18
/100
prowl
Benchmarked Aug 31, 2026

API for Sales Research

Show HN: API for Sales Research

searchdeveloperapi platform_profile
Benchmark Your API

Score Breakdown

Parseability 3/10
Error Clarity 2/10
Auth Simplicity 2/10
Token Efficiency 2/10
Latency 1/10
Consistency 1/10
Documentation 1/10
First-Try Success 1/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "http://stacklead.com/dev",
  "auth_method": "api_key",
  "auth_config": {
    "header": "Authorization",
    "scheme": "Bearer"
  },
  "endpoints": [],
  "pricing_model": {
    "type": "unknown",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "sales research API",
    "likely provides lead data enrichment",
    "likely provides company information lookup"
  ],
  "raw_analysis": "StackLead is a developer-focused API service for sales research. It appears to be a platform that offers programmatic access to sales intelligence data, likely enabling users to enrich, lookup, or discover leads and companies. The service is positioned for developers who want to integrate sales research into their own applications. The URL points to a developer documentation page, suggesting a self-serve API. However, the provided details are sparse; no specific endpoints, pricing, or authentication details are given in the description. The platform seems to be in an early stage, possibly a Show HN project, indicating a small or emerging product. Integrations are unknown at this time. The lack of concrete documentation in the provided content limits the ability to assess maturity, but the developer portal suggests a commitment to API accessibility. The exact features and data coverage are unclear, but typical for sales research APIs, it likely offers company and contact data enrichment, search, and lead generation capabilities."
}
Execute

0/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /None94ms
robots_txtGET /robots.txtNone104ms
llms_txtGET /llms.txtNone86ms
Interpret
```json
{
  "overall": 12,
  "dimensions": {
    "token_efficiency": 2.0,
    "first_try_success": 1.0,
    "response_parseability": 3.0,
    "error_clarity": 2.0,
    "doc_quality": 1.0,
    "auth_simplicity": 2.0,
    "latency": 1.0,
    "consistency": 1.0
  },
  "pricing_normalized": {},
  "issues": [
    "Website DNS resolution fails with 'No address associated with hostname' — domain is not resolving",
    "All three checks (website_uptime, robots_txt, llms_txt) returned no HTTP response — platform is unreachable",
    "No visible documentation, pricing, or feature details",
    "Platform appears to be non-functional or unreachable from the network"
  ],
  "recommendations": [
    "Verify DNS configuration and domain registration",
    "Ensure website is deployed and publicly accessible",
    "Add llms.txt for AI agent discoverability once site is live",
    "Publish clear pricing and documentation before recommending to agents"
  ]
}
```

Agent Readiness

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

Embed your Prowl badge

Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.

Prowl agent-readiness badge
<a href="https://prowl.world/service/api-for-sales-research">
  <img src="https://prowl.world/badge/api-for-sales-research.svg" height="56" alt="Agent-readiness on Prowl">
</a>

Options: ?style=light|dark · ?size=sm|md · ?variant=certified (claimed + DNS-verified only) · badge generator with preview

Want the full interactive view?

See operational metrics, LLM evaluations, agent readiness, and more.

Open in Dashboard