How to use Claude at work

Hand Claude the research that eats into a workday, like prepping for a client call, checking a competitor, comparing two vendors or digging through an annual report, and get answers grounded in business records. The Firecrawl connector gives Claude access to Firecrawl Alexandria, where Apollo, SEC EDGAR, PeerSpot, Similarweb and other providers supply the facts. Below you'll find team-by-team examples, each with a prompt and the result our own test returned.

• Account executives and customer success managers getting ready for a meeting.
• Product marketers and founders tracking competitors.
• Finance, procurement and IT teams evaluating vendors or a public company.

Connector: the Firecrawl connector. Through it, Claude can search the web, scrape pages and call tools from the Firecrawl Alexandria catalog, and paid lookups draw on the credits of the Firecrawl team you signed in with.

Explore Firecrawl Alexandria data providers across categories

Swap in the account you're meeting:

Use Firecrawl to prepare me for a call with Linear (linear.app). Pull from
Firecrawl Alexandria, quote each tool's price first, and run only free
lookups until I confirm the paid ones.
 
One page, three parts:
- Snapshot from Apollo: employees, founding year, total funding, most
  recent round, headcount growth and key software they run.
- People: previews of marketing and operations leaders, no paid reveals.
- Hiring: their open roles right now.
 
Write "unknown" for anything the tools didn't return.

• Approve the connector. Go to the Firecrawl connector listing, choose Connect, then sign in to Firecrawl (or create a free account), select the team to bill and approve. There are no keys to copy and nothing to configure on the MCP side. Firecrawl in Claude shows each screen.
• Turn it on in the chat. Open the + menu, then Connectors, and toggle Firecrawl.
• Follow your workplace rules. Check which AI tools and data your company allows. A few providers, Benzinga among them, also require a paid Firecrawl plan.

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.

Most work questions hinge on a fresh number or a specific record, and those are where Claude without data is weakest.

1. Errors that read as fact. Anthropic acknowledges that Claude occasionally gets things wrong or misleads, and recommends reviewing cited sources rather than treating Claude as the only source of truth (Anthropic). A wrong funding figure in a board memo is hard to walk back.
2. Recent events are missing. Anthropic notes that every Claude model has a training cutoff and may lack accurate information about recent events (Anthropic). A competitor's new round or this year's 10-K may not be there.
3. Web search has limits. Team and Enterprise owners must switch web search on before members can use it, links occasionally don't work, and searches count toward usage limits (Anthropic). Licensed data such as company databases and review platforms isn't on the open web anyway.
4. Confidential inputs. The FTC cautions that customers of AI model providers may share sensitive or confidential material, such as internal documents and data about their own users (FTC). Working from public records means less internal material goes into the prompt.
5. Shadow use. Citing a Conference Board survey, a Federal Reserve note reports that for 29% of respondents, management didn't know about the worker's AI use (Federal Reserve). Sourced output is easier to bring into the open.

When you're using Claude for work, it splits a request into targeted lookups:

• Firecrawl Alexandria: Firecrawl's data layer for agents, with over 100 official providers under paid licenses and indexes Firecrawl runs itself across web pages, scientific literature, developer documentation and public-sector records. When Firecrawl had an AI judge grade 845 tasks blind, with the model and prompts held steady, agents that used Firecrawl Alexandria scored 21% higher for answer quality than those limited to default web tools.
• Matching the question to the source: company facts come from Apollo, annual report text from SEC EDGAR, software opinions from PeerSpot, and traffic from Similarweb. Claude names the provider it used.
• Paying only after you agree: Claude shows prices before calling, Apollo's person search is free, and some tools charge nothing on an empty result.
• Lookups only: Firecrawl Alexandria tools read data. They can't send messages, edit records or create accounts. A Firecrawl Monitor, if you set one up, keeps watching a page until you stop it.

Every result in this section comes from a run on Oct 12, 2026. Treat the prompts as templates and change the companies.

One Apollo company enrichment (30 credits) on linear.app showed roughly 300 employees, a 2019 founding, $134.2M raised in total (most recently a June 2025 Series C), and 44% more staff than a year earlier. Its technology list ran from Snowflake to HubSpot.

