Investing Insights

In-depth guides on factor investing, stock screening, and portfolio construction, grounded in academic research and written for serious investors.

It's in the Little Things

Accurate data is the foundation every decision stands on. A buyback champion docked for having negative equity. An $82M insider sale that read as -$500M. A 0.1% dividend yield that was really 6%. The unglamorous cross-checks that catch them, one stubborn detail at a time.

·3 min read

Your Portfolio as One Company: The New Portfolio Tracker

Upload a broker statement and every holding lands scored on Quality, Value and Momentum, with insider filings, buybacks and earnings dates watching each position. Then the part nobody else does for retail investors: your whole portfolio as a single company, its look-through ROE, margins and P/E beside the US 500, computed the way Buffett described and Fundsmith practises.

·8 min read

The Decile Tracker's First Month: Value Led, Momentum Reversed

The first walk-forward vintage of the StockRank is scored: 21,830 stocks across 30 markets, bucketed on July 15 and measured to August 10. Value produced a clean staircase, momentum inverted, the composite landed in between, and fourteen countries returned fourteen different verdicts. One month proves nothing. We publish it anyway.

·9 min read

Best Chinese Stocks to Buy in 2026: Top-Ranked A-Share Picks

The average A-share ranks in just the 37th percentile of MoatMap's global universe: the China discount, quantified. Healthcare takes seven of the top 10 as the procurement-squeeze survivors emerge with fortress balance sheets, four of them buying back shares, and every name on the list is Stock Connect eligible.

·12 min read

Best Taiwan Stocks to Buy in 2026: Top-Ranked TWSE and TPEx Picks

The number one stock in the world's most important technology market is a construction company, and that is the AI boom described accurately. The top 10 Taiwan stocks by StockRank: memory-module makers riding the supercycle, chip distribution, and the builders literally pouring the boom's foundations. TSMC is absent, and that is the point.

·12 min read

Best French Stocks to Buy in 2026: Top-Ranked Euronext Paris Picks

No LVMH, no Hermès: the screen found the other France. Four healthcare names in the top 10, a fallen BPO giant priced for its own obituary while its directors buy stock, and an Alsatian utility with the best Quality-Value pair on the board. Directors are buying at six of the top 25.

·12 min read

Best German Stocks to Buy in 2026: Top-Ranked Frankfurt and XETRA Picks

The raw German ranking is topped by Bristol-Myers Squibb, because Frankfurt is a cross-listing venue, so this list applies one editorial rule: German primary listings only. What survives is the listed Mittelstand at its purest: Dräger, Fuchs, a transport-software champion, and Evonik with directors buying.

·12 min read

Best Canadian Stocks to Buy in 2026: Top-Ranked TSX Picks

A tin miner at number one, gold producers with 90+ Quality scores, and the banks appearing only through their leveraged split-share echoes. The top 10 TSX and TSX-V stocks by StockRank, why the resource cycle is paying disciplined producers this time, and the seven NCIBs running in the top 25.

·12 min read

Best UK Stocks to Buy in 2026: Top-Ranked LSE and AIM Picks

London's discount is a feature, and the signal density proves it: nine of the top 25 are buying back shares, directors are buying at six, and Polar Capital and PayPoint carry both signals at once. The top 10 LSE and AIM stocks by StockRank, from a family-run fire-protection compounder to Britain's favourite package-holiday airline.

·12 min read

Best Australian Stocks to Buy in 2026: Top-Ranked ASX Picks

Seven of the top 10 are miners and tin leads the board, which is the commodity cycle expressing itself through the screen. The top 10 ASX stocks by StockRank, the patent-attorney monopoly buying back its own shares in the middle of them, and how franking makes the dividends arrive whole.

·12 min read

Best US Stocks to Buy in 2026: Top-Ranked NYSE and Nasdaq Picks

The top of a disciplined factor screen looks nothing like the S&P 500: LPG carriers, containership lessors, lease-to-own lenders, a Florida insurer, and a rare-disease pharma compounder. The top 10 US stocks by StockRank, where insider buying overlaps live buybacks, and why the one mega-cap that made the cut earned it.

