Unlimited travel eSIMs at 5-50 Mbps: live quotes by country, speed and days, plus a buy link.
Full LLM thinking from the 4-phase benchmark pipeline.
{
"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."
}3/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 1265ms |
| robots_txt | GET /robots.txt | 200 | 336ms |
| llms_txt | GET /llms.txt | 200 | 58ms |
{
"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."
]
}Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.
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