Use Firecrawl to enrich linear.app with Apollo: headcount, funding
history, growth in headcount and the sales or marketing software they
use. Then preview people titled Head of Marketing or VP Marketing.

The person previews, with first names, titles and an email-on-file flag, cost nothing. How to generate B2B leads in Claude covers the full prospecting workflow.

For 5 credits, SEC EDGAR's sections tool returned the Risk Factors item from the 10-K Snowflake filed on Mar 20, 2026. The first risk discussed puts revenue at $4.7 billion in fiscal 2026, which ended Jan 31.

With Firecrawl, get Item 1A Risk Factors and Item 7 MD&A from Snowflake's
most recent 10-K on SEC EDGAR, and pick out the five risks most relevant
to a customer on a multi-year contract, quoting the filing.

A PeerSpot comparison put Snowflake at 8.4 out of 10 across 108 reviews and Databricks at 8.2 across 94. It also reported their Cloud Data Warehouse mindshare as of October 2026 (15.3% and 9.4%) and quoted reviewers on ROI, support and setup cost.

Use Firecrawl to compare Snowflake and Databricks on PeerSpot: ratings,
number of reviews, and the main pricing and support complaints for each,
with quotes.

Similarweb put ahrefs.com at roughly 8.3 million visits worldwide for August 2026, costing 110 credits for that single metric. Add Trends to see which way category interest is heading.

With Firecrawl, get Similarweb's worldwide visits for ahrefs.com and
semrush.com in August 2026, then compare US Trends interest in "ahrefs"
and "semrush" over the past year.

Apollo's job postings tool lists open roles, showing each one's title, city, date posted and URL. It needs the Apollo ID from a company enrichment, so Claude runs that first. Linear had 28 open postings, the latest a Customer Success Manager opening in New York posted on Oct 10.

Use Firecrawl to list Apollo job postings for vercel.com and linear.app,
grouped into teams by job title, with location and date posted. Give me
the price first.

Using Claude for business decisions works best when the prompt is framed around the decision. For a renewal conversation:

Use Firecrawl to enrich notion.so with Apollo ahead of my renewal call,
list their open roles, and point out signs of expansion or belt-tightening.
One page.

For a tool evaluation:

With Firecrawl, look up Asana and Monday.com on PeerSpot, compare ratings
and top complaints, and show which reviews come from companies with 200
to 1,000 employees.

When the prompt names the company, the sources and the output format, Claude sticks to the records.

Catch up on a competitor's filings

Use Firecrawl to list the 8-K filings Snowflake made on SEC EDGAR in the
past 90 days, with a one-sentence explanation of each.

Build a slide-ready table

With Firecrawl, combine the account snapshot, open roles and PeerSpot
comparison into one table with a source column for each row.

Read the reviews

Use Firecrawl to pull the latest page of PeerSpot reviews for Snowflake
and summarize what reviewers in finance roles say about cost.

Spot a shift in interest

With Firecrawl, compare US Trends interest in "data warehouse" and
"lakehouse" over the past five years and describe the trend.

Ask for prices before anything runs

Use Firecrawl to list the tools that enrich companies, read SEC filings,
compare software reviews or report web traffic, each with its price.

There's no charge to look through tools or check what they cost. Claude uses your team's Firecrawl credits only when it calls a priced tool, with plan details on Firecrawl pricing.

Once the answer is ready, Claude lists the tool behind it and the credits spent.

• How to generate B2B leads in Claude: prospect lists built on Apollo and FullEnrich records.
• How to find startups that just raised money in Claude: recent rounds filtered by sector and stage.
• How to use Claude for SEO keyword research: content planning with Trends and Similarweb.

• Confirm the company. Apollo describes a domain as a more reliable lookup key than a name, since names collide. Use domains and check the company name in Claude's answer.
• No internal systems. These providers cover public and licensed data, so your CRM, email and shared drives stay out of reach. Apollo previews mask surnames and emails, which only appear after a paid contact reveal.
• Similarweb is monthly. Each request covers one complete month, and in our tests worldwide requests succeeded where country-level ones did not.