·12 min read

Best Hong Kong Stocks to Buy in 2026: Top-Ranked HKEX Picks

Hong Kong is the cheapest major market MoatMap covers, and the China discount is applied indiscriminately: to dental-prosthetics exporters, TCM makers, and the world's largest PC maker alike. The top 10 HKEX stocks by StockRank, the record buybacks and director buying that corroborate the screen, and how to avoid the value traps.

·12 min read

Best Korean Stocks to Buy in 2026: Top-Ranked KRX Picks

The average Korean stock ranks in just the 41st percentile of MoatMap's global universe: the Korea discount, quantified. The top 10 KRX names by StockRank, why holdcos and consumer franchises dominate the list, and how the Value-Up programme turns the discount from a permanent feature into a live catalyst.

·12 min read

Best Singapore Stocks to Buy in 2026: Top-Ranked SGX Picks

None of the three big banks makes the top 10. The screen surfaces the SGX tail instead: a 92-Quality gold miner, a semiconductor-consumables maker buying back its own shares, and Singapore's dominant bread brand with insiders buying. The top 10 by StockRank in one of the world's cleanest dividend jurisdictions.

·12 min read

99 Speed Mart (5326.KL): A RM17,000 Sundry Shop That Became a $7.3B Grocer, and the Saturation Question

Lee Thiam Wah had polio at eight months, six years of schooling, and RM17,000 when he opened a Klang sundry shop in 1987. Today 99 Speed Mart runs 3,086 stores and is worth $7.3B. We unpack Nick Sleep's scale-economies-shared flywheel, the landlord economics where supplier listing fees are nearly half of operating profit, the 40% mini-mart share, and the question: what happens when 99 saturates Malaysia at roughly 6,000 outlets, about 12 years out? Q76 V13 M58, StockRank 52.

·8 min read

Lonking (3339.HK): The World's Largest Wheel Loader Maker at 3.4x EV/EBITDA, With Cash Worth 80% of Its Market Cap

Lonking has been the world's number one wheel loader maker since 2006. FY25 net profit rose 27.7%, cash and financial assets are worth over 80% of its $1.4B market cap, and it trades at 3.4x EV/EBITDA on 8x earnings with a 7.1% yield. We unpack why the real product is uptime, the three-decade Scale Economies dealer network, the record 34% export mix, the $11.4M of insider buying, and the 2022 dividend-cut caveat that makes the margin question everything. Q74 V87 M52, StockRank 99.

·8 min read

Mi Technovation (5286.KL): A Metal Ball Smaller Than a Grain of Sand Powers a $1B Malaysian Semiconductor Group

Mi Technovation is up 145% in a year and everyone calls it an equipment maker. Half its profit comes from solder balls: the tiny joints that are a chip's only link to the world. We unpack the qualified-into-the-recipe switching cost, why the dullest product is growing fastest (+78% on AI and memory), the planned Singapore listing of the solder-ball unit, and the question: should record profits go into silicon carbide and EV powertrains where giants dominate? Q69 V36 M73, StockRank 87.

·8 min read

Pan Pacific / Don Quijote (7532.T): The $15B Treasure-Hunt Retailer, and Whether Its Culture Can Sell Fresh Fish

The company behind Japan's chaotic Don Quijote (Donki) stores is down 15% in a year even as sales hit records. We unpack the treasure-hunt moat, a 35-year front-line-autonomy culture that inverts retail orthodoxy and earns a 32% gross margin on below-Walmart sales density, the category-of-one positioning, and the Robin Hood food-discount pivot. Q64 V26 M46, StockRank 43. The moat is a treasure hunt; the growth is fresh fish. Can the culture make the jump?

·8 min read

Qualcomm (QCOM): The $200B Chip Designer the Market Wrote Off Twice, and the Power-Limited AI Reframe

The market has written Qualcomm off twice: as an AI loser to Nvidia, and as Apple's soon-to-be-ex modem supplier. Both price it as a shrinking handset chip company. We unpack the reframe: a $200B designer diversifying into cars, PCs, glasses, and AI data centers, on the insight that AI compute is now capped by power, not chips. The 70%-margin patent moat, the Snapdragon platform, the Oryon and HBC hyperscaler deals, 20 years of dividend growth plus a fresh $20B buyback. Q78 V57 M58, StockRank 94.

