Do I need to know how to code?

No coding required. You describe the workflow in plain English — which sites to scrape, what fields to extract, and where results should go — and Twin builds the agent. You can adjust the goal at any time without editing code.

Can my Firecrawl agent run on a schedule?

Scheduled runs are a core part of how Twin agents work. You set the cadence — daily, weekly, or another interval — and the agent runs Firecrawl, extracts the data, and writes it to your chosen destination without manual intervention.

What can I do with the scraped data after extraction?

Agents can write results to Google Sheets, draft summaries in Google Docs, or pass data to downstream steps. The most common pairing is Firecrawl plus Google Sheets, which appears in roughly 43% of Firecrawl agents on Twin.

Can I scrape multiple sites in one agent?

Yes. Agents like the Deal Finder and Probate Court Filing Monitor scrape across several domains or counties in a single run, combining results before writing to a destination.

Which Firecrawl agents in the Twin community can I clone?

The Firecrawl agents section above lists the most-run community builds, with run and clone counts on each card so you can pick a battle-tested starting point. Cloning is faster than starting empty and the agent comes pre-wired to Firecrawl.

Integration

Automate Firecrawl with AI agents

Describe what you want to scrape and where results should go. Twin builds an agent that runs Firecrawl on a schedule, extracts structured data, and writes it where you need it.

Automate Firecrawl Browse 300 Firecrawl agents

Integration guide

How Twin uses Firecrawl inside repeatable agent workflows

Twin treats Firecrawl as part of a larger workflow, not as an isolated connector. An agent can read the relevant records, combine them with context from other tools, decide what needs to happen next, and report the finished work back to the team.

The page below shows the practical automation patterns for Firecrawl: what the agent can monitor, which actions it can take, and how the workflow stays observable when it runs on a schedule.

Common starting points include sales prospecting, lead enrichment, competitive research. Each example is designed to become a reusable agent, so teams can start from a narrow job and expand it as the process matures.

Twin is most useful when copying scraped data by hand into a spreadsheet means stale records and missed follow-ups. A Twin agent runs Firecrawl, parses the output, and writes rows to your Sheet without you touching it.

What you can do with Firecrawl

Real Firecrawl workflows the Twin community runs every day, ready for you to clone.

Scrape websites and extract structured fields

Pull business names, phone numbers, emails, and URLs from any public web page using Firecrawl's scraping API.
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Monitor competitor sites for changes

Run Firecrawl against competitor pages on a schedule and extract product features, pricing tiers, and key differentiators each run.
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Collect property listings from multiple sources

Scrape listing platforms like StreetEasy, Rightmove, and Zillow for new properties matching your filters, then compile them into a single report.
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Pull public records and court filings

Search public court records sites and extract probate filings, permit data, or registrations across multiple counties in one agent run.
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Aggregate news and content for daily digests

Scrape top technology publications and summarize the most relevant stories into a structured briefing, ready to send or store.
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Feed scraped data into Google Sheets or Docs

Write extracted rows directly to a Sheet or format them into a Doc. Firecrawl agents pair with Google Sheets in 43% of Twin workflows.
Explore

How it works

Three steps from idea to a running Firecrawl agent.

1

Connect via OAuth

Sign in to Firecrawl once. Twin securely manages the connection and handles token refreshes for you.
2

Describe the workflow

Tell Twin in plain English what you want done in Firecrawl. The agent figures out the API calls itself.
3

Twin builds and runs

Twin assembles the agent, runs it on demand or on a schedule, and adapts when Firecrawl responds in unexpected ways.

Why Twin for Firecrawl

What makes Twin a better fit than a generic automation tool.

No manual copy-paste between tools

Copying scraped data by hand into a spreadsheet means stale records and missed follow-ups. A Twin agent runs Firecrawl, parses the output, and writes rows to your Sheet without you touching it.

Handles structured and unstructured pages

Some pages return clean JSON; others require reading rendered HTML. Twin can use Firecrawl's API where available and fall back to browser-based extraction when structured access is limited.

Agents run on a schedule, not on demand

One-off scrapes don't build pipelines. Twin agents can run daily or weekly, so your lead lists, property alerts, and competitor snapshots stay current without manual triggers.

Firecrawl agents from the community

Be the first to build a Firecrawl agent.

The Twin community hasn't published a Firecrawl agent yet — describe what you'd like to automate and we'll build it for you in minutes.

Build the first Firecrawl agent

Common Firecrawl use cases

Patterns that show up across the Twin community — start from one and adapt it.

Sales prospecting

Find, enrich, and prioritize prospects from web and app data.

See use case

Lead enrichment

Turn sparse lead records into usable context for outreach.

See use case

Competitive research

Monitor competitors and summarize changes.

See use case

Spreadsheet operations

Clean, enrich, and sync spreadsheet data.

See use case

Build with more than Firecrawl

These related integration pages give crawlers and readers another path through the automation catalog. They connect Firecrawl to nearby apps, categories, and paired workflows that teams often evaluate together.

See all integrations