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Part 1: Foundation

What is Vibe CodingWhy AI ProgrammingSolo Founder MindsetIndie Hacker Tailwinds in the AI Era

Part 2: Discovery

Google Trends Demand MiningNew-Word StrategyLong-Tail Mining & One-Keyword-One-SiteReddit/X Pain-Point MiningProduct Hunt Competitive ResearchMVP Definition & Boundaries

Part 3: Tooling

Tool SelectionMCP Complete GuidePlaywright Browser AutomationAI Coding Practical Tips

Part 4: Methodology

From Vibe Coding to Spec CodingOpenSpec Hands-on GuideMBRY Prompt FrameworkAI Is Not a Chat Box

Part 5: Prompts

Prompt ArsenalComplete AI Coding Rules Guide

Part 6: Launch

Budget-Friendly Tech StackOn-Page SEO BasicsLink Building & Directory Submission

Part 7: Monetization

Stripe & International PaymentsPricing StrategyThe 80/20 Principle

Part 8: Marketing

Social Media & Build In PublicCold Start 100 UsersEmail List Newsletter

Part 9: Pitfalls

Anti-Patterns Guide
AI Self-Growth System

Part 0: The Laboratory

The Laboratory: Environment Setup

Part 1: Mindset - Understanding Compound Growth

What Is an AI Self-Growth SystemLinear vs Compounding GrowthFlywheel Effect ExplainedMaxwell's Demon Philosophy

Part 2: Engine - Four Core Modules

Content FactoryAutomated DistributionData Monitoring SystemFeedback Loop: System Self-Evolution

Part 3: SEO Factory - Traffic Compounding

pSEO Basics and PrinciplesKeyword Matrix DesignDrip Release StrategyJust-in-Time Release (JIT)Internal Linking AutomationSite Matrix and Fingerprint Isolation

Part 4: Social Leverage - Interception and Downscaling

Social Listening SystemHot Topic TransformerAuto-Reply InterceptorContent Format Arbitrage

Part 5: Viral Growth - User-Powered Distribution

Viral Product DesignShareable Result PatternLow-Friction Conversion DesignGamified Sharing Mechanism

Part 6: Knowledge Arbitrage - Becoming the Authority

Information Gap ArbitrageAggregation as a ServiceTrend Prediction EngineData Moat

Part 7: Portfolio Strategy - Scaling Systems

Portfolio StrategyUnified PassportCross-Promotion EngineAsset Reuse Engine

Part 8: Automation Endgame

Automation EndgameMonetization StackBuild to SellNext S-Curve

Part 9: Case Studies

Case Study: SEO Factory in PracticeCase Study: Viral Tool in PracticeCase Study: Matrix in Practice

Part 10: Human Advantage

Human AdvantageDark ForestFinal Manifesto
Counterintuitive Facts反直觉事实:终极选题规划 (No.068-100)