·8 min read

The Hongkong and Shanghai Hotels (0045.HK): The Peninsula Owner at an 80% Discount to Assets, and the Value-Trap Question

HSH owns The Peninsula hotels, the Peak Tram, and the Repulse Bay estate, yet its $1.1B market cap sits ~80% below a $5.5B sum-of-the-parts. So why has the discount lasted a decade? We unpack the trophy assets, the Kadoorie family's 72.4% grip (they paid HK$12.8 vs HK$5.3 today), why a 0.9% ROE means the framework holds despite the NAV gap, and the ex-LVMH CEO's asset-light pivot as the one plausible catalyst. Q34 V46 M47, StockRank 36.

·8 min read

Aquawalk (0380.KL): Penguin Capitalism and the Toll-Bridge Economics of a $79M Malaysian Aquarium Operator

Aquawalk is Malaysia's Aquaria operator, a $79M company down 44% since IPO with half its market cap in cash. The operating business trades near 5x earnings. We unpack the toll-bridge economics (1.3M visitors, 59% gross margin, every extra visitor near-pure profit), the Process-Power-plus-location moat, why importing penguins is a pricing lever, and the Foong family buying at the lows. Q73 V75 M22, StockRank 82.

·8 min read

Congress Trades: What Politicians Buy, and Whether Copying Them Works

We now track every stock trade US Senators and Representatives disclose under the STOCK Act. But does copying them work? One study found a 1990s Senate edge of ~10% a year; another found Congress actually trailed the market. The law, the mixed evidence, and the feed.

·5 min read

Riverstone (AP4.SI): The Singapore Glove Maker Quietly Geared to the AI Boom Through Hard-Disk Cleanrooms

A $1B Singapore glove maker with a hidden AI angle: its priciest cleanroom gloves build the hard drives that store AI's data. Roughly 30% of volume but 70% of profit, a 30-year switching-cost moat over Seagate and WD, and a 6.5% dividend funded by net cash.

·8 min read

Micro-Mechanics (5DD.SI): A $338M Singapore Semiconductor Razor-Blades Compounder Up 3,000% Since 2003

A $338M Singapore maker of the tools that grip a silicon die smaller than a grain of rice, thousands of times an hour. Up 3,000% since its 2003 IPO. Razor-blade economics, a 40-year process moat, and one question: is 25x earnings fair for quality this rare?

·8 min read

Xiaomi (1810.HK): A $78B Profitable Phones-Cars-AI Conglomerate Down 57%, While a Pre-Revenue AI Lab Trades at $128B

A $78B conglomerate making phones, EVs, chips and an open AI model, down 57% from its peak. A 76%-margin services engine, an EV arm back in the red, real buybacks undone by dilution, and a StockRank 36 Hold where momentum is the whole problem.

·8 min read

Six New Markets: Austria, Ireland, Portugal, Greece, New Zealand, and South Africa Join the Ranked Universe

MoatMap now screens six markets it didn't before, taking coverage to 30 markets and 20,000+ equities. A quick tour of each: AT&S in Vienna, Ryanair in Dublin, the recovered Greek banks, Mainfreight in New Zealand, the JSE miners, and where to follow the flow.

·5 min read

AT&S (ATS.VI): The Only European Building Leading-Edge AI Chip Substrates, Up 11x as Customers Fund the Next Three Factories

The Vienna-listed AI chip-substrate maker that went from $0.8B to $8.8B in a year, the only European in a five-firm oligopoly. AMD and a second giant just signed long-term deals funding two new Malaysian plants. Capex tripled, guidance lifted, insiders called the bottom.

·9 min read

Greentown Management (9979.HK): The Marriott of Chinese Property at 6.3x Earnings With Zero Debt

The asset-light management arm of one of China's most respected housing brands: zero debt, 26% ROIC, 6.3x earnings, a 9.1% yield at full payout. Down 77% from its peak. A Marriott-style brand moat, and the bear case that the fees track a shrinking market.

