Turn a plain-English request into structured web data

Send a plain request and get back clean, organized data pulled and verified from across the web automatically.

How the work actually flows

A straight line. Runs once per each web page found.

Pattern: Sequence (1)

flowchart TD trig(("user submits data request")):::human s0["Search web for relevant pages"]:::svc s1[["Read and interact with each page"]]:::mi s2["Organize data into requested structure"]:::task s3["Return structured data to user"]:::task trig --> s0 s0 -->|"one per each web page found"| s1 s1 --> s2 s2 --> s3 out[/"Structured data file delivered"/]:::out pay{{"Saves hours of manual research"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepAn outside serviceRuns once per itemA personResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsCRM & Sales PipelineLead Generation & ProspectingWeb Scraping & Data CollectionAPI & Webhook Integration
Connects
Firecrawl

The problem it solves

You need specific facts from dozens of websites, like competitor pricing or company details, but pulling it together by hand means opening tab after tab and copying data into a spreadsheet. Even when you find the right page, the information you need is often buried behind menus or forms that static tools can't reach.

Who it fits

Sales, marketing, and research teams who need structured data pulled from many websites at once.

How it works

  1. You send a request describing what you want to find
  2. The system searches the web for relevant pages and sources
  3. It reads each page and, when needed, interacts with menus or forms to reach the data
  4. It organizes everything into the exact structure you asked for
  5. You get back clean, ready-to-use data
What you get

Structured data ready for your team

You send a plain request and get back organized data pulled and verified from across the web.

What you get

A structured data file matching the format you requested, ready to drop into a spreadsheet or CRM.

What you need

A Firecrawl account and an OpenAI or similar AI API key.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

Related automations

Back to the AI Playbook