{"uid":"cap_sRAJsgFGQWPn-uI5basQh","slug":"rotary-agency-airbnb-listing-reviews-84425096","name":"Rotary Agency — Airbnb Listing Reviews","description":"AI-agent-friendly data marketplace. 206 endpoints: read any webpage, Exa semantic search, YouTube transcripts + search, dev.to, OpenAlex + PubMed scholarly search, Hacker News, Wikipedia, RSS, npm, PyPI, GitHub, arXiv, Stack Exchange, V2EX, Bilibili, plus Google Maps, LinkedIn, Reddit, Instagram, Airbnb. Pay per request with USDC via x402 — no keys, no signup.","url":"https://rotaryagency.uk/api/airbnb/reviews/%7Blisting_id%7D","method":"GET","headers":{},"bodySchema":null,"responseSchema":{"type":"json","example":{"reviews":"AirbnbReview[] — id, author, rating, text, date, response"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","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":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_owI1BZWw9zyPVd47j3iRw","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Fetches all guest reviews for a specific Airbnb listing by listing ID, returning review metadata including author, rating, text, date, and host response.","exampleAgentPrompt":"Can you pull all the guest reviews for Airbnb listing 12345678 so I can see what people are saying about the place and how the host responds to complaints?","exampleUseCases":[{"title":"Pre-booking property research","prompt":"Before I book Airbnb listing 45678901 for my trip, can you grab all the guest reviews so I can see what people liked and disliked about staying there?"},{"title":"Competitor analysis for Airbnb hosts","prompt":"I manage an Airbnb and want to benchmark against a nearby property — can you pull all the reviews for listing 98765432 so I can see what guests are praising and complaining about?"},{"title":"Sentiment analysis pipeline for rentals","prompt":"I'm building a tool to analyze guest satisfaction — fetch all reviews for Airbnb listing 11223344 including ratings, review text, and any host responses so I can run sentiment analysis on them."}],"resultDescription":"A JSON array of AirbnbReview objects, each containing a review ID, author name, star rating (numeric), review text, submission date, and the host's response text if one exists.","failureModes":["Invalid or non-existent listing ID returns an error or empty reviews array","Listing with no reviews returns an empty array","Airbnb rate limiting or scraping blocks may cause request failures","Payment failure via x402 if USDC balance is insufficient","Listing may be delisted or private, making it inaccessible"],"whenToPreferThis":"Use this endpoint when you need structured guest review data for a specific Airbnb listing without managing Airbnb credentials or scraping infrastructure. Ideal for travel research, competitive benchmarking, sentiment analysis pipelines, or pre-booking due diligence. Prefer over manual scraping or unofficial wrappers — this is a pay-per-call service with no API key required, just USDC via x402.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-12T00:30:01.920Z","isFirstParty":false}