·8 min read

The Double Signal: When a Company and Its Directors Buy the Stock at the Same Time

We scanned 60 days of filings across 14 markets for companies buying back stock while their directors bought too. Two Malaysian names pass clean; two famous ones, PayPoint and GSK, dissolve into share-plan noise the moment you read the filing. The screen and the traps.

·7 min read

Cluster Insider Buying: How to Tell Real Conviction from Share-Plan Noise

Four Nordic companies showed 8+ insider buyers in 60 days. Three are payroll: thirteen Skanska insiders all paying 255.580857 kronor isn't conviction. The one that's real, Bilia, where the chairman spent SEK 25.5M, averaging up each time. Three tests to tell them apart.

·7 min read

Perfect Attendance: The Companies Buying Their Own Shares Every Single Trading Day

Four London-listed companies bought their own shares on all 46 trading days of a ten-week window. Trainline's broker spends almost exactly £1,000,000 a day. What a never-miss-a-day buyback tells you, and the one thing it can't: whether the stock is actually cheap.

·6 min read

The Malaysia Value Up Guidebook: Why Japan and Korea's Trillion-Dollar Experiment Just Came to Bursa

Malaysia just copied the playbook that took Japan's Nikkei from 28,000 past 60,000 and doubled Korea's Value-Up index. What Tokyo and Seoul actually did, what Bursa is now asking its 88 largest issuers to do, and what it could mean for the Malaysian compounders we cover.

·8 min read

Chaoju Eye Care (2219.HK): A $230M Chinese Eye-Hospital Chain at 1.6x EV/EBITDA Where Cash Almost Equals the Market Cap

A Hong Kong-listed chain of 31 Chinese eye hospitals, down 76% since IPO, sitting on cash that nearly equals its market cap. A 9.5% yield at 1.6x EV/EBITDA. One patient, three transactions across a lifetime. Fortress balance sheet, or capital-allocation paralysis?

·8 min read

CTOS Digital (5301.KL): A 70%-Share Malaysian Credit Bureau Down 35% and the Cross-Border Question

Malaysia's dominant credit bureau: 70% share, wired into 600+ institutions, down 35% in a year. A cornered-resource-plus-switching-cost moat, a BNPL-law tailwind, a 2026 tax-break expiry, insider buying from the CFO, and the honest cross-border growth question.

·8 min read

Thai Beverage (Y92.SI): A $8.9B SE Asian Drinks Empire Where Value Carries StockRank 95 and the Moat Guards a Shrinking Pond

The $8.9B group behind Chang Beer, SangSom, SABECO and a 69.6% F&N stake: 80%+ Thai spirits share, 600k points of sale, a 5.5% yield held flat through three hard years. Value carries StockRank 95, but the moat guards a shrinking pond.

·8 min read

Farm Fresh (5306.KL): A Malaysian Milk Empire I Love as a Customer and the Framework Calls a Strong Sell

The Malaysian milk brand that took the chilled shelf from 12% to 51% share in a decade, on a 1,200 rural-women network multinationals can't copy. I buy it every week, and the framework calls StockRank 16, Strong Sell. That tension is the whole story.

·8 min read

Insider Buys: The Cleanest Bullish Signal in Markets, Now Live on MoatMap

Decades of research show insider purchases beat the market: 7.4% small-cap abnormal returns, 6%+ annual alpha, roughly 2x for cluster buys. We just launched a unified Insider Trades feed across the US, Hong Kong, Malaysia and Singapore, every row joined to its StockRank.

·9 min read

Kimly (1D0.SI): A Singapore Kopitiam Empire Built on a Moat That Was Zoned Shut in 1998

A $399M Singapore operator of 89 HDB coffee shops at 97.5% occupancy, on a moat the government zoned shut in 1998. Three revenue streams per outlet, freehold conversions, and the honest question of paying 14x earnings for a no-growth, Singapore-only business.

·8 min read

Azeus Systems (BBW.SI): A Hong Kong Trust-Infrastructure Compounder With a StockRank of 99

The $271M Singapore software firm behind Convene, the board portal used by Fortune 500 directors and central banks. 21% revenue CAGR, 69% ROE, an 8.2% yield at 99% payout, StockRank 99. A certification moat, a 99% renewal rate, and a looming FY2028 contract cliff.

