findall

name	findall
description	CLI for prospecting and entity discovery. Use when the user wants to find companies, people, startups, or other entities matching specific criteria. Triggers on: "find all", "find companies", "find startups", "prospect", "lead generation", "build a list of", "discover companies", "search for companies that".

FindAll CLI

Discover companies, people, or entities matching complex criteria using natural language.

Installation

npm install -g findall-cli

Usage

findall run <output-dir> "<objective>"

Options:

Option	Description	Default
-k, --api-key <key>	API key (or set PARALLEL_API_KEY)	-
-g, --generator <tier>	base, core, pro, preview	core
-l, --limit <number>	Max matches (5-1000)	50
--skip-preview	Skip schema editor	false
--auto-approve	Non-interactive mode	false

Examples

# Find AI startups with recent funding
findall run ./leads "Find AI companies that raised Series A in 2024"

# Find security-compliant vendors
findall run ./vendors "Find SaaS companies with SOC2 Type II certification"

# Find hiring companies
findall run ./prospects "Find fintech startups with 50-200 employees hiring engineers"

# Non-interactive for scripts
findall run ./results "Find e-commerce platforms in Europe" --skip-preview --auto-approve

Generator Tiers

• base - Fast, simple criteria
• core - Balanced (recommended)
• pro - Complex criteria, higher accuracy
• preview - Experimental

Output

Results saved to output directory:

• matches.json - Matched entities with details and citations
• matches.csv - CSV export for spreadsheets
• summary.json - Run statistics
• candidates.json - All evaluated entities

Tips

Be specific in objectives:

• Bad: "Find tech companies"
• Good: "Find B2B SaaS companies with SOC2 certification that raised Series B or later"

Use higher limits for broad searches:

findall run ./results "..." --limit 200 --generator pro