[
  {
    "id": "fivetran-docs-1",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/connectors",
    "excerpt": "Fivetran provides pre-built data connectors that automatically sync data from your applications, databases, event streams, and files to your data warehouse or data lake. Each connector handles schema changes, API updates, and incremental syncs automatically — no data pipelines to maintain.",
    "fetchedAt": "2026-09-08T20:31:11.081Z"
  },
  {
    "id": "fivetran-docs-2",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/connector-sdk",
    "excerpt": "Fivetran’s Connector SDK allows you to develop a custom data connector using Python and deploy it as an extension of Fivetran.",
    "fetchedAt": "2026-09-08T20:31:11.081Z"
  },
  {
    "id": "fivetran-docs-3",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/developer-resources/rest-api",
    "excerpt": "Set up and scale your data pipeline, and manage your Fivetran account programmatically using the Fivetran REST API.",
    "fetchedAt": "2026-09-08T20:31:11.081Z"
  },
  {
    "id": "fivetran-docs-4",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/transformations",
    "excerpt": "Orchestrate pre-built and custom data transformations in your destination with Fivetran.",
    "fetchedAt": "2026-09-08T20:31:11.081Z"
  },
  {
    "id": "fivetran-docs-5",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/transformations",
    "excerpt": "Use the Fivetran-hosted dbt Core integration or our third-party dbt Cloud and Coalesce orchestration to centralize and manage all your transformations.",
    "fetchedAt": "2026-09-08T20:31:11.081Z"
  },
  {
    "id": "fivetran-docs-6",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs",
    "excerpt": "Automatically sync query‑ready, fully‑managed data to your data lake in open table formats.",
    "fetchedAt": "2026-09-08T20:31:11.081Z"
  },
  {
    "id": "fivetran-docs-7",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs",
    "excerpt": "Create a unified context layer that enables your AI tools to answer questions more accurately.",
    "fetchedAt": "2026-09-08T20:31:11.081Z"
  },
  {
    "id": "fivetran-docs-8",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/core-concepts/deployment-models",
    "excerpt": "Fivetran offers two deployment solutions to facilitate efficient data integration for various business environments.",
    "fetchedAt": "2026-09-08T20:31:11.081Z"
  },
  {
    "id": "fivetran-docs-9",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/core-concepts/usage-based-pricing",
    "excerpt": "Fivetran’s pricing model involves four basic principles: _Pricing is usage-based_. You are charged based on what you use each month.",
    "fetchedAt": "2026-09-08T20:31:11.081Z"
  },
  {
    "id": "fivetran-docs-10",
    "tier": "claimed-docs",
    "url": "https://www.fivetran.com/pricing",
    "excerpt": "Get started now on our Free Plan. Upgrade to unlock unlimited usage, access premium features, and save up to 22% with an annual contract.",
    "fetchedAt": "2026-09-08T20:31:11.081Z"
  },
  {
    "id": "fivetran-docs-11",
    "tier": "claimed-docs",
    "url": "https://www.fivetran.com/pricing",
    "excerpt": "1-minute syncs",
    "fetchedAt": "2026-09-08T20:31:11.081Z"
  },
  {
    "id": "fivetran-docs-12",
    "tier": "claimed-docs",
    "url": "https://www.fivetran.com/pricing",
    "excerpt": "Access to SSH tunnels for encryption",
    "fetchedAt": "2026-09-08T20:31:11.081Z"
  },
  {
    "id": "fivetran-docs-13",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/core-concepts/features",
    "excerpt": "Fivetran captures deletes whene",
    "fetchedAt": "2026-09-08T20:31:11.081Z"
  },
  {
    "id": "fivetran-docs-14",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/core-concepts/features",
    "excerpt": "Row Filtering",
    "fetchedAt": "2026-09-08T20:31:11.081Z"
  },
  {
    "id": "fivetran-docs-15",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/using-fivetran/fivetran-dashboard/alerts",
    "excerpt": "Fivetran Alerts",
    "fetchedAt": "2026-09-08T20:31:11.081Z"
  },
  {
    "id": "fivetran-docs-16",
