Free Stock Tools

Live equity and AI-stock attention, sentiment, and narrative signals.

Free Index Tools

Live sentiment and Fear & Greed readings for major stock-market indices.

Free Commodity Tools

Live sentiment and Fear & Greed readings across commodity markets.

Free Crypto Tools

Social intelligence across digital assets, market regimes, and influential accounts.

Guides

Practical workflows for finding and using market sentiment across equities, AI, indices, and commodities.

GuideStock-Index SentimentMeasure index conversation, proxy sentiment, constituent tone, market breadth, and concentration without mixing their identities.GuideS&P 100 SentimentCompare the blue-chip benchmark, OEF, weighted constituents, and equal-weight breadth on one consistent timeline.GuideCommodity Market SentimentMeasure social sentiment around gold, oil, natural gas, copper, and agriculture without confusing attention with positioning.GuideGold SentimentSeparate gold conversation from futures, GLD, and miners, then test the narrative against independent market evidence.GuideCrude-Oil SentimentMeasure WTI or Brent sentiment alongside inventories, supply narratives, positioning, and properly separated instruments.GuideNatural-Gas SentimentAnalyse regional gas sentiment with weather, storage, production, LNG, futures, and source-level evidence.GuideAI Stock SentimentTrack sentiment, mindshare, and narratives across AI stocks and private AI businesses.GuideS&P 500 SentimentBuild an index-level sentiment view from the SPY conversation, constituent stocks, volatility, and market breadth.GuideOpenAI Sentiment & MindshareSeparate sentiment about OpenAI from attention around its products, leadership, partners, and competitors.GuideStock Sentiment APIResolve an equity, request sentiment and mindshare, and build a repeatable stock-intelligence workflow.GuideStock Sentiment Alerts APIBuild evidence-rich alerts from equity sentiment, mindshare, social momentum, stock-specific baselines, and cooldowns.GuideMarket Intelligence for AI AgentsConnect AI agents to equity-first market intelligence with MCP, structured tools, evidence retention, and human review.GuideCommodity Sentiment APIResolve a commodity, request sentiment and mindshare, and build a repeatable commodity-intelligence workflow.

Research and Explainers

Research, explainers, and definitions for interpreting market signals.

Changelog

View all
Behavioural simulationAugust 8, 202613 min read

Modelling Human Action

Behavioural simulation models what actors may do next. Learn how authentic history, exposure, non-action and calibrated evaluation make it credible.

Read article
Social simulationAugust 8, 202612 min read

Simulating Society

Learn how social simulation models agents, networks and repeated worlds—and how to validate LLM simulations without mistaking fluency for truth.

Read article
Stock researchAugust 8, 202613 min read

The Best Stock News Sources: A Research Stack

Build a reliable stock news stack with SEC filings, investor relations, official data, trusted reporting, market context, and social intelligence.

Read article
Forecasting scienceAugust 7, 202613 min read

Calibration and Collective Judgment

How superforecasters make calibrated predictions, how crowds aggregate uncertainty, and how meta-predictions reveal expertise hidden inside a consensus.

Read article
Stock researchAugust 6, 202612 min read

How to Use Social Sentiment for Stock Research

A step-by-step workflow for turning stock social sentiment into research: detect attention, verify catalysts, compare price, and avoid crowd-driven mistakes.

Read article
Stock sentimentAugust 6, 202610 min read

Measuring Market Sentiment

A practical guide to stock market sentiment: how it is measured, how social sentiment differs from market indicators, and how to use it responsibly.

Read article
Prediction marketsAugust 6, 202612 min read

Prediction Markets Explained

Learn how prediction markets work, why contract prices imply probabilities, how markets settle, what research says about accuracy, and the key risks.

Read article
Stock toolsAugust 6, 202611 min read

The Stock Sentiment Stack for 2026

A current comparison of Nebula, Stocktwits, Quiver Quantitative, MarketPsych, and LunarCrush for stock sentiment, social attention, and research.

Read article
Market intelligenceJuly 31, 202613 min read

Financial Market Intelligence Use Cases

Eight practical financial market intelligence use cases for stock screening, sentiment, narratives, risk monitoring, APIs, and AI research agents.

Read article
Stock researchJuly 30, 202610 min read

How to Track Stock Mindshare

Learn how to measure stock mindshare, compare attention fairly, identify narrative shifts, and avoid confusing social interest with business performance.

Read article
Stock researchJuly 29, 202610 min read

How to Analyse Stock Sentiment Around Earnings

A practical earnings sentiment analysis workflow covering expectations, filings, earnings calls, investor reactions, mindshare, and narrative persistence.

Read article
Market narrativesJuly 28, 202610 min read

How to Track Market Narratives

Learn how to track stock market narratives by defining testable claims, mapping propagation, verifying sources, and measuring attention and sentiment.

Read article
Alternative dataJuly 25, 202611 min read

Alternative Data for Stock Research

A practical guide to alternative data for stock research, covering social intelligence, source diligence, bias, validation, compliance, and data lineage.

Read article
Stock researchJuly 24, 202610 min read

How to Use Social Momentum in Stock Research

Learn how to use stock social momentum to detect unusual activity, verify catalysts, design alerts, and combine attention with sentiment and mindshare.

Read article
Fear & GreedJuly 8, 20268 min read

Best Crypto Fear & Greed Index Tools in 2026

The best crypto Fear & Greed Index tools compared: Nebula, Alternative.me, CoinMarketCap, CFGI and CoinStats, with honest pros, cons and methodology.

Read article
MindshareJuly 8, 20269 min read

Best Crypto Mindshare Tools in 2026

A fair roundup of the best crypto mindshare tools in 2026: Nebula, Kaito, and Cookie.fun compared, with honest pros and cons and why attention needs sentiment.

