411data cookbook
Worked examples for common lead and enrichment question shapes. Each recipe teaches a reusable pattern — not a one-off answer.
Start here
| Recipe | When to read |
|---|---|
| api_integrations | "Is there an API?" — REST, MCP, OpenAPI, auth |
| filter_discipline_meta | Before any paid call — compose filters, avoid wasted no-match charges |
| bill_on_match | How billing + refunds work on enrichment routes |
| anti_invent | When to refuse — do not hallucinate contact data |
Enrichment (live)
| Recipe | Question shape |
|---|---|
| enrich_websearch_when | "Find contacts for a local business name" |
| lead_session_followups | "Rerun Hunt Forge / person hunt per contact / slot-person / resynthesize / batch pending+error slots" |
Catalog recipes (offline by default)
| Recipe | Question shape |
|---|---|
| enrich_email_waterfall (email enrichment) | "Who is [email protected]?" |
| enrich_company_domain | "Tell me about acme.com" |
| leads_search_filters | "CTOs at software companies in Florida" |
Platform
| Recipe | Topic |
|---|---|
| connect_wizards | /connect?action=… hub — wallets, top-up, keys, billing |
| batch_and_concurrency | Bulk enrichment — parallel REST, no CSV upload API |
| batch_csv_enrich | Upload a lead CSV or JSON file and enrich every row |
| custom_export_builder | Map an enriched batch into your own CSV columns |
| event_callbacks | Webhooks when hunts finish (async / push alternative) |
| prepay_deposits | Top up virtual USD with USDC on Base |
| deposit_match_promo | Bonus credit on first qualifying USDC top-up |
| signup_deposit_unlock | One-time signup deposit unlock (env-driven; not /promo) |
| support_tickets | Support via API or Enrich Agent — no Connect page |
| waiaas_setup | Autonomous x402 spend with WAIaaS |
Planned recipes
See backlog for recipes not yet written.