·9 min read

Penguin Solutions (PENG): The Only Production Fix for the AI Inference Memory Wall

A $2.8B memory company shipping the only production-ready fix for the AI inference memory wall. A KV-cache server, 31% gross margins against Supermicro's 10%, AMD's CTO on the board, and a StockRank 87 profile up 90% in 30 days.

·9 min read

Fast Retailing (9983.T): Uniqlo Isn't Fashion. It's Infrastructure. And the Question Nobody Wants to Ask.

The $22B parent of Uniqlo, the world's third-largest apparel retailer and, really, infrastructure. HEATTECH process power, a closed loop with 39M annual feedback signals, a US runway from 76 to 200 stores, and one question: can the system outlive its 76-year-old founder?

·8 min read

Samyang Foods (003230.KS): How One Buldak Pack Turned Korea's Perpetual #2 Into a $6.7B Identity Brand

Korea's perpetual #2 noodle maker for 50 years, until Buldak went global on TikTok and it out-earned Nongshim on half the revenue. A capsaicin-sauce moat, new plants in Miryang and Jiaxing, +215% Europe sales. Coca-Cola staying power, or a passing wave?

·8 min read

Morningstar (MORN): When Founders Turn Aggressive on Buybacks, We Sit Up and Listen

A $6.2B research compounder that retired ~10% of its float in a year after barely buying back in 2023-24. When founders turn aggressive on buybacks, we listen. A five-engine data spine, a PitchBook re-rating read-through, and the AI questions that set the multiple.

·8 min read

Public Bank (1295.KL): 56 Years at 17.7% Per Year, Built One Toilet Roll at a Time

Malaysia's $22.9B third-largest bank compounded at 17.7% a year for 56 years, built by a founder who personally counted every toilet roll. The cost-discipline gap over DBS and JPM, the insurance pipeline, the ASEAN tailwind, and where you find the next one.

·8 min read

Plover Bay (1523.HK): Hong Kong's $1.1B Router Compounder Quietly Pivoting Into Physical AI

The $1.1B Hong Kong router maker behind Starlink's first Authorized Technology Provider status. A link-bonding moat, a 60,000-strong certified-installer community, an edge-computing pivot, a 2026 Nasdaq spinoff, and a StockRank 84 run on 200 staff and 68% founder ownership.

·8 min read

Linde (LIN): A $232B Industrial Gas Utility Wearing a Chemicals Costume

The invisible supplier to TSMC's Arizona fabs, America's blast furnaces, and four of every five SpaceX launches. 15-20 year take-or-pay contracts, a $10B backlog, 33 straight years of dividend hikes. A real compounder, or a financially engineered utility?

·8 min read

QL Resources (7084.KL): From Seashells in 1977 to a $3.4B Malaysian Protein Platform

It started in 1977 when a math lecturer sold calcium-rich seashells as chicken feed. Today it's a $3.4B platform making 1.5 billion protein servings a year. A waste-stream-as-next-business model, a FamilyMart halal edge, and 49 years of founder obsession.

·8 min read

Thakral (AWI.SI): A Singapore Conglomerate Trading at 37% of Sum-of-Parts, With a StockRank of 99

A S$192M Singapore conglomerate whose 16.8% GemLife stake alone is worth S$244M. Three businesses pretending to be one, DJI and L'Oreal distribution moats, and a sum-of-parts of S$5.32 against a S$1.95 quote. StockRank 99, a 63% discount.

·8 min read

Sea Limited (SE): Down 56%, StockRank 21, and Why the Market Might Be Reading the Wrong Chapter

A $51.7B Southeast Asia and Brazil compounder on a three-leg flywheel: Garena funds Shopee, which now underwrites Monee fintech. Down 56%, loan book up 80%, ads up 70%. StockRank 21, and why the market may be reading the wrong chapter.

·8 min read

Games Workshop (GAW.L): A 12-Year, 30-Bagger Hold, and What I Missed When I Bought It

An $8.9B UK plastic-miniatures company that compounded into a 30-bagger over 12 years: 72% gross margins, 83% ROIC, a flat share count, dividends only from surplus cash. A brand-plus-cornered-resource moat, an Amazon catalyst, and what the demographic bears keep missing.

