Equities, indices, ETFs and futures

AI Stock and Index Analysis Prompts for Deep Research

Stock and index prompts must distinguish company fundamentals from the instrument used to trade market exposure. AAPL shares, an S&P 500 ETF, an index future and a broker CFD require different data, costs and event controls.

Build a prompt Prompt library

15+ popular stocks plus custom tickers and global indices

Equity and index evidence controls

The prompt should route company research, chart analysis and index mechanics through separate evidence paths.

Primary filings

Use current regulatory filings, earnings releases and investor materials for reported numbers. Separate management guidance from analyst estimates.

Corporate actions

State whether price and volume are adjusted for splits and dividends. Include earnings, ex-dividend and major company-event dates.

Instrument identity

Distinguish cash index, futures, ETF, options and broker CFD. Confirm trading hours, rollover and dividend treatment.

Benchmark context

Compare company or index performance with a declared benchmark, sector and currency rather than an arbitrary chart.

Stock and index research modes

One prompt should not mix incompatible valuation, chart and derivative claims without identifying the instrument.

Research object	Primary evidence	Analytical focus	Common failure
Individual stock	Filings, earnings, price and volume data	Business, valuation, catalysts and chart context	Using stale financial figures
Cash index	Index methodology and constituent data	Breadth, concentration and macro regime	Treating the index as a tradable contract
ETF	Fund documents, holdings, NAV and trading data	Tracking, liquidity, fees and distributions	Ignoring tracking difference
Index future	Contract specs, curve, volume and expiry	Basis, rollover and execution	Combining different expiries
Index CFD	Broker specification and financing	Tradable levels, spread and holding cost	Assuming cash-index prices and hours

Deep stock research needs dated documents

For AAPL, MSFT, NVDA, AMZN, GOOGL, META, TSLA or any other company, the model should cite the exact filing period and publication date. Revenue, margin, guidance and share count can change every quarter.

A robust prompt asks for reported facts, management claims, consensus expectations, valuation assumptions, bull and bear cases and the evidence that would invalidate each case. It does not ask the model to choose a stock from memory.

Trace numbers to filings or official releases.
State the valuation date and share-price input.
Separate historical results from forecasts.
Include dilution, debt and stock-based compensation where material.

Index analysis is composition analysis

An index can rise while many constituents fall if a small group of large weights dominates. Prompt the model to examine breadth, concentration, sector contribution and rebalancing methodology before describing index health.

When the user trades NAS100, US30, SPX500, DAX40, FTSE100 or another broker symbol, the research must also identify whether it represents a CFD and how its hours and financing differ from the underlying benchmark.

Name the index methodology provider.
Check constituent and sector concentration.
Separate cash session from futures or CFD trading.
Model dividends, rollover and financing where relevant.

Stock and index prompt checklist

Ticker and exchangeThe listing and currency are unambiguous.

Filing periodFinancial facts include period and source.

Price adjustedSplits and dividends are handled consistently.

Instrument identifiedIndex, ETF, future and CFD are not confused.

Benchmark selectedRelative performance uses a relevant comparison.

Catalysts datedEarnings and macro events use current dates.

Frequently asked questions

Can I generate prompts for any stock?

Yes. Type any ticker or company symbol. Include the exchange and listing currency, especially for tickers that exist in multiple markets.

Can an AI prompt perform current fundamental analysis?

Only with current filings, financial data and browsing. Require citations to the exact reporting period and mark every estimate as an estimate.

Is NAS100 the same as the Nasdaq-100 Index?

NAS100 is commonly a broker CFD symbol. Its quote, hours, spread and financing may differ from the cash index, futures or an ETF, so the prompt must identify the actual instrument.

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Use one page for each search intent, then compile the final model-aware prompt in the generator.

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Educational research content only. LLM outputs can be incomplete, stale or incorrect. Verify charts, prices, contract specifications, calculations and source dates independently before any financial decision. Model, platform and methodology names are used descriptively; their respective owners retain any associated trademarks. AlgoSpecial is not affiliated with or endorsed by those owners.

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