    "tier": "claimed-docs",
    "url": "https://www.fivetran.com/pricing",
    "excerpt": "Role-based access control",
    "fetchedAt": "2026-09-08T20:31:11.081Z"
  },
  {
    "id": "fivetran-docs-17",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs",
    "excerpt": "Develop a custom data connector using Python and deploy it as an extension of Fivetran.",
    "fetchedAt": "2026-09-08T20:34:07.102Z"
  },
  {
    "id": "fivetran-docs-18",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/connectors",
    "excerpt": "Each connector handles schema changes, API updates, and incremental syncs automatically — no data pipelines to maintain.",
    "fetchedAt": "2026-09-08T20:34:07.102Z"
  },
  {
    "id": "fivetran-docs-19",
    "tier": "claimed-docs",
    "url": "https://www.fivetran.com/pricing",
    "excerpt": "Pick any cloud provider (GCP, AWS, Azure)",
    "fetchedAt": "2026-09-08T20:34:07.102Z"
  },
  {
    "id": "fivetran-docs-20",
    "tier": "claimed-docs",
    "url": "https://www.fivetran.com/pricing",
    "excerpt": "SCIM/user provisioning",
    "fetchedAt": "2026-09-08T20:34:07.102Z"
  },
  {
    "id": "fivetran-docs-21",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/core-concepts/usage-based-pricing",
    "excerpt": "Pricing is usage-based. You are charged based on what you use each month.",
    "fetchedAt": "2026-09-08T20:34:07.102Z"
  },
  {
    "id": "fivetran-docs-22",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/developer-resources/rest-api",
    "excerpt": "Fivetran REST API",
    "fetchedAt": "2026-09-08T21:18:12.541Z"
  },
  {
    "id": "fivetran-docs-23",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/developer-resources/rest-api/getting-started",
    "excerpt": "Connect Cards",
    "fetchedAt": "2026-09-08T21:18:12.541Z"
  },
  {
    "id": "fivetran-docs-24",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/connectors",
    "excerpt": "Fivetran provides pre-built data connectors that automatically sync data from your applications, databases, event streams, and files to your data warehouse or data lake.",
    "fetchedAt": "2026-09-08T21:18:12.541Z"
  },
  {
    "id": "fivetran-docs-25",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/transformations",
    "excerpt": "We created data models that transform your data into analytics-ready tables. You can either add the models in the Fivetran dashboard (Quickstart data models) or import them into your dbt project (Fivetran data models).",
    "fetchedAt": "2026-09-08T21:18:12.541Z"
  },
  {
    "id": "fivetran-docs-26",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/core-concepts/deployment-models",
    "excerpt": "These solutions include the following deployment models: SaaS Deployment... Hybrid Deployment",
    "fetchedAt": "2026-09-08T21:18:12.541Z"
  },
  {
    "id": "fivetran-docs-27",
    "tier": "claimed-docs",
    "url": "https://www.fivetran.com/pricing",
    "excerpt": "500,000 monthly active rows (MAR) for connections",
    "fetchedAt": "2026-09-08T21:18:12.541Z"
  },
  {
    "id": "fivetran-docs-28",
    "tier": "claimed-docs",
    "url": "https://raw.githubusercontent.com/fivetran/fivetran-mcp/main/README.md",
    "excerpt": "It allows you to ask read-only questions like \"when was the last time my postgres connection completed a sync?\" and \"are any of my connections broken?\"",
    "fetchedAt": "2026-09-08T21:18:12.541Z"
  },
  {
    "id": "fivetran-docs-29",
    "tier": "claimed-docs",
    "url": "https://raw.githubusercontent.com/fivetran/fivetran-mcp/main/README.md",
    "excerpt": "Set `FIVETRAN_SCOPE` to `read/write` or `read/write/delete` to unlock write and delete operations",
    "fetchedAt": "2026-09-08T21:18:12.541Z"
  },
  {
    "id": "fivetran-docs-30",
    "tier": "claimed-docs",
    "url": "https://raw.githubusercontent.com/fivetran/fivetran-mcp/main/README.md",
    "excerpt": "Copy existing Fivetran connections to a new destination. Keep their configs and schemas intact or modify them as you like.",
    "fetchedAt": "2026-09-08T21:18:12.541Z"
  },
  {
