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Market rotation is money moving from one part of the stock market to another without leaving the market: out of one sector, style or size and into another, while the index barely moves. The four kinds of rotation, the business-cycle model behind sector rotation, how a rotation shows up in the conversation we track, and how to read one without chasing it.

AI infrastructure is the physical layer AI runs on: chips, servers, data centres, the networking between them, and the power that feeds them. What the term means, concrete examples, the AI value chain with the companies in each layer, how it differs from cloud infrastructure and from the AI tech stack, who pays for it, and the risks.

A neocloud is a cloud company built to do one thing: rent out GPUs for AI. What the word means, how a neocloud differs from a hyperscaler like AWS or Azure, the neocloud companies you can and cannot buy shares in, how they make money, and the debt question every neocloud stock comes with.

A retail investor is anyone investing their own money through a brokerage, which is most people reading this. What the term means, how retail investors differ from institutions, what a retail trader is, and why the gap between the two keeps narrowing.

How to invest in stocks as a beginner: what to set up first, the brokerage apps people use in the US, Canada, Europe, Asia and Australia, how much you need to start, and how to pick a stock when everyone online has an opinion.

How to research stocks before buying, in six checks: business, numbers, filings, who is talking and their record, bull against bear, and timing. Dell walked through end to end.

A step-by-step tutorial for researching stock sentiment inside Claude or ChatGPT: connect Quantral's MCP server, ask what is trending, read a score with its tier, and catch up on months of chatter in one question.

A stop-loss sells a stock once it falls to a price you set, capping your loss. It sounds like a pure safety net. How it works and when it backfires.

How to pick stocks with a method you can repeat, not a one-off tip: the criteria that matter, how to weigh crowd attention without chasing it, and how the approach changes for long-term vs trading.

Stock screening strategies turn a market of thousands of names into a shortlist you can research. The classic screens, the best screening criteria, the traps, and the one criterion no screener shows you.

Anyone can claim a track record. A verified track record is graded by someone other than the claimant, from a complete log, against real prices. How to run that check on any stock picker or quant service before you trust a number.

A guide for long-term stock investors on using short-term crowd attention the right way: timing entries into names you already want to own, sanity-checking a thesis, and avoiding crowded tops, without turning noise into a buy signal.

How to know what stock to invest in: a five-step method for narrowing thousands of tickers to a short list you understand, without buying anyone's tips.

A plain-English guide to alternative data sources: what alternative data means, the six main types, who actually buys them, and how to judge any source before you trust it.

Where Quantral fits a beginner investor's workflow: what it replaces, what it deliberately does not, and the honest benefits a stock analysis app for beginners can bring.

A step-by-step tutorial for new Quantral users: start the free trial, read the signals list, open a stock's 0 to 100 score, check who is behind it, and catch up on any name in minutes.

Nine social sentiment analysis tools for stocks compared: what each one reads, whether it grades the posters, what it costs, and who it is for.

ApeWisdom counts Reddit mentions, free and fast. Quantral weighs each mention by the account's record and scores the stock 0 to 100. An honest comparison.

Simply Wall St turns fundamentals into one Snowflake. Quantral turns the conversation around a company into one score. An honest comparison.

Stock Advisor hands you two picks a month to hold for years. Quantral scores what the credible crowd is on in real time. An honest comparison.

FinTwit is the finance crowd on X: traders, analysts, plenty of noise. What the term means, and how to tell an account with a record from one with a following.

Dollar-cost averaging means investing a fixed amount on a schedule instead of timing the market. How it works, why it wins for most people, and its limits.

One government report can swing the entire market at 8:30am. What the jobs report measures, and why good news for workers is sometimes bad news for stocks.

Seeking Alpha's Quant Rating grades the company. Quantral grades the room around it, weighted by who has been right. An honest comparison of both scores.

TipRanks and Quantral both weigh each voice by its record, then boil it into one score. The difference is whose voices: analysts or the social crowd.

StockTwits tallies bull and bear tags from anyone. Quantral weights each voice by its graded record and scores the stock 0 to 100. Where each one helps.

A moat is the durable advantage that keeps competitors from eating a company's profits. How to spot a real one, and why even the best moats erode.