Read article
ComparisonsJuly 8, 20268 min read

Best Kaito Alternatives in 2026

The best Kaito alternatives in 2026 for crypto mindshare and attention — Nebula, Cookie.fun, LunarCrush and Kaito Pro compared with honest pros and cons.

Read article
ComparisonsJuly 8, 20268 min read

Best Nansen Alternatives in 2026

The best Nansen alternatives in 2026, split by job: on-chain wallet tools (DeBank, Zerion, Cielo) versus the social smart-money layer (Nebula). Pros and cons.

Read article
Smart moneyJuly 8, 20268 min read

Best Smart Money Tracking Tools for Crypto in 2026

The best smart money tracking tools for crypto in 2026, comparing on-chain wallet trackers (Nansen, DeBank, Cielo) with the social smart money signal from Nebula.

Read article
ComparisonsJuly 8, 20268 min read

Kaito Yaps Discontinued: What Changed and the Alternatives

Kaito Yaps discontinued in January 2026 and folded into paid products. What changed, who it affects, and free alternatives for tracking crypto mindshare.

Read article
Fear & GreedJuly 8, 20269 min read

What Is a Crypto Fear & Greed Index?

A clear guide to what a crypto Fear & Greed Index is: the factors behind the 0-100 score, how to read Extreme Fear and Greed, and per-token indices.

Read article
MindshareJuly 8, 20269 min read

What Is Crypto Mindshare?

What is crypto mindshare? A clear guide to mindshare as share of crypto conversation, how it is measured, why it leads price, and how to use it with sentiment.

Read article
Smart moneyJuly 8, 20269 min read

What Is Smart Money in Crypto?

What is smart money in crypto? A clear guide to the two lenses - on-chain labeled wallets and social callers - how each is tracked, and how to combine them.

Read article
ToolsJuly 3, 20269 min read

Best crypto sentiment analysis tools in 2026

A practical comparison of Nebula, LunarCrush, Santiment, Kaito, Cookie.fun, and Augmento for crypto sentiment, mindshare, and social intelligence.

Read article
MindshareJuly 3, 20267 min read

Crypto mindshare vs. sentiment: what is the difference?

Mindshare measures attention. Sentiment measures tone. Here is how crypto traders and researchers should use both signals together.

Read article
Smart moneyJuly 3, 20267 min read

How to track smart-money crypto calls

A practical framework for tracking smart-money crypto calls by account quality, direction, time frame, conviction, and outcome.

Read article
ComparisonJuly 3, 20268 min read

Kaito vs. Cookie.fun vs. LunarCrush vs. Nebula

How Kaito, Cookie.fun, LunarCrush, and Nebula compare across mindshare, sentiment, social intelligence, and crypto research workflows.

Read article
Reddit trackingJuly 3, 20268 min read

Reddit tracking for crypto sentiment: what to watch

Reddit captures the longer-form questions, doubts, and retail narratives that faster crypto feeds miss. Here is how to track it without drowning in noise.

Read article
Social intelligenceJuly 3, 20269 min read

What is crypto social intelligence?

Crypto social intelligence turns X, Reddit, YouTube, and news into measurable market signals: mindshare, sentiment, smart-money calls, and narrative shifts.

Read article
StocktwitsAugust 8, 20268 min read

Stocktwits alternative

Multi-source stock sentiment and attention beyond a single community feed.

Read comparison
FinvizAugust 8, 20268 min read

Finviz alternative

Social stock intelligence for researchers who already have charts and screeners.

Read comparison
KaitoJuly 8, 20266 min read

Kaito alternative

Mindshare plus emotion-level sentiment, narratives and smart money.

Read comparison
Kaito ProJuly 8, 20267 min read

Kaito Pro alternative

The crypto intelligence and API of Kaito Pro, with free public tools.

Read comparison
Cookie.funJuly 8, 20266 min read

Cookie.fun alternative

Attention and mindshare tracking with sentiment and Fear & Greed built in.

Read comparison
Kaito / Cookie.funJuly 8, 20267 min read

Kaito vs Cookie.fun

How the two mindshare platforms compare — and where Nebula fits.

Read comparison
SantimentJuly 8, 20267 min read

Santiment alternative

Social-first, LLM-scored sentiment and per-token Fear & Greed.

Read comparison
LunarCrushJuly 8, 20266 min read

LunarCrush alternative

Social intelligence with emotion-level sentiment and narrative tracking.

Read comparison
The TIEJuly 8, 20267 min read

The TIE alternative

Institutional-grade crypto sentiment without the enterprise lock-in.

Read comparison
Kaito / LunarCrushJuly 8, 20267 min read

Kaito vs LunarCrush

Mindshare versus social scores — compared, with a third option.

Read comparison
Santiment / LunarCrushJuly 8, 20267 min read

Santiment vs LunarCrush

On-chain-plus-social versus social-first analytics, side by side.

Read comparison
aixbtJuly 8, 20267 min read

aixbt alternative

Narrative and attention intelligence you can see, with sentiment and an API.

Read comparison
NansenJuly 8, 20266 min read

Nansen alternative

The social layer of smart money: the callers moving attention first.

Read comparison
Nansen Smart MoneyJuly 8, 20267 min read

Nansen Smart Money alternative

Track smart-money conviction on the social layer, not just on-chain.

Read comparison
CoinMarketCapJuly 8, 20267 min read

CoinMarketCap Fear & Greed alternative

Fear & Greed for every coin, not just one market number.

Read comparison
Alternative.meJuly 8, 20267 min read

Alternative.me Fear & Greed alternative

Per-token Fear & Greed built on LLM-scored social sentiment.

Read comparison
CFGIJuly 8, 20267 min read

CFGI alternative

Per-coin Fear & Greed with a social-first methodology and wider coverage.

Read comparison