    "id": "fivetran-docs-31",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/core-concepts/features",
    "excerpt": "Data Blocking and Column Hashing",
    "fetchedAt": "2026-09-08T21:18:12.541Z"
  },
  {
    "id": "fivetran-docs-32",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/core-concepts/features",
    "excerpt": "Unstructured File Replication",
    "fetchedAt": "2026-09-08T21:18:12.541Z"
  },
  {
    "id": "fivetran-docs-33",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/core-concepts/features",
    "excerpt": "Custom Data Type Mapping",
    "fetchedAt": "2026-09-08T21:18:12.541Z"
  },
  {
    "id": "fivetran-docs-34",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/core-concepts/features",
    "excerpt": "External Secret Managers",
    "fetchedAt": "2026-09-08T21:18:12.541Z"
  },
  {
    "id": "fivetran-docs-35",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/core-concepts/syncoverview/sync-modes",
    "excerpt": "Soft Delete Mode ... Live Mode ... History Mode",
    "fetchedAt": "2026-09-08T21:18:12.541Z"
  },
  {
    "id": "fivetran-docs-36",
    "tier": "claimed-docs",
    "url": "https://www.fivetran.com/pricing",
    "excerpt": "Access to Fivetran REST API",
    "fetchedAt": "2026-09-11T20:03:38.074Z"
  },
  {
    "id": "fivetran-docs-37",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/transformations",
    "excerpt": "Transformations are automatically executed after connection syncs or on a set schedule.",
    "fetchedAt": "2026-09-11T20:03:38.074Z"
  },
  {
    "id": "fivetran-docs-38",
    "tier": "claimed-docs",
    "url": "https://www.fivetran.com/pricing",
    "excerpt": "Only pay for what you use",
    "fetchedAt": "2026-09-11T20:03:38.074Z"
  },
  {
    "id": "fivetran-comm-1",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/32395076",
    "excerpt": "Fivetran's syncing has been very reliable (compared to others we tried) but the \"active row\" based pricing is unpredictable and can have huge spikes in billing costs.",
    "fetchedAt": "2026-09-08T20:36:00.222Z"
  },
  {
    "id": "fivetran-comm-2",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/32395076",
    "excerpt": "we've found some of their (Fivetran) competitors (who bill by connector) make far more sense for certain services. Love fivetran, though.",
    "fetchedAt": "2026-09-08T20:36:00.222Z"
  },
  {
    "id": "fivetran-comm-3",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=25917403",
    "excerpt": "The fundamental challenge of open-source ETL is that high-quality connectors require understanding and working around all kinds of corner cases in the API of each data source. It's very hard to get open source contributors to do this kind of work; it's a real slog. Hence at Fivetran we've always stuck with the commercial route.",
    "fetchedAt": "2026-09-08T20:36:00.222Z"
  },
  {
    "id": "fivetran-comm-4",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=32395076",
    "excerpt": "Unrelated to the article itself but Fivetran has the worst possible product from a developer perspective, their APIs are unreliable and will fail on you randomly.",
    "fetchedAt": "2026-09-08T20:36:00.222Z"
  },
  {
    "id": "fivetran-comm-5",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=32395076",
    "excerpt": "Fivetran is so massively overpriced for the service they provide.",
    "fetchedAt": "2026-09-08T20:36:00.222Z"
  },
  {
    "id": "fivetran-comm-6",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=32395076",
    "excerpt": "Be careful with fivetran - they inflate your data and then bill you for it. In our case, they inflated by ~10x the record count by doing a join between two tables/endpoints which wasn't required for data integrity... We dumped them once our first credit purchase ran empty.",
    "fetchedAt": "2026-09-08T20:36:00.222Z"
  },
  {
    "id": "fivetran-comm-7",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=32395076",
    "excerpt": "Fivetran created a great mid-market product that was best in class and had wide adoption. What they didn't have was a very customizable product designed for large enterprises where their one size fits all strategy doesn't work.",