The P/E ratio is the most quoted valuation number in the market and the most misread. What it measures, what a P/E of 20 means, and why a high P/E is not the same as expensive.

A stock moves on news it never reported, because a peer did. Sometimes that is smart repricing, sometimes it is the herd. How to tell which one before you act.

A buyback can quietly boost the value of the shares you hold, or it can be financial engineering that flatters the numbers. How to tell the difference.

Eight times a year the Federal Reserve sets rates and the whole market reacts. Why the price of money moves share prices, and why growth stocks feel it most.

Megacaps are the largest companies in the market, and a handful of them drive the major indexes. What the label means and why their earnings move everything.

Great news lands and the stock falls anyway: it was priced in. What the phrase means, why markets trade on surprises, and how to read what is in the price.

A 52-week high is the most a stock has traded in a year. Some read it as a sell warning, others as strength. What the number tells you and what it does not.

A turnaround stock is a beaten-down company that might be fixing itself. Most cheap stocks are cheap for a reason. How to tell a real turn from a value trap.

Most big earnings reactions happen when the regular market is closed. What extended-hours trading is, and why the after-hours print is only a first draft.

The options market prices how far a stock should move on earnings. The straddle shortcut for reading it, and why a beat inside that range still sells off.

Forward guidance is the company's forecast for the quarters ahead, and it moves the stock more than the results. How to read a beat-and-raise vs beat-and-lower.

A dead cat bounce is the sharp rally that interrupts a crash, looks like the bottom, then gives way to the next leg down. What it means, and how to spot one.

A CEO buying their own stock is public within two days. Why buys mean more than sells, which purchases matter, and where the signal breaks down.

Float is the number of shares available to trade. When it is small, ordinary buying and selling produces extraordinary moves. What float measures, and why.

Short interest is the number of shares sold short, and one of the most misread numbers in investing. What it measures and how days to cover works.

The company beats estimates and the stock falls anyway. What an earnings beat measures, why it is often already priced in, and what moves the price instead.

Every stock has a bull case and a bear case. Most people read only the one they already believe. What each means, and how to spot a one-sided room.

Due diligence is the work you do before you risk money on a name. What real DD covers, and how to tell it apart from a dressed-up hot take.

Options flow is the record of who is buying and selling options, and one of the most misread signals in the market. What it shows, and what it cannot tell you.

A meme stock moves on attention more than fundamentals. What defines one, how to spot it in the signals, and why the loudest name is so often the riskiest.

A credibility score measures how right a voice has been before. It separates a signal worth watching from a loud room full of nobody. How Quantral grades it.

Following the smart money and fading the crowd sounds easy. But which is which, and when is the crowd right? How to tell them apart in the signals.

A stock catalyst is the event that moves a share price, and the reason chatter spikes when it does. How catalysts drive signals, and how to use the timing.

A pump and dump follows a pattern, and it shows up in the signals before the crash. The fingerprints to look for, and how to avoid being the last one in.

A gamma squeeze is a feedback loop driven by options, not short sellers. The mechanic in plain English, and how it differs from a short squeeze.

Anyone can sound confident. A track record is a graded history of real calls. How a voice's credibility is measured, and why it beats follower count.

The most-talked-about stock is rarely the best one. Why raw volume is not conviction, and how to tell a signal worth trusting from noise.

Social signals can sharpen your research or torch your portfolio. Here is a simple framework for reading the crowd's chatter without getting played by it.

Short squeezes turn a bet against a stock into a rocket. Here is the mechanic in plain English, what fuels one, and why chasing them is so dangerous.

A stock can trend for good reasons or bad ones. How to read the bull, bear, and neutral split, and why it matters more than the headline mood.

Reddit and X are both full of stock talk, but they are good at different things. What each platform is useful for, and why track record beats platform.

Anyone can sound confident about a stock. How to separate a real track record from luck, survivorship bias, and selective memory.

A plain-English guide to stock market sentiment: what it means, why crowd mood moves a stock before fundamentals do, and how to read it.

A plain-English explainer on social stock signals: what they are, how Quantral turns finance X, Reddit, and news into a 0–100 score, and how to read it.