Use cases

One API. Dozens of workflows.

Six concrete patterns teams build with biz collect - from agent enrichment to bootstrapping a new geographic market. If your team needs structured local business data, you'll see yourself below.

Built forB2B salesCustomer opsData engAnalyst / VC
Sales agents (AI)

Outbound enrichment, on demand

Your LLM-powered SDR receives a request to call accounting firms in Austin. It POSTs to /v1/search, polls, and starts dialing - all inside one tool loop.

  • Tool-call to /v1/search with city + keyword + radius
  • Website-found emails, social profiles, and phone numbers
  • Stable schema means the agent doesn't hallucinate field names
CRM teams

Hydrate accounts before the first touch

Marketing uploads a CSV of company names. A pipeline calls biz collect on each row, attaches structured contact data, and writes it back to Salesforce or HubSpot.

  • Backfill incomplete records in minutes, not days
  • Usage logging helps audit credit spend by workflow
  • CSV export for handoff to Salesforce or HubSpot
Market researchers

Map an industry in a city

Need every dental clinic in Zurich? Every accounting firm in eastern Switzerland? One radius search returns a structured list with phone, website, and web-enriched contact data.

  • Google Places search plus website enrichment
  • Structured business rows with website, email, social, and outgoing links
  • Export JSON, pipe into Pandas or Excel
Local services platforms

Bootstrap a new geographic market

Launching in a new region? Seed your marketplace with the providers that already exist - instead of building yet another scraper your ops team has to babysit.

  • Location, keyword, radius, and language-code inputs
  • Async jobs for larger geographic searches
  • Credit gating keeps daily spend predictable
Analysts & VCs

Quick competitive maps

Before an investment memo: a list of every fitness studio in Berlin, every kebab shop in Vienna, every law firm in Lugano. Without commissioning a custom data project.

  • One API call per geographic slice
  • Stable JSON pipes straight into BigQuery / Snowflake
  • Credits map directly to the result pages you request
Ops / RevOps

Lead-list curation

Standardize the input to your outbound team. Instead of dirty lists scraped from a browser, give them structured business rows with the same fields every time.

  • Website-found emails and social profiles
  • Usage logs for API activity and credit spend
  • CSV export for manual review and list building

What teams tell us

We replaced four scrapers and one $1,200/mo data subscription with one POST request. The agent's first-try success rate went from 60-something to ninety-something. We stopped paging on weekends.

- Engineer at a Swiss B2B SaaS, talking about replacing their custom Maps pipeline

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