Prowl
64/100
prowl
Benchmarked Sep 12, 2026

doqs.dev | PDF filling API

API provider (doqs.dev)

api platform_profile
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Score Breakdown

Latency8/10
Token Efficiency8/10
Parseability7/10
Consistency6/10
Auth Simplicity6/10
First-Try Success6/10
Documentation5/10
Error Clarity4/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://doqs.dev",
  "auth_method": "unknown",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "unknown",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "PDF filling",
    "API-based document generation"
  ],
  "raw_analysis": "doqs.dev appears to be a developer-focused API service for filling PDF forms programmatically. The service is positioned as a 'PDF filling API', suggesting it allows developers to submit data and receive completed PDF documents, likely via an HTTP API. However, the provided information is minimal and lacks details on authentication, endpoint structure, pricing, rate limits, or maturity. The domain is likely a developer tool or micro-SaaS. No public REST API documentation is included in the input, so the exact API surface is unknown. Integrations and target audience (developers needing to automate PDF generation) can be inferred but not confirmed. The platform may be early-stage or niche."
}
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200471ms
robots_txtGET /robots.txt404370ms
llms_txtGET /llms.txt404164ms
Interpret
{
  "overall": 58,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 6.0,
    "response_parseability": 7.0,
    "error_clarity": 4.0,
    "doc_quality": 5.0,
    "auth_simplicity": 6.0,
    "latency": 8.0,
    "consistency": 6.0
  },
  "pricing_normalized": {
    "model": "unknown",
    "tiers": [],
    "notes": "No pricing information surfaced from platform analysis or site checks. Agent cannot quote a cost or compare to alternatives."
  },
  "issues": [
    "No robots.txt (404) — crawlers/agents have no explicit scraping guidance",
    "No llms.txt (404) — no agent-optimized discovery surface, hurts AI-native onboarding",
    "Pricing model is 'unknown' — users must go hunting for cost, blocking recommendations",
    "Error clarity low: 404 responses are unbranded generic pages with no helpful guidance",
    "Docs quality uncertain — no evidence of getting-started guide, API reference, or rate-limit documentation was returned",
    "Auth flow not verified — no evidence of OAuth/magic link/API key simplicity",
    "Capability scope is narrow (PDF filling only) which limits breadth as a recommendation"
  ],
  "recommendations": [
    "Publish /llms.txt with concise capability, endpoint, pricing, and rate-limit summary for agent consumption",
    "Add a robots.txt explicitly permitting AI crawlers and linking to canonical docs",
    "Expose public pricing (or 'contact us' marker) so agents can normalize cost to user budgets",
    "Improve 404 handling with a helpful JSON or HTML error page that links to docs and search",
    "Document auth model clearly (API key issuance, trial tier, SSO availability) on a public docs page",
    "Provide structured OpenAPI/JSON schema for the PDF-filling endpoint to boost response parseability",
    "Add a status page or uptime history to strengthen consistency perception for agent recommendations"
  ]
}

Agent Readiness

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

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