Writing Protocol

Canonical PromptArticle Template

Sample Articles

Counterintuitive Facts (1): How Do You Prove You're Not a Brain That Just Popped Into Existence From the Void?Counterintuitive Facts (2): Why Are All the 'Good Ones' Never on the Market?Counterintuitive Facts (3): Rules You Don't Understand Were Often Paid for in CorpsesCounterintuitive Facts (4): Why Do Elites Who Advocate 'Open Marriage' Stay Faithful Themselves?Counterintuitive Facts (5): Your Anger Is a Parasite Reproducing in Someone Else's BrainCounterintuitive Facts (6): Why Do You Prefer Fake Things? Because Real Things Aren't Stimulating Enough AnymoreCounterintuitive Facts (7): Why Does a Gazelle Stop to Jump Up and Down When It Sees a Lion, Instead of Running?Counterintuitive Facts (8): Most of Humanity's Greatest Achievements Are Evolutionary 'Waste'Counterintuitive Facts (9): 'For the Good of the Group' Is the World's Biggest LieCounterintuitive Facts (10): You're Sitting in an Office, But Your Body Thinks You're Fleeing FamineCounterintuitive Facts (11): Why Is the Most Rational Strategy at the Negotiating Table to Make Your Opponent Think You're Insane?Counterintuitive Facts (12): Why Would a Group of Smart, Good People Collectively Walk Into Disaster?Counterintuitive Facts (13): 'Everyone Knows' and 'Everyone Knows That Everyone Knows' Are Completely Different ThingsCounterintuitive Facts (14): How Did Kindness Survive in This Cold Universe?Counterintuitive Facts (15): Why Is Everyone Richer But More Anxious?Counterintuitive Facts (16): The Most Effective Threat Is a One Time Thing: You Only Get One ChanceCounterintuitive Facts (17): Why Would You Rather Lose Money Yourself Just to Make the Person Who Earned More Suffer?Counterintuitive Facts (18): Why Is More Expensive Waste Paper Worth More?Counterintuitive Facts (19): You Think the Universe Is Perfect Only Because You Haven't Died YetCounterintuitive Facts (20): Stupidity Is More Dangerous Than Evil Because Stupidity Cannot Be RefutedCounterintuitive Facts (21): If He Doesn't Pay for His Mistakes, His Advice Is GarbageCounterintuitive Facts (22): Why Does the Boss Always Promote the Stupidest Person?Counterintuitive Facts (23): Why Do Experts Lead the Persecution of Those Who Tell the Truth?Counterintuitive Facts (24): The Better Things Get, the Closer You Are to DeathCounterintuitive Facts (25): Why Do Dictators Who Ruin Their Countries the Most Often Live the Longest?Counterintuitive Facts (26): Making Money and Creating Wealth Are Completely Different ThingsCounterintuitive Facts (27): Free Things Are Often the Most ExpensiveCounterintuitive Facts (28): Why Do Smart People Also Go Down Dead End Roads?Counterintuitive Facts (29): Even If You're an All Around Genius, You Still Need Someone Who's 'Useless'Counterintuitive Facts (30): Why Is the Seat Next to You Half the Price of Your Ticket?Counterintuitive Facts (31): Why Is Effort Meaningless?Counterintuitive Facts (32): Why Do the Rich Get Richer and the Poor Get Poorer?Counterintuitive Facts (33): Why Does a Group of Smart People Become One Idiot?Counterintuitive Facts (34): Why Does a Consumer's Sneeze Cause a Factory Earthquake?Counterintuitive Facts (35): Why Are Keyboard Letters Arranged Randomly?Counterintuitive Facts (36): The Demon Everyone Is FeedingCounterintuitive Facts (37): Why Does Every Great Organization Eventually Become a Zombie?Counterintuitive Facts (38): The Emperor's New Clothes Happens Around You Every DayCounterintuitive Facts (39): Why Does Zuckerberg Dress Like a Computer Repair Guy?Counterintuitive Facts (40): When You Measure Something, You Destroy ItCounterintuitive Facts (41): How to Turn Lies Into Truth?Counterintuitive Facts (42): You Live in a Map Without TruthCounterintuitive Facts (43): You Have No Idea What You Actually WantCounterintuitive Facts (44): Why You Should Never Trust 'Average Returns'Counterintuitive Facts (45): The Older Something Is, the Less Likely It Is to DieCounterintuitive Facts (46): Why Does Your Room Always Get Messy on Its Own?Counterintuitive Facts (47): The Demon Who Died But Is Still Charging YouCounterintuitive Facts (48): Why Isn't Tomorrow's Sunrise News?
AI Wealth Truth

Chapter 1: The Hidden Physics of Wealth Distribution

AI Wealth Truth (01): Why Wealth Inequality Follows the Second Law of ThermodynamicsAI Wealth Truth (02): Why Can Randomness Create Extreme Inequality?AI Wealth Truth (03): Why 'Fair' Markets Make Inequality WorseAI Wealth Truth (04): Why the ZIP Code You Grow Up In Predicts Your Income Better Than IQAI Wealth Truth (05): Why the Role of Luck Is Systematically Underestimated by 90%AI Wealth Truth (06): Why 'Equal Opportunity' Is Mathematically ImpossibleAI Wealth Truth (07): Why the Poor's 'Irrational' Decisions Can Be the Optimal ChoiceAI Wealth Truth (08): Why the 'Middle Class' Is a Postwar Historical AnomalyAI Wealth Truth (09): Why Economic Growth Has Nothing to Do With Your Wage GrowthAI Wealth Truth (10): Why Technological Progress Makes Ordinary People PoorerAI Wealth Truth (11): Why Trickle-Down Economics Never WorkedAI Wealth Truth (12): Why Inflation Is a Hidden Wealth TransferAI Wealth Truth (13): Why Rising Housing Prices Make Society PoorerAI Wealth Truth (14): Why Financialization Shrinks the Real EconomyAI Wealth Truth (15): Why You Will Never 'Beat the Market'

