Prowl
65/100
prowl
Benchmarked Sep 25, 2026

Polling Places API

This data set contains the list of polling places. It can be organized by ward/division, accessibility rating, or type of building. This list is used to assign poll workers, send the machines and ne

dataaiapi platform_profile
Benchmark Your API

Score Breakdown

Auth Simplicity10/10
Latency9/10
Token Efficiency8/10
First-Try Success7/10
Consistency6/10
Documentation5/10
Error Clarity5/10
Parseability4/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://phila.gov",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {"type": "free", "details": {"notes": "Government open data, publicly accessible"}},
  "rate_limits": {},
  "capabilities": [
    "polling place lookup",
    "ward/division filtering",
    "accessibility rating filtering",
    "building type filtering",
    "civic data access",
    "open government data"
  ],
  "raw_analysis": "The provided URL 'https://phila.gov:pollingplaces' is malformed. It uses a colon separator mixing a domain (phila.gov) with a path-like segment ('pollingplaces'), which is not a valid URL structure. The domain phila.gov is the official website for the City of Philadelphia, a municipal government entity. The described service is a Polling Places dataset — an open government dataset listing polling locations, filterable by ward/division, accessibility rating, and building type. This is characteristic of a public civic open-data offering rather than a commercial platform.\n\nNature of the service: This is almost certainly a public data distribution, not a traditional REST API. Philadelphia publishes open data through its Open Data Portal (opendata.phila.gov) powered by Carto/Socrata or similar. Polling place data is commonly available as CSV, GeoJSON, or via a Socrata SODA API (e.g., https://data.phila.gov/resource/xxxx-yyyy.json). The described filters (ward, division, accessibility, building type) map to SODA $where and $query capabilities if a Socrata endpoint exists.\n\nMaturity: Government open data portals are mature and stable, but this specific 'endpoint' as given is not a real, verified API URL. The trailing description is truncated ('send the machines and ne...'), suggesting an incomplete data-scraping or catalog entry.\n\nAudience: Civic technologists, election officials, journalists, voters, and researchers. Purpose is transparency and operational logistics (assigning poll workers, delivering voting machines).\n\nIntegrations: Likely exposes data via the Philadelphia Open Data Portal (Socrata/Carto), ArcGIS REST services, or downloadable files. A formal documented REST API is not guaranteed.\n\nAuthentication: None — public open data.\n\nRecommendation: Do not treat the given URL as a functional base_url. Resolve the actual data source by querying the Philadelphia Open Data Portal for 'polling places' datasets to obtain the canonical Socrata/ArcGIS endpoint and its resource identifier before integration."
}
```
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200279ms
robots_txtGET /robots.txt404169ms
llms_txtGET /llms.txt404133ms
Interpret
{
  "overall": 52,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 7.0,
    "response_parseability": 4.0,
    "error_clarity": 5.0,
    "doc_quality": 5.0,
    "auth_simplicity": 10.0,
    "latency": 9.0,
    "consistency": 6.0
  },
  "pricing_normalized": {
    "model": "free",
    "notes": "Government open data, publicly accessible at no cost"
  },
  "issues": [
    "No robots.txt (404) — unclear crawler policy for agents",
    "No llms.txt (404) — no agent-oriented documentation surface",
    "No documented public API — capabilities inferred but no structured access point confirmed",
    "Missing security headers on responses",
    "HTML-heavy responses with Google Tag Manager noise complicate parsing"
  ],
  "recommendations": [
    "Publish robots.txt and llms.txt to declare agent-friendly access rules",
    "Expose a public JSON/REST API for polling place lookups to enable structured consumption",
    "Add security headers (HSTS, CSP, X-Content-Type-Options) for trust signals",
    "Document query parameters (ward, accessibility rating, building type) in a machine-readable format",
    "Provide a status page or uptime indicator for consistency transparency"
  ]
}

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/polling-places-api">
  <img src="https://prowl.world/badge/polling-places-api.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