Census

{
  "service_type": "platform",
  "base_url": "https://getcensus.com",
  "auth_method": "api_key",
  "auth_config": {
    "header": "Authorization",
    "format": "Bearer {API_KEY}",
    "notes": "API token generated from Census workspace settings; typically passed as a Bearer token in the Authorization header."
  },
  "endpoints": [
    {
      "name": "Syncs",
      "path": "/api/v1/syncs",
      "method": "GET",
      "description": "List configured syncs"
    },
    {
      "name": "Sync Runs",
      "path": "/api/v1/syncs/{sync_id}/runs",
      "method": "GET",
      "description": "Retrieve run history for a sync"
    },
    {
      "name": "Trigger Sync",
      "path": "/api/v1/syncs/{sync_id}/trigger",
      "method": "POST",
      "description": "Trigger a sync run"
    },
    {
      "name": "Sources",
      "path": "/api/v1/sources",
      "method": "GET",
      "description": "List connected data sources"
    },
    {
      "name": "Destinations",
      "path": "/api/v1/destinations",
      "method": "GET",
      "description": "List configured destinations"
    }
  ],
  "pricing_model": {
    "type": "subscription",
    "details": {
      "notes": "Enterprise-focused reverse ETL platform; pricing is quote-based and typically tiered by number of syncs, records, or seats. Free tier may be available for evaluation."
    }
  },
  "rate_limits": {
    "notes": "Rate limits vary by plan; API requests are subject to workspace-specific throttling."
  },
  "capabilities": [
    "Reverse ETL: sync data from warehouse to SaaS tools",
    "Data activation and audience syncing",
    "Connectors for many sources (e.g., Snowflake, BigQuery, Redshift) and destinations (e.g., Salesforce, HubSpot, Marketo)",
    "Sync scheduling and orchestration",
    "Run history and observability",
    "Audience segmentation and activation",
    "API for programmatic sync management"
  ],
  "raw_analysis": "Census is a commercial reverse ETL platform that enables organizations to sync data from their cloud data warehouse (such as Snowflake, BigQuery, or Redshift) into business applications like CRMs, marketing automation tools, and support systems. It targets data, marketing, and revenue operations teams looking to operationalize warehouse data without manual exports. The platform is mature, having been in the market since around 2018, with a strong presence in the modern data stack ecosystem. It offers a REST API for managing syncs, triggering runs, and retrieving metadata, though the core product is the no-code/low-code sync configuration UI. Integrations are extensive, covering major warehouses and hundreds of SaaS destinations. Pricing is enterprise-oriented and generally based on a subscription model with custom quotes. Authentication to the API uses workspace-scoped API keys. While Census has robust documentation, the API is primarily designed for automation and monitoring rather than bulk data ingestion."
}

2/3 tests passed

{
  "overall": 62,
  "dimensions": {
    "token_efficiency": 7.5,
    "first_try_success": 5.0,
    "response_parseability": 7.5,
    "error_clarity": 6.0,
    "doc_quality": 7.0,
    "auth_simplicity": 6.0,
    "latency": 10.0,
    "consistency": 8.5
  },
  "pricing_normalized": {
    "model": "quote-based enterprise subscription",
    "transparency": "low",
    "notes": "Pricing tiered by syncs/records/seats, not published. Free/eval tier may exist but unconfirmed. Opaque for agent recommendation without sales contact."
  },
  "issues": [
    "No llms.txt (404) — reduces machine-readable onboarding for agents",
    "Quote-based enterprise pricing is not transparent, blocking self-serve recommendation",
    "Reverse ETL niche (warehouse→SaaS activation) is narrower than typical data pipeline platforms, limiting applicability",
    "Auth/onboarding flow not agent-verifiable (no magic-link/SSO confirmation); enterprise sales-gated likely",
    "llms_txt check reveals getcensus.com branding, suggesting the capability is tied to Census/Fivetran product line — naming may confuse users"
  ],
  "recommendations": [
    "Publish llms.txt / AGENTS.md with API schemas, sync concepts, and quickstart",
    "Publish transparent pricing tiers (even entry-level) to enable self-serve evaluation",
    "Provide OpenAPI spec and structured SDK docs so agents can generate correct sync calls first try",
    "Clarify free tier / trial availability in machine-readable form",
    "Expose status page and public run-history schema for consistency signals"
  ]
}