PARALLEL FINDALL API
Discover and extract entities across the open web
Describe what you're looking for in natural language. FindAll scours billions of pages, validates criteria, and populates structured datasets with verifiable citations.
FindAll Quickstart$5.00 / 100 entities
from parallel import Parallel
client = Parallel(api_key="PARALLEL_API_KEY")
# Find all entities matching multi-parameter criteria
job = client.findall.create(
description="Seed and Series A AI defense robotics startups in NATO countries founded after 2023",
schema={
"company_name": "string",
"founders": ["string"],
"primary_product": "string",
"funding_stage": "string",
"headquarters_city": "string",
"website_url": "string"
},
limit=50,
processor="pro" # lite | core | pro | ultra
)
print(f"FindAll job queued: {job.id}")
results = job.wait_for_results()
for entity in results.items:
print(f"Entity: {entity.company_name} - {entity.website_url}")Compute Tiers
Match compute power to query complexity
Estimated Latency
45-90s
Recommended For
Complex entity extraction requiring PDF reading and secondary page navigation.
Institutional Grade
Built for enterprise, secure by design
SOC 2 Type II certified, GDPR compliant, and strict Zero Data Retention (ZDR) guarantees. Your confidential queries and internal data never touch model training.
SOC 2 Type II Certified
Zero Data Retention (ZDR)
Zero Model Training
FAQs
FindAll API is a planetary-scale entity discovery engine. Instead of searching for individual links, you provide a natural language specification (e.g. 'All boutique law firms in Texas specializing in energy patents') and FindAll generates a structured, verified dataset.