Chapter 2: How Your Brain Makes You Poor

AI Wealth Truth (16): Why Your Brain Was Not Designed for Personal FinanceAI Wealth Truth (17): Why Higher Prices Can Make You Buy MoreAI Wealth Truth (18): Why Saving Small and Spending Big Is a Nervous-System BugAI Wealth Truth (19): Why You Pay More for FreeAI Wealth Truth (20): Why Losing 1 Hurts 2.5 Times More Than Gaining 1AI Wealth Truth (21): Why You Always Buy at Market Tops and Sell at Market BottomsAI Wealth Truth (22): Why Gut-Level Investment Decisions Can Be BetterAI Wealth Truth (23): Why Experts' Forecasts Can Be Worse Than RandomAI Wealth Truth (24): Why Your Intuition About Low-Probability Events Is Catastrophically WrongAI Wealth Truth (25): Why Sunk Costs Drain Your WealthAI Wealth Truth (26): Why You Overpay for "Optionality"AI Wealth Truth (27): Why Poorer People Are Easier to ScamAI Wealth Truth (28): Why Casinos Are Designed That WayAI Wealth Truth (29): Why Finance Apps All Look the SameAI Wealth Truth (30): Why the "Rational Man" Assumption Is Wrong at the Root

Chapter 3: Engineered Poverty: How Systems Extract You

AI Wealth Truth (31): Why Minimum Payments Are Banks' Most Profitable InventionAI Wealth Truth (32): Why "Interest-Free" Installments Often Mean You Pay 20% MoreAI Wealth Truth (33): Why Insurance Actuaries Live Ten Years Longer Than YouAI Wealth Truth (34): Why "Principal-Protected" Products Guarantee You LoseAI Wealth Truth (35): Why Bank Deposit Rates Are Almost Always Below InflationAI Wealth Truth (36): Why Pension Systems Are Ponzi Schemes Destined for InsolvencyAI Wealth Truth (37): Why Dollar-Cost Averaging Returns Are Often Exaggerated by 10xAI Wealth Truth (38): Why Medical Bankruptcy Is the No.1 Personal Financial KillerAI Wealth Truth (39): Why Higher Education Is Turning Into a High-Stakes BetAI Wealth Truth (40): Why "Buying a Home Is a Must" Is a Constructed IdeaAI Wealth Truth (41): Why Wage Growth Almost Always Lags Housing PricesAI Wealth Truth (42): Why Taxi Licenses Can Be Worth Hundreds of ThousandsAI Wealth Truth (43): Why Metacognition Is the Real Marker of Class StratificationAI Wealth Truth (44): Why Some Cities Keep "Purchase Restrictions" Without Increasing SupplyAI Wealth Truth (45): Why the System Does Not Want You to Understand These Things

Chapter 4: Wealth Black Holes of the Network Era

AI Wealth Truth (46): Why the "Free" Internet Costs You Tens of Thousands of DollarsAI Wealth Truth (47): Why Recommendation Algorithms Make the Poor Poorer and the Rich RicherAI Wealth Truth (48): Why Every "Viral" Hit Has Someone Harvesting ValueAI Wealth Truth (49): Why Live-Stream Shopping Prices Are Not Actually CheapAI Wealth Truth (50): Why "We Don't Sell Your Data" Is the Biggest LieAI Wealth Truth (51): Why "User Growth" Matters More Than ProfitAI Wealth Truth (52): Why Every "Viral Hit" Is Carefully Designed HarvestingAI Wealth Truth (53): Why You Are the One Who Ultimately Pays for Platform "Subsidy Wars"AI Wealth Truth (54): Why "Private Traffic" Is a Bubble About to BurstAI Wealth Truth (55): Why the Crypto Bubble Is Exactly Like the 17th-Century Tulip ManiaAI Wealth Truth (56): Why NFTs Are Not "Digital Ownership" but "Digital Tulips"AI Wealth Truth (57): Why "Metaverse Real Estate" May Be the Most Absurd Speculation in HistoryAI Wealth Truth (58): Why Retail Investors Who Rush Into Every "Tech Revolution" Die FirstAI Wealth Truth (59): Why FOMO Has Been WeaponizedAI Wealth Truth (60): Why "Deep Work" Is Becoming a Class Privilege

