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 accountants in Winterthur. It POSTs to /v1/search, polls, and starts dialing - all inside one tool loop.

  • Tool-call to /v1/search with city + keyword + radius
  • Verified emails + E.164 phone numbers, no further parsing
  • 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 verified contact data, and writes it back to Salesforce or HubSpot.

  • Backfill incomplete records in minutes, not days
  • Confidence score per row - auto-accept above 80, queue for review below
  • Webhook on completion for batches above 10 results
Market researchers

Map an industry in a city

Need every dental clinic in Zurich? Every Treuhand in eastern Switzerland? One radius search returns the whole list with phone, website, and contact data already verified.

  • Aggregates official registries + open web + business directories
  • Dedup across sources by fuzzy name + address + phone
  • 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.

  • Country + region filters for clean rollouts
  • 30-day result cache: no double-billing for the same crawl
  • Confidence + verification status to gate onboarding
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
  • Pay only for the requests you make - no data-license minimums
Ops / RevOps

Lead-list curation

Standardize the input to your outbound team. Instead of dirty lists scraped from a dozen sources, give them verified data with the same fields every time.

  • verified_email boolean: only outreach to deliverable addresses
  • Per-key analytics: track conversion by data source
  • Configurable cache TTL for monitoring use cases

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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