How to use Claude for finance

Get a public company's numbers, its latest earnings call and the economic backdrop in one Claude conversation, with every figure traceable to a filing or official series. Connect the Firecrawl connector and Claude can query Firecrawl Alexandria for financials from Fiscal.ai, filings from SEC EDGAR and macro data from FRED.

• Equity researchers using Claude for financial analysis on comps and earnings notes.
• Financial advisors preparing a client-ready summary of a holding.
• Corporate finance and treasury teams tracking rates and inflation.

Connector: the Firecrawl connector. It gives Claude access to licensed and public financial sources in Firecrawl Alexandria, and the Firecrawl team that approved it pays for any priced lookup.

Explore Firecrawl Alexandria data providers across categories

Replace the company with the one you cover:

Use Firecrawl to put together a one-page note on NVIDIA (NASDAQ: NVDA)
from Fiscal.ai, SEC EDGAR and FRED in Firecrawl Alexandria. Quote the
cost of every tool before calling it.
 
The note should have:
- Revenue, gross profit and net income for the trailing twelve months,
  with the period end and the source filing.
- Fiscal.ai's peer list and the reasoning given for each peer.
- Three quoted points from management on the most recent earnings call.
- The newest US unemployment reading from FRED and its date.
 
Only use returned numbers, and give no buy, sell or hold opinion.

• Link your Firecrawl account. Hit Connect on the Firecrawl connector, then sign in (a new account is free), assign the team whose credits pay and grant access. Nothing technical to configure; Firecrawl in Claude illustrates the steps.
• Switch it on. In a chat, open the + menu, pick Connectors and enable Firecrawl.
• Plan for paid-only providers. Benzinga's news and analyst tools need a paid Firecrawl plan, and Claude flags it when your plan doesn't include a tool.

In Claude, go to Customize → Connectors, pick Firecrawl, and under Tool permissions set the Read-only tools group to Always allow, so Claude can run lookups without asking each time. Some of those lookups use Firecrawl credits, so keep confirmation on if you'd rather approve each paid call yourself.

In finance a small error in a number or a date changes the conclusion. Claude working from memory has five weak spots there.

1. Possible inaccuracies. Anthropic's own guidance is to treat Claude as one input among several, since some answers will be wrong or misleading (Anthropic). A margin or EPS figure is exactly the kind of detail to verify.
2. A fixed cutoff. Each model's knowledge has an end date, Anthropic explains, so later developments may be absent or wrong (Anthropic). Results from the latest quarter won't be in what Claude remembers.
3. Real-time and proprietary data. The CFA Institute points out that a model's frozen knowledge leaves it struggling with new, proprietary or real-time information, and recommends retrieving it instead (CFA Institute).
4. Precision errors. In the CFA's own test, a model got a pay-ratio calculation nearly right but invented the last two digits, answering 99.7864% instead of 99.7854% (CFA Institute).
5. Regulator warnings. The SEC, NASAA and FINRA advise investors not to rely solely on AI-generated information, which may draw on outdated or false data or be made up entirely (Investor.gov).

Teams using Claude for financial services research get answers from four parts:

• Firecrawl Alexandria: where the financial data comes from. Fiscal.ai is one of more than 100 official, licensed providers in it, and Firecrawl adds indexes of its own, including the Firecrawl Government Index. With an AI judge grading 845 tasks blind, agents with Firecrawl Alexandria behind them beat default-web agents by 21% on quality.
• Auditable statements: in our test, Fiscal.ai reported trailing-twelve-month revenue for NVIDIA of roughly $303.0 billion through Jul 26, 2026, and pointed to the 10-Q page the number was taken from.
• Documents around each quarter: Fiscal.ai lists the release, slides and call transcript for an earnings event (NVIDIA's was Aug 26, 2026), and SEC EDGAR returns filing sections as plain text.
• The economy alongside: FRED put US unemployment at 4.2% for September 2026, a series it last updated on Oct 2.

Choose the version that fits your desk. For sell-side or buy-side research:

Use Firecrawl to compare NVIDIA, AMD and Broadcom on trailing-twelve-month
revenue, gross margin and operating margin from Fiscal.ai. Make a table
with each period end date and point out the widest spread.

For an advisor preparing a client update:

With Firecrawl, summarize the last earnings call for a company I name,
using Fiscal.ai's transcript, in plain language for a client. Add the
latest CPI and unemployment readings from FRED for context.

Each prompt names the companies or series, the period and the output, which keeps Claude on returned data.

Pull analyst questions from a call

Use Firecrawl to get NVIDIA's latest earnings call transcript from
Fiscal.ai and quote each analyst question about supply with the answer.

Look at ownership

With Firecrawl, list AMD's largest institutional holders from Fiscal.ai and
who changed their stake most last quarter.

Read a filing section

Use Firecrawl to pull Item 7 MD&A from Snowflake's most recent 10-K on SEC
EDGAR and summarize what drove revenue growth, with quotes.

Plan around earnings dates

With Firecrawl, use Fiscal.ai's earnings calendar to show which companies
report this week and on which day.

Know the costs first

Use Firecrawl to list tools for financial statements, transcripts, SEC
filings and economic data, with prices, without calling them.

Ask Claude what's available and what it costs at no charge. Fiscal.ai, SEC EDGAR and FRED calls bill your team as they run; Firecrawl pricing sets out each plan.

Claude closes each reply with the tool it ran and its credit cost.

• How to get real-time stock news in Claude: market-moving headlines from Benzinga.
• How to track analyst upgrades and downgrades in Claude: rating changes and new price targets.
• How to track mergers and acquisitions in Claude: who is buying whom, and on what terms.

• Listed companies only. Fiscal.ai and SEC EDGAR cover public companies and SEC filers, not private company accounts.
• Two views of the statements. Standardized figures follow Fiscal.ai's mapping so companies line up; request as-reported statements when the company's own line items matter.
• No investment advice. The tools supply data and documents, and investment decisions stay with you.