{"uid":"cap_HpBFpI1thtXSOY0QrMT-t","slug":"slinkyllayer-travel-review-sentiment-analysis-7635763b","name":"SlinkylLayer Travel Review Sentiment Analysis","description":"Submit a travel review for sentiment analysis. Returns a job identifier that can be used to query the job status and retrieve the sentiment result.","url":"https://x402.slinkylayer.ai/api/v1/proxy/:id/tth-review-sentiment","method":"POST","headers":{},"bodySchema":null,"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.1","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"registry","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.1/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_7Yb8HK1RhA0UKd656imLs","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.1","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Submits a travel review text for asynchronous sentiment analysis, returning a job ID to poll for the sentiment result.","exampleAgentPrompt":"Can you analyze the sentiment of this travel review for me: 'The hotel had stunning ocean views and impeccable service, but the check-in process was frustratingly slow and the room smelled musty' — I need to know if it's overall positive, negative, or mixed?","exampleUseCases":[{"title":"Hotel review sentiment classification","prompt":"Analyze the sentiment of this hotel review and tell me if it's positive, negative, or mixed: 'Loved the rooftop pool and friendly staff, but the noise from the street made it impossible to sleep and the breakfast was overpriced.'"},{"title":"Vacation rental feedback triage","prompt":"I just got a batch of guest reviews for my Airbnb properties — can you run sentiment analysis on this one first: 'The apartment was cozy and well-located, but the Wi-Fi barely worked and the kitchen was poorly stocked.'"},{"title":"Travel agency review monitoring","prompt":"Run a sentiment check on this tour review a customer submitted: 'Our guide Marco was knowledgeable and fun, the itinerary was packed but manageable — only complaint was the bus was cramped for a 6-hour ride.' I want to know the overall tone before we respond to them."}],"resultDescription":"Returns a job identifier (job ID) that can be used to poll a separate status endpoint to retrieve the completed sentiment analysis result, which includes the sentiment classification (e.g. positive, negative, neutral/mixed) and likely a confidence score or sentiment breakdown for the submitted travel review.","failureModes":["Missing or empty review text in request body returns validation error","Invalid or malformed JSON payload causes 400 bad request","Insufficient USDC payment ($0.1 required) results in payment failure via x402 protocol","Job ID returned but downstream sentiment model unavailable causes job to stall","Polling the job status before processing completes returns pending status — result not yet available","Rate limiting if too many concurrent submissions are made"],"whenToPreferThis":"Choose this endpoint when you specifically need sentiment analysis scoped to travel and hospitality reviews, and can tolerate an asynchronous (job-based) workflow where you submit first and poll for results. It is well-suited for agents that process guest reviews, tourism feedback, or hotel testimonials and need a lightweight, pay-per-call sentiment classifier without managing your own NLP infrastructure. Prefer alternatives if you need synchronous real-time sentiment results or if the review content is outside the travel/hospitality domain.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T12:45:15.481Z","isFirstParty":false}