{"uid":"cap_BYYBXjAwzcHLygg6A2G1c","slug":"parallel-search-e7ead94e","name":"Parallel Web Search","description":"AI-powered web search","url":"https://parallelmpp.dev/api/search?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"mode":{"enum":["turbo","fast","basic","advanced"],"type":"string","default":"fast","description":"Search mode"},"query":{"type":"string","description":"Search query (shorthand for objective)"},"objective":{"type":"string","description":"Search objective"},"search_queries":{"type":"array","items":{"type":"string"},"description":"Explicit search queries"}}},"responseSchema":null,"example":{"request":{"mode":"fast","query":"artificial intelligence"},"response":{"_truncated":true,"_originalSize":99137}},"exampleRequest":{"mode":"fast","query":"artificial intelligence"},"tags":["answers","search","web","extraction","research","ai","x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"settled","requiresHandshake":false,"reviewCount":3,"rating":{"score":"0.81","successRate":"0.75","reviews":3,"stars":"4.2","state":"rated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"mpp","network":"tempo","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"mpp","network":"tempo","amountUsd":"0.01","per":"call","confidence":"exact"},{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_1V8NXJRue8ZKMoHyMo2lV","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x20c000000000000000000000b9537d11c60e8b50","unit":"request","depositMicros":null,"planRef":null},{"uid":"pm_kn2e12un8eNzsz7PSE3ln","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"Parallel","brandSlug":"parallel","brandBaseUrl":"https://parallel.ai","brandDocsUrl":"https://parallelmpp.dev/#agents","whatItDoes":"Searches the web via Parallel Web Systems, supporting a comprehensive one-shot mode or a lower-latency fast mode.","exampleAgentPrompt":"Search the web for recent breakthroughs in quantum computing using fast mode — I need results quickly.","exampleUseCases":null,"resultDescription":"Returns web search results from Parallel Web Systems, including extracted content and relevant pages matching the query or objective. In one-shot mode results are more comprehensive; in fast mode results arrive with lower latency.","failureModes":["Invalid or missing query/objective — returns error indicating required field","Invalid mode value (not 'one-shot' or 'fast') — validation error","Payment failure or insufficient balance — 402 payment required","Rate limiting or quota exceeded — 429 too many requests","Network timeout for one-shot mode on complex queries — slow or no response"],"whenToPreferThis":"Use this endpoint when you need real-time web search results and want control over the latency/comprehensiveness tradeoff. Choose 'fast' mode for time-sensitive queries or agentic pipelines needing low latency, and 'one-shot' for thorough research tasks. Prefer this over the async Task endpoint when you want synchronous results without polling.","instructions":null,"reviewSummary":"This search capability reliably returns results across query types, with 100% success across tested calls. It excels at source discovery — surfacing authoritative references like technical documentation and academic sources — and delivers fast, well-structured output. However, it functions as a raw web-search feed rather than a synthesized answer engine: snippets can be truncated, occasional low-quality results slip through, and ranked or aggregated research outputs require post-processing by the caller.","reviewSummaryHighlights":["Consistently reliable — zero failed calls across all reviewed queries","Fast retrieval with well-structured, scannable results","Surfaces authoritative and primary sources effectively"],"reviewSummaryConcerns":["Returns raw links and snippets, not synthesized or ranked research answers","Occasional low-signal results (e.g. generic blog posts) mixed into output","Snippets sometimes truncated, requiring follow-up fetches for full content"],"reviewSummaryGeneratedAt":"2026-05-13T16:15:06.317Z","activationCount":8,"lastUsedAt":"2026-05-13T16:01:52.620Z","lastSuccessfullyRanAt":"2026-05-13T16:01:52.620Z","lastHealthCheckAt":"2026-10-11T00:15:36.399Z","isFirstParty":false,"canonicalSlug":"parallel-search-e7ead94e"}