{"uid":"cap_jOYNdsQKypDN2nGdzobU6","slug":"transitpulse-commute-quality-analysis-fc4a2194","name":"TransitPulse Commute Quality Analysis","description":"Commute quality analysis for commuter and relocation agents. 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Returned before the payment gate on paid requests, so a malformed call is never charged. JSON body: { error: <what is wrong and how to fix it> } plus usage hints."},"402":{"description":"Payment required — x402 v2 challenge; the accepts array lists scheme, network, and amount. Retry the same request with a PAYMENT-SIGNATURE (v2) or X-PAYMENT (v1) header. Verification is free."},"500":{"example":{"error":"upstream_failed"},"description":"Unexpected server error. 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How reliable is the transit corridor between there? I want to make sure I won't be stuck if the T has issues."},{"title":"Compare commute quality across neighborhoods","prompt":"We're narrowing down neighborhoods to move to in San Francisco. Can you check the commute quality and reliability scores for the transit corridors from the Mission District and from Oakland — we work near the Ferry Building and need dependable transit."},{"title":"Assess daily commute sustainability","prompt":"I've been driving to work in Seattle for years, but I'm trying to go car-free. Can you evaluate how good the commute quality actually is on the light rail between my neighborhood in Ballard and downtown? Is it reliable enough to bet my job on?"}],"resultDescription":"Returns a structured assessment of commute reliability and quality for the specified city corridor, including scores and performance metrics that indicate how dependable and comfortable the transit route is for daily commuting.","failureModes":["Unsupported city or corridor returns an error or empty result","Ambiguous corridor specification may return low-confidence results","Service unavailable if transit data source is down","Payment failure (x402) if USDC balance is insufficient"],"whenToPreferThis":"Use this endpoint when a user needs to evaluate the day-to-day commute quality and reliability of a specific transit corridor in a city — especially useful for relocation decisions, commuter planning, or comparing neighborhoods by transit quality. Prefer this over general transit coverage or delay endpoints when the focus is on ongoing commute experience rather than live disruptions or static coverage maps.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-27T19:03:05.550Z","isFirstParty":false,"canonicalSlug":"transitpulse-commute-quality-analysis-fc4a2194"}