Chapter 5: Wealth Redistribution in the AI Era

AI Wealth Truth (61): Why AI Makes "Skills" Less ValuableAI Wealth Truth (62): Why Capital Still Wins in "Human-AI Collaboration"AI Wealth Truth (63): Why the Biggest Asset in the AI Era Is "Attention Sovereignty"AI Wealth Truth (64): Why "Data Labor" Is Not Recognized as LaborAI Wealth Truth (65): Why AI Chips Are Worth More Than AI AlgorithmsAI Wealth Truth (66): Why OpenAI's $7 Trillion Chip Plan Is a Power GameAI Wealth Truth (67): Why "AI Democratization" Is a LieAI Wealth Truth (68): Why AI Makes "Taste" the Last MoatAI Wealth Truth (69): Why "Personal Brand" Matters More Than Companies in the AI EraAI Wealth Truth (70): Why "One-Person Companies" Have an Advantage Over Big CompaniesAI Wealth Truth (71): Why the "Interface Layer" Is Always More Valuable Than the "Implementation Layer"AI Wealth Truth (72): Why AI Makes "Vertical" More Valuable Than "General"AI Wealth Truth (73): Why "Speed" Matters 10x More Than "Perfection" in the AI EraAI Wealth Truth (74): Why Real AI Dividends Mostly Belong to Capital OwnersAI Wealth Truth (75): Why "Technological Unemployment" Is Totally Different This Time

Chapter 6: Game Theory, Information Theory, and Wealth Warfare

AI Wealth Truth (76): Why the "Market for Lemons" Hurts Honest PeopleAI Wealth Truth (77): Why "Signals" Matter More Than "Ability" for Your IncomeAI Wealth Truth (78): Why Interviews Are a Game Where Both Sides LieAI Wealth Truth (79): Why Referrals Are 100x More Effective Than Cold ApplicationsAI Wealth Truth (80): Why the "Anchoring Effect" Is Worth Millions in NegotiationAI Wealth Truth (81): Why "Silence" Is the Strongest Weapon in NegotiationAI Wealth Truth (82): Why the Principal-Agent Problem Lets You Get Extracted in Every RelationshipAI Wealth Truth (83): Why Incentive Compatibility Is the Key to Designing Any SystemAI Wealth Truth (84): Why the Tragedy of the Commons Is Replaying on the InternetAI Wealth Truth (85): Why the Prisoner's Dilemma Explains Most Social ProblemsAI Wealth Truth (86): Why First-Mover Advantage Can Be a CurseAI Wealth Truth (87): Why "Slow Variables" Matter More Than "Fast Variables" for Your FateAI Wealth Truth (88): Why Feedback Delay Makes You Unable to LearnAI Wealth Truth (89): Why Complex Systems Make Experts' Forecasts WorthlessAI Wealth Truth (90): Why Black Swans Are Becoming More Frequent

Chapter 7: Ultimate Cognition: The Philosophy and Nihilism of Wealth

AI Wealth Truth (91): Why You Are Playing a "Finite Game" While the Rich Play an "Infinite Game"AI Wealth Truth (92): Why Money May Be Humanity's Biggest "Consensus Illusion"AI Wealth Truth (93): Why "Economic Growth" May Be a Game Near Its EndAI Wealth Truth (94): Why GDP Growth Did Not Make Humans HappierAI Wealth Truth (95): Why "Success" Might Be a Carefully Designed Social ControlAI Wealth Truth (96): Why the Richer You Are, the More Anxious You Can BecomeAI Wealth Truth (97): Why "Lying Flat" Might Be a Rational ResistanceAI Wealth Truth (98): Why "Meaning" Cannot Be Bought With MoneyAI Wealth Truth (99): Why the Richest People Often Give Away Most of Their WealthAI Wealth Truth (100): If Wealth Is Ultimately Meaningless, Why Pursue It?
X (Twitter)
Prompt to Product

Long-Tail Mining & One-Keyword-One-Site

Premium

Growing in the gaps between giants

Long-Tail Mining & One-Keyword-One-Site

Last chapter covered the new-word play-grabbing growth. This one is about mining the stock: find low-competition long-tail keywords and build a foothold with a "one keyword, one site" approach.

