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Firecrawl Alexandria
Finance

Fiscal.ai

Company fundamentals with the record around them: standardized and as-reported statements, ratios, ownership, prices, earnings call transcripts, and what fund letters say about a company.

12 Firecrawl tools use Fiscal.ai
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What did Microsoft on NASDAQ report on its latest quarterly income statement, using standardized metrics in USD?

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Fiscal.ai
TRY ASKING
1Request
string

Fiscal.ai's stable company identifier, the `companyFiscalIdentifier` field. The only identifier that survives a ticker change or a relisting, so prefer it when carrying a company between calls.

string

Exchange and ticker joined by an underscore: `NASDAQ_MSFT` for US and Canadian listings, or MIC code and ticker elsewhere, as in `XWAR_PKN`.

string

Ticker symbol, for example MSFT. Only unique within an exchange, so pass `exchange` with it.

string

Comma-separated period filter: annual, quarterly, semi-annual, ltm, ytd, latest. Defaults to annual.

15 credits
Codefollows the fields above
const result = await firecrawl.scrape({
  alexandria: {
    provider: "fiscal-ai",
    capability: "ratios/series",
    options: {
      ticker: "AAPL",
      periodType: "annual",
    },
  },
});
2Response example

This is a sample shape. Press Run to see live data from Fiscal.ai.

{
  "metrics": [],
  "data": []
}

Firecrawl tools

12

Ready-made Firecrawl tools that call Fiscal.ai.

Uses Fiscal.ai, BenzingaEarnings preview packUse before a company reports, in the week ahead of the print, when an equity analyst or portfolio manager needs a one-page preview. Pulls the confirmed date, the KPIs that drive the stock, what management promised last call, where consensus and target changes stand, and options positioning, producing the setup and the three numbers that matter.7 toolsOpen
Uses Fiscal.ai, XE currency data, fredFX headwind estimateUse before earnings or a guidance update when an analyst needs the currency translation effect on a multinational's revenue. Splits revenue by geography, applies the quarter's average moves in each relevant currency pair, cross-checks the broad dollar index, and compares with management's FX guidance, producing a per-region translation estimate.5 toolsOpen
Uses Fiscal.ai, BenzingaGuidance hit-rate scorecardUse when an equity research associate or buy-side analyst needs to know how reliable a management team's guidance has been before trusting the new outlook. Reads several quarters of earnings call transcripts for stated guidance, compares each with reported results and adjusted metrics, and notes analyst reactions, producing a hit-rate scorecard.6 toolsOpen
Uses Fiscal.ai, SEC EDGAR, CME Group FedWatch and market data, fredRefinancing wall checkUse when a credit analyst, lender or corporate treasurer needs to know whether a company can refinance its upcoming maturities. Lists debt and cash, reads the maturity schedule and recent credit agreement changes in filings, and prices today's rate path and spreads, producing a maturity ladder with refinancing cost scenarios.6 toolsOpen
Uses Fiscal.ai, Workday career sites, Greenhouse job boardsEarnings claims vs hiring checkUse after an earnings call when an analyst wants to test whether management is really investing where it says it is. Pulls the strategic claims from the transcript, counts open roles by team, keyword and location on the company's own Workday or Greenhouse career site, and compares with segment trends, producing a say-versus-do table.5 toolsOpen
Uses SEC EDGAR, Fiscal.ai, BenzingaActivist stake follow-upUse when a new Schedule 13D lands and an analyst, investor relations team or banker needs to know what the activist wants and how it usually plays out. Reads the filing's purpose, profiles the activist from its letters and other holdings, benchmarks the target's valuation, and checks for deal chatter, producing a campaign brief.8 toolsOpen
Uses SEC EDGAR, Fiscal.ai, CourtListener, BenzingaAudit planning risk scan for a listed clientUse when an audit senior or audit manager plans the year-end audit of a listed client and needs an outside-in view of where material misstatement risk sits. Reads risk factors and MD&A changes, unusual balance sheet moves, auditor and officer change filings, litigation and short reports, producing a planning memo of risk areas.7 toolsOpen
Uses USAspending, Fiscal.ai, SEC EDGARFederal revenue dependence checkUse when an investor or credit analyst needs to know how much a listed company depends on US government contracts. Totals federal obligations across the parent and its subsidiaries, finds the biggest contracts ending soonest and their agencies, and compares with reported revenue and risk-factor language, producing a concentration and recompete-risk view.5 toolsOpen
Uses SEC EDGAR, Fiscal.ai, BenzingaSmart money convergenceUse when a portfolio manager wants idea generation from a fund they respect. Diffs that fund's last two 13F filings, then keeps only new or increased positions where insiders are also buying with their own money and fund letters carry a written thesis, producing a short list ranked by how many independent signals agree.5 toolsOpen

Benchmarks

Finance benchmarks

Quality, speed and cost, last 24 hours, across every agent call to Fiscal.ai through Alexandria.

Quality
99.3%
Calls answered without a tool error
Speed
1.9 s
95% of successful calls finish faster
Cost
0–30 credits
Firecrawl credits per call
Calls
1.2K
Last 24 hours, every Alexandria user
Quality and speed of each tool, last 24 hours
ToolQualitySpeedCalls
Fund letter100%414 ms401
Daily prices98.8%1.1 s165
Income statement100%2.0 s96
Cash flow statement100%3.2 s77
Institutional holders100%1.9 s58
Company directory100%717 ms54
Fund letters100%682 ms54
Earnings call transcript100%531 ms51
Insider transactions100%3.2 s48
Balance sheet100%792 ms42
Earnings calendar100%12.4 s39
Intraday prices85.2%457 ms27
Segments and KPIs100%1.2 s26
IR event resources100%792 ms24

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