Prowl
82/100
prowl
Benchmarked Oct 17, 2026

roamflat Flat configurator Verified

Unlimited travel eSIMs at 5-50 Mbps: live quotes by country, speed and days, plus a buy link.

ecommerce platform_profile
Benchmark Your API

Score Breakdown

Token Efficiency9/10
Consistency8/10
Documentation8/10
Error Clarity8/10
Auth Simplicity8/10
First-Try Success8/10
Parseability8/10
Latency7/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://roamflat.com",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "unknown",
    "details": {
      "notes": "Pricing is dynamically quoted per country, speed tier (5-50 Mbps), and number of days; not published as a static rate card. E-commerce checkout via buy link."
    }
  },
  "rate_limits": {},
  "capabilities": [
    "Travel eSIM provisioning",
    "Unlimited data plans",
    "Configurable speed tiers (5-50 Mbps)",
    "Country-based plan selection",
    "Duration-based plan selection (days)",
    "Live price quoting",
    "Buy/purchase link for checkout"
  ],
  "raw_analysis": "roamflat is a travel eSIM e-commerce storefront that sells unlimited-data eSIMs across multiple countries, differentiated by speed tier (5-50 Mbps) and rental duration in days. The site functions as a 'flat configurator': the user picks a country, speed, and number of days, and the platform returns a live quote plus a buy link. This is a transactional e-commerce flow rather than a developer tool or dashboard.\n\nMaturity: Appears to be a small, early-stage or niche consumer service. No public API documentation, developer portal, or partner integrations are advertised on the landing content. The business model is direct-to-consumer eSIM sales; pricing is dynamic per configuration rather than a published rate card, implying real-time quoting against carrier/interconnect costs.\n\nIntegrations: None evident — no REST API, no listed partners, no webhooks or SDKs. Interaction is limited to the web UI configurator and a checkout/buy flow. Auth is not applicable for public browsing; purchase likely requires standard e-commerce checkout (email/payment) but no platform-level auth scheme is exposed."
}
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /2001265ms
robots_txtGET /robots.txt200336ms
llms_txtGET /llms.txt20058ms
Interpret
{
  "overall": 82,
  "dimensions": {
    "token_efficiency": 9.0,
    "first_try_success": 8.5,
    "response_parseability": 7.5,
    "error_clarity": 7.5,
    "doc_quality": 8.5,
    "auth_simplicity": 8.0,
    "latency": 7.0,
    "consistency": 8.0
  },
  "pricing_normalized": {
    "model": "per_day_unlimited_tiered_speed",
    "notes": "Single product ('Flat') with one flat price per day, varying by country and selected speed tier (5/10/25/50 Mbps). No static rate card; live quotes required. No enterprise/volume tier observed."
  },
  "issues": [
    "No static public rate card; agent must query live prices per country/speed/day, increasing interaction cost.",
    "Website homepage latency ~1.27s (TTFB-ish) — usable but not snappy for agentic loops.",
    "Unlimited data with throttled speed tiers may confuse users expecting conventional GB-based plans; docs must emphasize speed-based value prop.",
    "Pricing model listed as 'unknown' in the analysis — a signal that price discoverability outside checkout is weak."
  ],
  "recommendations": [
    "Publish a machine-readable pricing endpoint or static JSON rate card (country × speed × duration sample) to reduce round trips.",
    "Expose a structured quote/order API (JSON) in addition to the buy link so agents can transact without scraping HTML.",
    "Improve latency on the main site path to sub-500ms for agent-friendliness.",
    "Add explicit error/limits documentation (e.g., per-country coverage caveats, speed guarantees, refund policy, eSIM compatibility) to raise error_clarity.",
    "Consider magic-link or agent-friendly signup to reduce checkout friction; SSO/magic link would lift auth_simplicity toward 10.",
    "Given strong llms.txt/robots.txt support already in place, extend it with canonical spec links, example quotes, and an OpenAPI-style endpoint description."
  ]
}

Agent Readiness

x402 Payments
Not supported
Streaming
No
Sandbox
None
Agent Auth
Unknown
SDKs
None listed
MCP Support
No

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