Sold by: Parallel Web Systems
Parallel's API automates complex web research and reasoning tasks, leveraging advanced AI and real-time web data. Ideal for enterprises building AI-native applications, a powerful web tool for agents, generating custom datasets with web intelligence, or replacing manual workflows with efficient, scalable automation. Parallel's API can help turn web data into actionable insights.
Overview
Parallel offers enterprises the most intelligent way to query the web, providing structured web outputs optimized for quality. Parallel's API allows you to simply define the information you want, and its intelligent web querying system retrieves structured, precise web intelligence. Whether you're enriching databases, powering autonomous agentic workflows, or replacing time-consuming manual research processes, Parallel simplifies complex web tasks into declarative, reliable queries.
Common use cases include generating real-time enriched datasets for market analysis, automating compliance checks and risk monitoring, enriching CRM systems with fresh and accurate lead data, or accelerating sophisticated financial research workflows. With Parallel, businesses benefit from the highest quality web data at every price level, gaining actionable insights to drive smarter decisions and accelerate innovation. Parallel's flexible, usage-based, transparent pricing model ensures simplicity, enabling businesses to pay a flat price per query - from straightforward enrichment to the most complex web research tasks.
Highlights
- Easily specify the data you need, and Parallel automatically finds and organizes accurate web intelligence.
- Improve your business decisions and save time by automating tasks like market research, compliance monitoring, CRM updates, and competitive intelligence.
- Clear, simple pricing per query, giving you consistent value whether you are doing basic data enrichment or complex, large-scale research.
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Pricing
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Description | Cost/unit |
|---|---|---|
Usage Fee | See https://docs.parallel.ai/core-concepts/processors#reference for processor pricing | $0.01 |
Dimensions summary
You pay only for what you use, with a single usage-based fee measured in units. Pricing is set per request, not per token, so you know the cost of each query before running it. Costs scale with the processor you choose for each task. Processors let you match compute to task complexity, so simpler jobs cost less per request and deeper research costs more. Per-request rates vary by the API and processor tier you select. See the vendor's processor documentation for the specific rate that applies to each request type.
Top-of-mind questions for buyers
A unit maps to one request you send. Each API type meters requests differently: some bill per 1,000 requests, some per result returned, and one bills a fixed cost plus a per-match charge. The processor tier you pick sets the rate for each request.
Each processor tier carries its own per-request rate. Lighter tiers suit simple fact lookups and fewer output fields. Higher tiers cross-reference more sources and handle more fields, so they cost more per request. You choose the tier per task, so the change is manual, not automatic.
That request type bills two ways at once: a fixed cost for running the query, plus a per-match charge for each result returned. Your total scales with how many matches you receive. Broad queries returning many matches raise the per-match portion; narrow queries return fewer matches.
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Delivery details
Software as a Service (SaaS)
SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.
Support
Vendor support
Please reach out to support@parallel.ai for questions.
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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