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Parallel Web Systems API

parallel.ai

Verification pendingResearched, not yet routed
Search, Extract, Task (deep research), FindAll and Monitor APIs for AI agents. Buying direct: Search $1–$5 / 1,000 requests; Extract $1 / 1,000 URLs. Listed .
Capabilities
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Overview

Researched from the vendor's own pages; every fact links to its source and the day we checked it.

Web APIs built for agents: Search (/v1/search), Extract (/v1/extract), Task runs for deep research and enrichment (/v1/tasks/runs), Chat, FindAll and Monitor. Per-request pricing by product and processor tier; default quotas 600/min for Search and Extract, 2,000/min for Tasks. SOC 2.

Company

Legal name
Not confirmed
Headquarters
Not confirmed
Founded
Not confirmed
Employees
Not confirmed
Ownership
Not confirmed
Kind
Data provider
Website
Not confirmed

API

Verified
Access
Self-serve API
Style
REST
Auth
Not confirmed
Base URL
Not confirmed
Features
Bulk —Async —Webhooks —MCP —Sandbox —
Rate limit
Search 600/min, Extract 600/min, Tasks 2,000/min, Monitor 300/min (defaults)

Pricing

Model
pay as you go
List prices
  • Search $1–$5 / 1,000 requests, 10 results per request
  • Extract $1 / 1,000 URLs
  • Task $5–$2,400 / 1,000 runs, by processor
Currency
USD
Units
1,000 requests
Free tier
$5 in free credits per month (pricing page)

Compliance

Verified
SOC 2
SOC 2 (stated)
GDPR
Not confirmed
CCPA
Not confirmed
DPA
Not confirmed
Resale / storage
Unknown until a written agreement says otherwise

Relationships

Integrations
Not confirmed
Alternatives
None named by the vendor
Sources (3)

Placement in the Grid

Where this vendor sits on the GridRouter Grid in each category it serves. No vendor pays for placement.

Placement in the GridRouter Grid by category
CategoryPlacementExecuteCoverageCallsReport
Web DataNot yet rated––0View Grid
AI UtilitiesNot yet rated––0View Grid

API

The vendor's OpenAPI document as stored in the catalog, its operations, and the rate limits it publishes.

Official specOpenAPI 3.1.0 · 36 operations Spec (YAML)Vendor's spec
Operations in the parallel-web spec
MethodPathSummaryParamsSource
POST/v1/searchSearch0Spec
POST/v1/extractExtract0Spec
POST/v1/tasks/groupsCreate Task Group0Spec
GET/v1/tasks/groups/{taskgroup_id}Retrieve Task Group1Spec
GET/v1/tasks/groups/{taskgroup_id}/eventsStream Task Group Events3Spec
GET/v1/tasks/groups/{taskgroup_id}/runsFetch Task Group Runs5Spec
POST/v1/tasks/groups/{taskgroup_id}/runsAdd Runs to Task Group3Spec
GET/v1/tasks/groups/{taskgroup_id}/runs/{run_id}Retrieve Task Group Run2Spec
POST/v1/tasks/runsCreate Task Run1Spec
GET/v1/tasks/runs/{run_id}Retrieve Task Run1Spec
GET/v1/tasks/runs/{run_id}/eventsStream Task Run Events1Spec
GET/v1/tasks/runs/{run_id}/inputRetrieve Task Run Input1Spec
GET/v1/tasks/runs/{run_id}/resultRetrieve Task Run Result3Spec
POST/v1beta/findall/entity-searchFast Entity Search0Spec
POST/v1beta/findall/ingestIngest FindAll Run1Spec
POST/v1beta/findall/runsCreate FindAll Run1Spec
GET/v1beta/findall/runs/{findall_id}Retrieve FindAll Run Status2Spec
POST/v1beta/findall/runs/{findall_id}/cancelCancel FindAll Run2Spec
POST/v1beta/findall/runs/{findall_id}/enrichAdd Enrichment to FindAll Run2Spec
GET/v1beta/findall/runs/{findall_id}/eventsStream FindAll Events4Spec
POST/v1beta/findall/runs/{findall_id}/extendExtend FindAll Run2Spec
GET/v1beta/findall/runs/{findall_id}/resultFindAll Run Result2Spec
GET/v1beta/findall/runs/{findall_id}/schemaGet FindAll Run Schema2Spec
GET/v1/monitorsList Monitors4Spec
POST/v1/monitorsCreate Monitor0Spec
GET/v1/monitors/statsMonitor Stats0Spec
GET/v1/monitors/{monitor_id}Retrieve Monitor1Spec
POST/v1/monitors/{monitor_id}/cancelCancel Monitor1Spec
GET/v1/monitors/{monitor_id}/eventsList Monitor Events5Spec
POST/v1/monitors/{monitor_id}/triggerTrigger Monitor Run1Spec
POST/v1/monitors/{monitor_id}/updateUpdate Monitor1Spec
POST/v1beta/memory/clearClear Memory0Spec
POST/v1beta/memory/evictEvict from Memory0Spec
POST/v1beta/memory/retrieveRetrieve Memory0Spec
POST/v1beta/chat/completionsChat Completions0Spec
POST/v1/responsesCreate Response0Spec

Rate limits

Published rate limits for parallel-web
LimitScopePlanEndpointBurst / concurrency
600 / minuteendpointAll/v1/search— / —
600 / minuteendpointAll/v1/extract— / —
2,000 / minuteendpointAll/v1/tasks/runs— / —

GridRouter never paces above these and backs off on 429, honoring Retry-After. Source, checked Sep 29, 2026

Compare Parallel Web Systems