Run in Enrichment Spreadsheet
Use this function as a column step in
deepline enrich.deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=parallel_run_findall:{"objective":"Find recent fintech leads with strong fit signals.","entity_type":"companies","match_conditions":[{"name":"industry","description":"fintech software"}]}' --json
Map payload values to spreadsheet columns with
{{column_name}} placeholders.Input Schema
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
payload.objective | string | Yes | Natural language target to discover. Keep specific enough for reliable matching. | |
payload.entity_type | string | Yes | Entity class to return (for example people, companies, accounts). | |
payload.match_conditions | array | Yes | ||
payload.generator | "base" | "core" | "pro" | "preview" | No | "core" | FindAll tier. Use preview for testing/validation and small dry runs; use base/core/pro for real discovery depending on recall/quality needs. |
payload.match_limit | integer | No | Maximum matches to return. Keep low (for example 5-20) while validating prompts and conditions. | |
payload.exclude_list | array | No | ||
payload.metadata | record | No | ||
payload.webhook | object | No | Parallel webhook. | |
payload.timeout | integer | No | Seconds to wait for synchronous completion in run-style calls. If timeout is hit, poll status and fetch results by findall_id. | |
payload.betas | string | array | No | ["findall-2025-09-15"] | FindAll beta flag. Defaults to findall-2025-09-15 for compatibility. |
Allowed values
| Field | Allowed values |
|---|---|
payload.generator | base, core, pro, preview |
Output Schema
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
result.data | record | Yes | Provider response payload. | |
result.meta | record | No | Additional response metadata (status, paging). |
Advanced: Direct CLI
Use direct execution for single payload debugging.
deepline tools execute parallel_run_findall --payload '{
"objective": "Find recent fintech leads with strong fit signals.",
"entity_type": "companies",
"match_conditions": [
{
"name": "industry",
"description": "fintech software"
}
]
}' --json
CLI flags
| Flag | Description |
|---|---|
--json | Print machine-readable output. |
--wait | Wait for terminal provider status when supported. |
--debug | Enable wait mode with additional status/log output. |
--wait-timeout SECONDS | Max seconds to wait in wait mode. |
--poll-interval SECONDS | Polling interval in seconds during wait mode. |
--timeout SECONDS | Request timeout in seconds. |
--connect-timeout SECONDS | Connection timeout in seconds. |
Cost
- Pricing model:
provider_usage(provider usage). - Estimated Deepline credits:
0per pricing unit. - Billing mode:
post_deduct.