This playbook was systematized and popularized in the Chinese indie community (credit to Ge Fei). Many makers got their first organic traffic from it. Core idea: don't fight giants head-on; pick a small keyword and wrap the entire site around it.

Why long-tail keywords are a gold mine

Counterintuitive truth: the "big keywords" most people chase are usually the worst choice.

Keyword competition pyramidHead terms"AI tool"High volume - fierce competitionNeed DR 80+ to rankLong tails"AI writing tool for linkedin posts free"Low volume - low competition - high intentReality of head terms100 sites fightingYou won't rankReality of long tailsNo one targets this termYou can take #1

Say you're building an AI writing tool. You search "AI writing tool" and page one is Jasper, Copy.ai, Writesonic-funded with tens of millions. Their DR is 80+, with pro SEO teams, hundreds of high-quality posts, thousands of backlinks. Your new domain is DR 0-how do you fight->

Switch the term to "free AI tool to write linkedin posts" and it's a different world. Maybe only ~500 monthly searches, but those 500 searchers have precise intent: they want a free AI tool specifically for LinkedIn posts. Because it's long and specific, big players likely never optimized for it.

That's the value of long tails: smaller volume, much lower competition, higher conversion.

Real example: an indie maker on X shared numbers-9-month-old domain, DR 7, only targeting keywords with KD < 20. Monthly revenue: $16,700. No head terms, no crazy link-building-just long-tail mining and dedicated pages for each term.

How to mine long-tail keywords

This isn't guessing; there's a system.

The pro tool is Semrush Keyword Magic Tool. Workflow: enter a seed like "AI writing tool." It returns thousands of related long tails. Then filter: KD < 20, volume > 100. What's left is your target set.

Semrush Keyword Magic flowStep 1: Seed term"AI writing tool""screenshot tool"Broad industry termsStep 2: FilterKD <= 20 (low)Volume >= 100Drop high-competition termsStep 3: Results50-200Low-competition long tailsYour target listOther toolsAhrefsKeywords Explorer; similar to Semrush, often more accurateUbersuggestNeil Patel; free tier, good for startersKeyword ChefFinds terms "rankable by weak sites"Answer The PublicQuestion keywords; free tier is enough

Ahrefs is another option; many say its data is more accurate. Ubersuggest has a free quota, good for budget-limited indies.

Keyword Chef deserves special mention: it highlights terms where "weak" sites already rank (forums, Q&A, low DR). That means Google lacks better results-your chance.

Free method: Google search directly. Enter your seed term and read "related searches" and "People also ask." These are real user queries. Log them and check competition one by one.

To gauge competition: Google the term. If top results are Quora threads, Reddit posts, small blogs, big sites haven't targeted it-you have a shot. If top results are big-company product pages, it's crowded-pick another term.

One keyword, one site: indie superweapon

You found a good term-now what-> Enter the "one keyword, one site" play.

Traditional thinking: build a big site covering many keywords, grow authority over time. Works for big companies, but hard for indies. Limited resources spread across 100 terms = none rank.

One-keyword-one-site flips it: concentrate everything on a single core term; the whole site serves that term.

One keyword, one sitex TraditionalOne big site, many termsTerm 1Term 2Term 3Term 4Term 5Resources diluted, nothing ranksv One keyword, one siteEntire site on one core termCore termHomepage focusVariant 1Variant 2Variant 3Focus fire, win the ranking

Why it works: homepages carry more weight than inner pages.

Search engines assign the most authority to the homepage. Most backlinks point there; users type the root; crawlers start there. Using your homepage to target a term is much easier than an inner page.

How do big companies do SEO-> Homepage for brand ("Notion"), inner pages for features ("free note taking app"). Inner pages have far less weight, so even if Notion writes a blog for "free note taking app," its edge is smaller than its homepage.

That's your opening. Build a dedicated site, brandable domain (not necessarily exact match), homepage laser-focused on "free note taking app," all content themed around it. Your homepage competes with their inner pages.

