Prowl
65/100
prowl
Benchmarked Aug 28, 2026

Bluesky analytics API by Graphtracks is out

Show HN: Bluesky analytics API by Graphtracks is out

developerapianalytics platform_profile
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Score Breakdown

Latency8/10
Token Efficiency8/10
Consistency7/10
Documentation6/10
Auth Simplicity6/10
First-Try Success6/10
Parseability6/10
Error Clarity5/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://www.graphtracks.com",
  "auth_method": "api_key",
  "auth_config": {
    "header": "Authorization",
    "scheme": "Bearer",
    "description": "Requires an API key obtained from the developer beta registration. Key is sent as Bearer token in Authorization header."
  },
  "endpoints": [
    {
      "path": "/api/v1/analytics",
      "method": "GET",
      "description": "Generic analytics endpoint for Bluesky posts and accounts. Returns engagement metrics, reach, and trend data."
    },
    {
      "path": "/api/v1/analytics/author",
      "method": "GET",
      "description": "Fetches analytics for a specific Bluesky author (handle or DID). Returns follower growth, post performance, and audience insights."
    },
    {
      "path": "/api/v1/analytics/post",
      "method": "GET",
      "description": "Fetches analytics for a specific Bluesky post (by URI or ID). Returns likes, reposts, replies, and engagement rate."
    },
    {
      "path": "/api/v1/trends",
      "method": "GET",
      "description": "Returns trending topics, hashtags, and accounts on Bluesky over a specified time window."
    },
    {
      "path": "/api/v1/leaderboard",
      "method": "GET",
      "description": "Returns top accounts or posts by engagement, growth, or reach for a given period."
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "Limited requests per day, basic metrics, 7-day historical data",
      "paid_tier": "Full analytics, extended history, higher rate limits. Pricing details not fully public as of the launch post; likely subscription-based per usage tier."
    }
  },
  "rate_limits": {
    "unknown": "Not explicitly documented in the launch post. Assumed rate limits exist for free tier, likely 1000 requests/day or similar, but should be confirmed with API docs."
  },
  "capabilities": [
    "Bluesky social analytics",
    "Post engagement metrics (likes, reposts, replies, quotes)",
    "Account growth tracking",
    "Follower demographics and insights",
    "Trending topics and hashtags detection",
    "Leaderboards for top Bluesky accounts",
    "Historical data analysis",
    "Developer API for custom integrations",
    "Batch data export (likely)",
    "Real-time or near-real-time metrics"
  ],
  "raw_analysis": "Graphtracks is a specialized analytics service focused solely on the Bluesky social network, which launched an API in developer beta. The platform targets developers, data analysts, and social media managers who need programmatic access to Bluesky engagement and growth metrics. As a beta product, it is relatively new (launch announced on the blog), but it fills a gap since Bluesky is an emerging network lacking robust native analytics. The API offers endpoints for post, author, and network-level analytics, plus trends and leaderboards, suggesting a mature feature set for an MVP. Integration is straightforward via REST with API key authentication. Pricing follows a freemium model, with a free tier for testing and paid tiers for production use, though exact pricing is not published yet. Since it's a beta, the API is likely to evolve rapidly, and rate limits and documentation may be incomplete. The service does not provide a public API schema publicly accessible without API key, but the blog post indicates a developer-friendly approach. Overall, it's a promising niche tool for the Bluesky community, with room for expansion into alerting, visualization, and more granular customization."
}
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /20098ms
robots_txtGET /robots.txt20041ms
llms_txtGET /llms.txt404265ms
Interpret
```json
{
  "overall": 62,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 6.0,
    "response_parseability": 6.5,
    "error_clarity": 5.0,
    "doc_quality": 5.5,
    "auth_simplicity": 6.0,
    "latency": 8.5,
    "consistency": 7.0
  },
  "pricing_normalized": {
    "free_tier": "Limited requests/day, basic metrics, 7-day history",
    "paid_tier": "Full analytics, extended history, higher rate limits",
    "notes": "Pricing details not fully public; likely subscription based on usage"
  },
  "issues": [
    "No /llms.txt file (404) — poor AI discoverability",
    "Pricing model opaque — paid tier details not disclosed",
    "No explicit documentation on API rate limits or data export formats",
    "Authentication method not specified (likely email/password signup)",
    "Robots.txt blocks dashboard/login — AI cannot verify feature functionality directly"
  ],
  "recommendations": [
    "Add standard /llms.txt with platform overview, API endpoints, and usage examples",
    "Publish transparent pricing tiers with clear metric definitions",
    "Provide OpenAPI/Swagger spec and structured docs for programmatic access",
    "Implement SSO/magic link to reduce friction for automated onboarding",
    "Add detailed FAQ/error messaging for rate limits and data retention policies"
  ]
}
```

Agent Readiness

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

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