·8 min read

Grab (GRAB): A Brilliant Southeast Asian Superapp, and Why It's a No From Me

A $15B superapp serving 52M monthly users across eight countries: 17 straight quarters of EBITDA growth, a $1.5B target, $1B in buybacks. A mobility cash engine, a fintech breakeven catalyst, a 10x gap to Uber, and why StockRank 17 keeps it on the sidelines.

·8 min read

Haw Par (H02.SI): A $3B Singapore Conglomerate Where the Market Prices Tiger Balm at Less Than Zero

Add up Haw Par's UOB and UOL shares, net cash and property and you get $3.35B, more than the whole $3B company. So the market prices Tiger Balm, a 117-year-old global brand, at less than zero. The Wee family cross-holdings, a succession catalyst, StockRank 80.

·8 min read

Frontken (0128.KL): The Malaysian Multibagger Cleaning the Insides of TSMC's 2nm Fabs

The $1.9B Malaysian company that cleans the chamber parts inside TSMC's most advanced fabs, where a single 0.3-micron particle ruins a 2nm wafer. An inside-the-fab embedding, a cornered-resource moat, Plant 3 Taiwan. Why pay 51x for Frontken when TSMC trades at 35x?

·8 min read

CBIZ (CBZ): The Only Listed Accounting Pure-Play, Trading at 7.4x While PE Pays Premiums

The outsourced finance department for middle-market America: $1.6B cap, 90% retention, 72% recurring revenue, 20+ straight years of buybacks. Trading at 7.4x earnings while private equity rolls up the rest of the industry at premiums. The Marcum integration and the arbitrage.

·9 min read

Miami International Holdings (MIAX): The $4.5B Exchange Compounder Nobody Is Talking About

A $4.5B US exchange that IPO'd in late 2025 and the sell-side barely covers. Q1 revenue up 40%, EBITDA up 66%, options share climbing. A proprietary market-data flywheel, a 0DTE counter-position, and the question every exchange investor has to answer.

·8 min read

Best Japanese Stocks to Buy in 2026: Top-Ranked TSE Picks

Why Japanese mid-caps are the strongest equity setup in a generation: governance reform forcing buybacks, supply chains routing precision work back home, and a weak yen lifting exporter earnings. The top 10 by StockRank, and where the Quality is real.

·13 min read

Best Malaysian Stocks to Buy in 2026: Top-Ranked KLSE Picks

Bursa Malaysia trades at half the S&P 500's P/E, with a stable currency and improving governance. The top 10 KLSE names by StockRank, why supply-chain restructuring is the underrated tailwind, and how to size positions around KLSE liquidity.

·12 min read

Nokia (NOKIA.HE): The AI Infrastructure Cornered-Resource Hidden in a Finnish Telecom

A $74.6B Finnish infrastructure company sitting in the middle of the AI buildout. An indium-phosphide fab cornered resource via Infinera, an NVIDIA anyRAN tie-up, a Lockheed NATO footprint, and why the asymmetry on a Q49 V32 M74 profile is the real story.

·8 min read

Entravision (EVC): A $660M Mobile Ad-Tech Asymmetric Bet With No Fortress Moat

A $660M company where 78% of revenue now comes from a mobile ad-tech platform that grew 204% last quarter. Smadex and Adwake, a fading broadcast legacy, a 2026 political catalyst. A tidal wave of new advertisers, or a sea of subscale clients?

·8 min read

Bursa Malaysia (1818.KL): The Quiet Toll-Bridge Monopoly on Malaysian Capital

The $1.8B exchange that taxes every Malaysian capital flow: the monopoly venue for a $470B equity market plus the global palm-oil benchmark. A dual monopoly, a 41% ROIC franchise paying out 93% of earnings, and fresh catalysts in the BMQ50 and BSAS.

