Rating content for a hotel, restaurant, attraction or destination
Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "https://developer-tripadvisor.com",
"auth_method": "api_key",
"auth_config": {
"header": "X-RapidAPI-Key",
"parameter": "key"
},
"endpoints": [
{
"path": "/api/v1/location/search",
"method": "GET",
"description": "Search for locations (hotels, restaurants, attractions, etc.)"
},
{
"path": "/api/v1/location/{locationId}/reviews",
"method": "GET",
"description": "Get reviews for a specific location"
},
{
"path": "/api/v1/location/{locationId}/rating",
"method": "GET",
"description": "Get rating summary for a location"
},
{
"path": "/api/v1/location/{locationId}/photos",
"method": "GET",
"description": "Get photos for a location"
}
],
"pricing_model": {
"type": "freemium",
"details": {
"free_tier": "Limited monthly API calls",
"paid_plans": ["Pay-as-you-go", "Subscription plans based on volume"],
"primary_currency": "USD"
}
},
"rate_limits": {
"default": "Depends on plan; typically 10-30 requests per minute for free tier",
"notes": "Rate limits vary by subscription; check developer dashboard for current limits."
},
"capabilities": [
"Search hotel, restaurant, attraction, and destination information",
"Fetch user reviews and ratings",
"Access to photos for locations",
"Rating content aggregation",
"Support for multiple geographical regions",
"Data for travel planning and comparative analysis"
],
"raw_analysis": "Tripadvisor is a major travel platform that provides user-generated content including reviews, ratings, and photos for hotels, restaurants, attractions, and destinations. The developer portal (developer-tripadvisor.com) gives access to a REST API that allows third-party developers to integrate Tripadvisor data into their applications. The API is primarily used for search and retrieval of location data, reviews, and ratings. Authentication is via an API key (often through a gateway like RapidAPI). The platform targets travel-tech companies, tour operators, and developers building travel apps or comparative shopping tools. Maturity is high as Tripadvisor is a well-established brand with a large dataset; however, the public API is often reported as limited in terms of endpoint availability compared to the full internal platform. Integrations are typically done via direct HTTP calls or through RapidAPI. Pricing is freemium—free access with limited calls, with paid tiers for higher usage. Rate limits are not publicly standardized and depend on the chosen plan. Overall, the platform is reliable for obtaining crowd-sourced travel ratings and reviews, but developers should verify endpoint documentation and sample responses as they may change."
}1/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 116ms |
| robots_txt | GET /robots.txt | 403 | 101ms |
| llms_txt | GET /llms.txt | 403 | 167ms |
```json
{
"overall": 62,
"dimensions": {
"token_efficiency": 7.0,
"first_try_success": 6.0,
"response_parseability": 6.0,
"error_clarity": 4.0,
"doc_quality": 6.0,
"auth_simplicity": 7.0,
"latency": 9.0,
"consistency": 6.0
},
"pricing_normalized": {
"free_tier": "limited monthly API calls",
"paid_plans": ["pay-as-you-go", "subscription based on volume"],
"currency": "USD"
},
"issues": [
"No llms.txt — AI agents cannot discover API docs or endpoints directly",
"Robots.txt returns 403 (Access Denied) — may indicate blocked crawling or misconfigured S3 bucket",
"No security headers detected on website",
"Pricing/limits not clearly documented for agents to estimate costs"
],
"recommendations": [
"Add llms.txt providing API documentation, endpoint schemas, and usage examples for AI agents",
"Fix robots.txt to allow crawlers (or serve valid directives instead of 403)",
"Add security headers (CSP, HSTS) to build agent trust",
"Publish explicit rate limits and pricing transparency for agent-assisted requests"
]
}
```Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.
<a href="https://prowl.world/service/tripadvisor">
<img src="https://prowl.world/badge/tripadvisor.svg" height="56" alt="Agent-readiness on Prowl">
</a>
See operational metrics, LLM evaluations, agent readiness, and more.
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