Note: avoid exact-match domains; Google discounts them. Use a brandable domain, but write homepage Title, Description, H1, and body around the core term.

How to execute one keyword, one site

Step 1: Pick a core term: KD < 20, monthly volume 500-5000, with commercial intent. Too low volume = no value; too high = fierce. Commercial intent = searchers might pay you.

Step 2: Gather variants. In Semrush/Ahrefs, check "related" and "questions." If core is "screenshot tool," variants: "screenshot tool for mac," "screenshot tool online free," "best screenshot tool 2025," "how to take scrolling screenshot," etc. Log them.

Step 3: Plan the site. Homepage targets the core term. Each key variant gets its own page-these are landing pages, not random blog posts. Each has its own Title/Description and is optimized for that variant.

Site structureHomepageCore term "screenshot tool"/for-mac"screenshot tool for mac"/online-free"screenshot tool online free"/scrolling"scrolling screenshot tool"💡 KeyAll pages link to home; internal links boost homepage

Step 4: Internal linking. Every inner page links back to the homepage, funneling authority. Cross-link related pages into a topic cluster to signal topical expertise.

Step 5: Keep shipping content. Around core and variants, publish blogs/tutorials/comparisons. Each naturally links to home and relevant variant pages. More content -> more authority.

Why it's especially good for indies

You have limited time and resources. One-keyword-one-site is focus-pour everything into one point to build a local advantage.

Big companies spray and pray-hundreds of keywords at once. Their effort per keyword is "average." Yours on a single keyword is "intense."

You also have speed. A big company might take a month to tweak a page. You notice a drop today, you fix tonight. See a new variant-> Add a page tomorrow. Speed wins on small battlefields.

Real case: a PDF tools site

A classic case: a site focused on "PDF to Word converter free." Clear commercial intent-searchers want to convert PDF to Word, for free.

Homepage is a simple PDF-to-Word tool; Title: "Free PDF to Word Converter Online." Around it, variant pages: PDF to Excel, PDF to PPT, Merge PDF, Compress PDF. Each is its own mini-tool with its own landing page and Title.

DR isn't high, but because of the focus, it ranks top 3 for "free pdf to word converter online." Stable traffic, a few thousand USD per month via ads and upsells.

Key: they didn't chase "pdf tools" against Adobe/Smallpdf. They picked one long tail and nailed it.

Things to watch

  1. Pick carefully. If the ceiling is tiny (50 monthly searches), #1 won't move the needle. If the term mismatches your product, traffic won't convert. Spend the time on keyword research-the make-or-break step.

  2. Don't ship a "pure SEO site." If there's no real product, users bounce and Google notices. Proper play: have a real solution first, then use SEO to help people find it.

  3. Avoid over-optimization. Keyword stuffing, spammy links-short-term, then penalty. Google's 2024 core updates hammered low-quality content. Baseline: users must get value.

  4. Be patient. SEO takes 3-6 months to stabilize. Keep publishing and optimizing-don't rush.

One-keyword-one-site checklistv Choose a KD <= 20 long tailVolume 500-5000, commercial intentv Homepage leads, inner pages supportVariant pages with their own landers + internal linksv Product first, then SEOPure SEO sites have no durable valuev Keep shipping, stay patient3-6 months to see results

New-word play + one-keyword-one-site = combo

Recap: new words grab growth-be first when a concept launches. One-keyword-one-site mines stock-find low-competition long tails and focus to rank.

Use them together. New-word play to quickly validate a direction; if heat persists, double down with one-keyword-one-site to build a durable asset.

Indie SEO mantra: don't fight giants head-on. Find your battlefield; use focus and speed to win. Big sites have their playbook; you have yours.


Next: mining pain points on Reddit and X.com. Keywords tell you "what people search." Reddit/X tell you "what they actually think." Combine both to find products worth building.

New-Word Strategy

Capture traffic early with fresh keywords

Reddit/X Pain-Point Mining

Go where users gather and hear what they complain about

Table of Contents

Long-Tail Mining & One-Keyword-One-Site
Why long-tail keywords are a gold mine
How to mine long-tail keywords
One keyword, one site: indie superweapon
How to execute one keyword, one site
Why it's especially good for indies
Real case: a PDF tools site
Things to watch
New-word play + one-keyword-one-site = combo