·8 min read

United Plantations (2089.KL): A 120-Year Danish-Malaysian Quality Compounder, and Why I Sold

It yields 6.58 tonnes of palm oil per hectare against an industry 3.5: Danish governance, 75 years of proprietary genetics, zero debt, a 94% payout. A soil-to-chocolate-bar moat, three undervalued edges, and the honest growth reason I sold.

·8 min read

CoreWeave (CRWV): One of the Most Fragile Balance Sheets in AI

It rents NVIDIA GPUs to OpenAI, Meta and Anthropic on 7-year contracts, and carries $29.8B of debt against assets that depreciate in 3-5 years. ROE -50%, StockRank 3/100. The catalysts, the GPU-versus-debt mismatch, and what bottom-decile actually looks like.

·9 min read

Hello Group (MOMO): Cigar Butt or Global Platform Mispriced at 0.6x Book?

A Beijing live-streaming platform at 5.9x earnings and 0.6x book, StockRank 98, with a 22% share-count cut in a year. A MENA pivot via SoulChill, live-streaming as an unlikely moat, and a Mungerian inversion worth sitting with. Cigar butt, or mispriced platform?

·8 min read

Aucnet (3964.T): The Japanese B2B Marketplace Compounder Hiding in Plain Sight

It ran the world's first satellite used-car auction in 1985. Forty years on it's a $683M Japanese compounder with a 99/100 StockRank. An inspection-data moat, GIGA School and CircLuxe catalysts, and a 24% EPS CAGR business at 17x earnings.

·8 min read

SK Hynix (000660.KS): The Bandwidth Bottleneck of Artificial Intelligence

The only memory maker playing all three boards at once: HBM, DRAM, and #2 in enterprise SSD. HBM4 with TSMC, the Yongin pull-forward, a June ADR listing, and the real question: is AI inference finally the floor that breaks the memory cycle?

·9 min read

Kelington Group (0151.KL): The Quiet Bursa Malaysia Semiconductor Compounder

It builds the ultra-high-purity gas plumbing inside semiconductor fabs. A USD 1.2B tender book, ESMC Dresden orders, and a Japan arm serving Rapidus and Micron sit behind one of Bursa Malaysia's quietest top performers.

·9 min read

Wise plc (WISE.L): Payment Rails, Costco Economics, and a Nasdaq Dual Listing

The UK fintech routing payments under 70 countries' banking systems, headed for a Nasdaq dual listing in May 2026. Seven domestic payment rails, a Costco-style take-rate flywheel that gets cheaper as it scales, and four catalysts on our radar.

·8 min read

How Claude Max Lets a Non-Programmer Build an AI Investing Platform

How a public-equities investor with limited coding skills built MoatMap with Claude Max: the stock scoring, the AI deep dives, and the next step, a fully automated AI investor.

·6 min read

Factor Investing in 2026: Quality, Value & Momentum Edge

Most portfolio returns trace to a handful of systematic factors. Quality, Value and Momentum aren't shortcuts, they're structural edges backed by decades of evidence. How to tilt the odds in your favour.

·10 min read

How to Screen Stocks in 2026: Quality, Value & Momentum Guide

A four-step guide to multi-factor screening: sector-relative percentile ranks, composite scoring, and the four mistakes that derail most retail screeners. Grounded in Fama-French, Novy-Marx, and Jegadeesh & Titman.

·9 min read

What Is an Economic Moat? 5 Types With Real Examples (2026)

The five moat types, network effects, switching costs, brand, cost advantage and intangibles, with real stock examples and the financial fingerprints (ROIC, gross margin, FCF conversion) that prove a moat is real.

·9 min read

AI Stock Analysis: How Machines Read Markets Better Than You Think

From parsing earnings calls to real-time news sentiment, AI is reshaping how investors analyse stocks. What actually works, what doesn't, and where the field is heading.

·9 min read

Macro Regime Investing: How Risk-On and Risk-Off Signals Change Everything

The VIX, the yield curve and credit spreads tell you what kind of market you're in. How regime detection sharpens both your stock selection and your position sizing.

·9 min read

How to Review Your Portfolio and Find the Weak Spots

Most investors build portfolios but never audit them. A guide to concentration risk, sector tilt, quality drift, and the rebalancing framework that keeps a portfolio true to its thesis.

·9 min read