Guides & Reviews

Practical AI income guides — no hype, just what actually works.

2026-07-3013 min read

'I'm Doing 10x the Work for €40 a Month.' 'Are You Making 10x More Income?' 'Not Yet.'

Two Hacker News threads in the same week: one on a Stanford brief asking what is really happening to jobs, one on companies cutting AI budgets. Between them, 379 comments and a gap nobody closes. Output went up. Income did not. Here's what the numbers people actually cited say, why 'will AI take my job' is the wrong question for anyone selling their own work, and where the money in the threads actually came from.

reality-checkbeginnerpassive-income
2026-07-1810 min read

'Am I Too Dependent on AI at Work?' Is Two Different Fears Wearing One Name

A worker admitted on r/ChatGPT that they'd become too dependent on AI at work, from resumes to emails to explaining their own job. The replies split into two camps: it's just tool panic, the same thing people felt about computers, and no, something real is being skipped. Both are right, about different things. Here's how to tell which fear you actually have, and the draft-first habit that keeps the skill from rotting.

reality-checkai-toolschatgpt
2026-07-1615 min read

A 20-Year-Old Drove €30k in Sales and Kept €3k. They Asked If the Margin Was Thin. The Top Comment: '30k Isn't Your Revenue'

An affiliate creator in Italy moved €30,000 of other people's products last month, took home €3,000, and went to r/Entrepreneur worried about a 10% affiliate marketing profit margin. The correction they got resets how you read every income screenshot online, and answers whether affiliate marketing is actually profitable. Also in the thread: the unsourced £60-80k flex that answered their question by accident, four sales pitches aimed at a 20-year-old with money, and why the plan to launch a brand is a plan to buy yourself a worse job.

affiliatereality-checkcontent
2026-07-1510 min read

'Riches Are in the Niches' Is a Cliché Until You See This: A Graveyard Market Nobody Else Serves

Everyone repeats riches are in the niches without saying what it means. A r/passive_income case study makes it concrete: one person makes replacement parts for discontinued products, wheelchairs, ebikes, machines whose makers vanished. The customers are already searching for the exact broken part. Distribution is nearly free. Here's the real meaning of riches in the niches, why a graveyard market works, and the pricing fight that shows what you're actually selling.

reality-checkpassive-incomebeginner
2026-07-1311 min read

The 'Make $2k a Month Online' Thread Had 535 Answers. A Lot of Them Were the Product.

A Reddit thread asked who makes more than 2k a month online and pulled 535 replies. Read enough of them and a pattern shows up: a big share of the 'here's how I do it' answers are quietly selling the how. The coaching call, the software, the DM funnel, the guide. Here's how to read a make-2k-a-month-online reddit thread without buying the map, plus what the honest answers actually said.

reality-checkpassive-incomebeginner
2026-07-0316 min read

Your Amazon Purchase Has an Affiliate Code. On Motorola Phones, Nobody Is Sure Who Put It There.

A 9to5Google investigation found Motorola phones inserting Amazon affiliate codes into app sessions, routing commissions through an influencer's domain using a code that matches none of their public links. The HN thread agreed on what happened. It disagreed, sharply, on who did it. What the evidence actually shows, and why it matters to anyone whose income depends on attribution being accurate.

affiliatereality-checkcontent
2026-07-0110 min read

'Posted Once, Made $2,400' Unravels in Its Own Comments (the Guy Who Got Banned Had the Real Answer)

A r/passive_income post claimed $2,400 a month to make money posting content online — posted once, never touched again. The author's own replies dismantle the title one word at a time: the money is client work, the bans are a cost line, and a course surfaces by comment five. The best advice came from a commenter who lost his TikTok account that same week.

contentplatform-riskreality-check
2026-06-209 min read

The Most Realistic Passive Income of 2026 Is Boring (a Stamp Collector Took Second)

r/passive_income asked for the most realistic passive income ideas of 2026 and got 87 comments: dividend ETFs won, a stamp collector out-earning his AI-squeezed day job took second, and the exciting streams all came with funnels attached.

passive-incomereality-checkbeginner
2026-06-1110 min read

Faceless AI YouTube Channels: The Numbers Nobody Puts in a Thumbnail

Do faceless AI YouTube channels actually make money? A Reddit post promised the honest numbers on faceless AI Shorts; the top comment called it an ad. The real receipts from small channel owners: 9 to 13 months to first payout, monetization slower than the gurus admit, and ads the worst revenue line of all.

youtubecontentreality-check
2026-05-319 min read

How to Make Money with ChatGPT in 2026 (What Actually Works)

Four ways people actually make money with ChatGPT in 2026 — realistic numbers, the tools involved, and a free working prompt for each path.

chatgptfreelancerbeginner