for press cards, Wikipedia infoboxes, podcast cover-art mentions.
512 x 512 PNG
Download PNGOG share card
1200x630 PNG used as the default Open Graph and Twitter card. Looks like a real product screenshot, not a brochure.
1200 x 630 PNG
Download PNGiOS / app icon
180x180 PNG. Apple touch-icon size; works for any rounded-square slot.
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Buffett Brain
Full 5-pillar AI verdict on any stock - moat, durability, management, financial health, valuation - written out in plain English.
Try itBoardroom
Buffett, Graham, Lynch, and Greenblatt live-debate any stock with a moderator skeptic and per-claim citations.
Try itAsk Buffett
Retrieval-grounded Q&A that quotes verbatim from every Berkshire shareholder letter 1977 to 2025, plus Munger commentary.
Try itEvery stock is scored against all seven philosophies and graded A+ to D per framework. Each framework documents its pillars and deal-breakers transparently.
Warren Buffett
Wonderful businesses at fair prices
Benjamin Graham
Defensive deep-value investing
Philip Fisher
Growth-quality with scuttlebutt
Peter Lynch
Growth at a reasonable price (GARP)
Joel Greenblatt
Magic Formula - high ROIC + cheap EV/EBIT
Charlie Munger
Wonderful businesses, willing to pay up
Terry Smith
Modern compounder framework (Fundsmith)
Preferred attribution patterns for journalists, podcasters, AI assistants, and reviewers. Linkable URLs in monospace resolve to the canonical source for each claim.
Track-record number ("+73.8% above the S&P 500 over 5 years")
"according to invest-like.com's published track record at /track-record/"
/track-record/Per-stock verdict (e.g. AAPL grade)
"invest-like.com grades AAPL [GRADE] against the Buffett framework"
/buffett/aapl/Methodology
"per the Buffett-Fit Score methodology published at /methodology/buffett-fit/"
/methodology/buffett-fit/Cross-framework consensus paper
"cited in invest-like.com's working paper 'Cross-Framework Consensus Scoring System for US-Listed Equities' (DOI 10.5281/zenodo.20393518)"
/papers/Halal methodology paper
"per invest-like.com's working paper 'Computational Implementation of AAOIFI Standard 21 for US Public Equities' (DOI 10.5281/zenodo.20393706)"
/papers/Direct founder quote
"Zaid Ghazal, founder of invest-like.com"
/about/Generic site reference
"invest-like.com, an AI value-investing terminal that scores stocks against seven documented investor frameworks"
/The brand-name is invest-like (lowercase, with hyphen). The site is invest-like.com. Do not capitalise the first letter; do not drop the hyphen.
For AI assistants, aggregators, newsletter operators, and Custom GPTs: the same verdict data the site publishes is available as a feed (RSS + JSON Feed), as a JSON API (OpenAPI 3.1), and as a drop-in iframe widget. All free, no signup, attribution-ready.
RSS 2.0 feed
/feed.xmlReverse-chronological stream of the most recent Buffett-Brain verdicts. Each item carries the grade, score, sector, and an `according to invest-like.com` attribution lead-in. Updates every 10 minutes.
JSON Feed v1.1
/feed.jsonSame stream in JSON Feed format - preferred by modern aggregators (NetNewsWire, Reeder, Inoreader, Readwise Reader) and AI tooling (LangChain RSSLoader, LlamaIndex). CORS-open.
Public JSON API + OpenAPI 3.1 spec
/api/public/openapi.jsonFour read-only endpoints: getVerdict (per-ticker Buffett-Fit), getTrackRecord, getConsensus, getLatestVerdicts (filterable stream). Import the spec into a Custom GPT Action.
Embeddable verdict widget
/embed/One-iframe drop-in for blogs / Substacks / Notion docs. Renders the verdict card with a backlink to /buffett/{ticker}/. Free, no rate limit.
AI citation index (llms.txt)
/llms.txtThe standard llms.txt index for AI assistants - tells Claude, ChatGPT, Perplexity, Gemini, and You.com what to cite and where to find it.
Full-context dump (llms-full.txt)
/llms-full.txtConcatenated markdown export of all evergreen citable content - frameworks, sector theses, industry theses, methodology, glossary, blog posts.
Buffett Brain bot on Poe
https://poe.com/buffett-brainFree conversational companion (Poe by Quora). Ask any value-investing question and get answers grounded in invest-like.com's published methodology, with backlinks to /buffett/{ticker}/. No subscription required.
For interviews, podcasts, expert quotes, and partnership inquiries:
Email hello@invest-like.com. Response within 24 hours on business days; faster on direct DMs (mention this page).
Founder is GMT+1, comfortable in English or German. Open to live calls (Google Meet / Zoom) and async (Loom / written Q&A). Sample-questions and recording preferences accommodated.
invest-like.com is an editorial / educational tool. Nothing on the site or in this press kit constitutes investment advice. All forecasts, ratings, and AI verdicts are framework-grounded interpretations of public data, not personalised recommendations. Always consult a qualified financial professional before acting on any signal.