    "fetchedAt": "2026-09-08T20:36:00.222Z"
  },
  {
    "id": "fivetran-comm-8",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=43860108",
    "excerpt": "not a big fan of fivetran's pricing",
    "fetchedAt": "2026-09-08T20:36:00.222Z"
  },
  {
    "id": "fivetran-comm-9",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=43860108",
    "excerpt": "Fivetran's free plan has met my needs to sync data from different ad platforms to BigQuery pretty well. One of their pitfalls is charging by the row. If you're cost-conscious, you really need to watch what data you're syncing and pare it down quite a bit during the 2-week period they give you when setting up a new connector.",
    "fetchedAt": "2026-09-08T20:36:00.222Z"
  },
  {
    "id": "fivetran-comm-10",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=43860108",
    "excerpt": "I've used Fivetran at VC funded startups... I understand the value of not having to build this piece of common infrastructure... we did experience regular (probably once every couple of months) issues with our ETL getting out of sync. We even had to do a full re-sync on a couple of occasions (which to their credit they did for no charge).",
    "fetchedAt": "2026-09-08T20:36:00.222Z"
  },
  {
    "id": "fivetran-comm-11",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=43860108",
    "excerpt": "fivetran is fantastic for not having to deal with a boatload of third parties constant API updates and changes. If your core competency is something else entirely and not doing ETL, then it's worth paying for so you're not wasting time on doing that ETL work.",
    "fetchedAt": "2026-09-08T20:36:00.222Z"
  },
  {
    "id": "fivetran-comm-12",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=45568842",
    "excerpt": "dbt Cloud is an uncompelling product. Fivetran is convenient but absurdly expensive.",
    "fetchedAt": "2026-09-08T20:36:00.222Z"
  },
  {
    "id": "fivetran-comm-13",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=45568842",
    "excerpt": "Fivetran and dbt who are detested for being overpriced and underfeatured in the segment they are supposed to be good at (ETL/ELT).",
    "fetchedAt": "2026-09-08T20:36:00.222Z"
  },
  {
    "id": "fivetran-probe-1",
    "tier": "probe",
    "url": "https://fivetran.com/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://fivetran.com/llms.txt # Fivetran Documentation\n\n> Fivetran is a fully managed data movement platform that automates data pipelines\n> from hund",
    "fetchedAt": "2026-09-08T20:36:58.907Z"
  },
  {
    "id": "fivetran-probe-2",
    "tier": "probe",
    "url": "https://fivetran.com/docs.md",
    "excerpt": "PROBE docs-md: HTTP 404 at https://fivetran.com/docs.md",
    "fetchedAt": "2026-09-08T20:36:58.907Z"
  },
  {
    "id": "fivetran-probe-3",
    "tier": "probe",
    "url": "https://fivetran.com/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://fivetran.com/openapi.json, https://fivetran.com/swagger.json, https://fivetran.com/api/openapi.json, https://fivetran.com/.well-known/openapi.json)",
    "fetchedAt": "2026-09-08T20:36:58.907Z"
  },
  {
    "id": "fivetran-probe-rt-1",
    "tier": "probe",
    "url": "https://fivetran.com/docs/developer-resources/rest-api",
    "excerpt": "PROBE runtime (recorded 2026-09-08): Fivetran's documented REST API is live and cleanly auth-gated — a keyless GET https://api.fivetran.com/v1/connectors returned HTTP 401 with a WWW-Authenticate: Basic challenge and a JSON error body, matching the documented API-key authentication.",
    "fetchedAt": "2026-09-08T20:42:54.000Z"
  },
  {
    "id": "fivetran-intdir-1",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/connectors",
    "excerpt": "Consensus Demo Automation Platform",
    "fetchedAt": "2026-09-11T20:10:39.272Z"
  },
  {
    "id": "fivetran-intdir-2",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/connectors",
    "excerpt": "Docusign Custom Connector",
    "fetchedAt": "2026-09-11T20:10:39.272Z"
  },
  {
    "id": "fivetran-intdir-3",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/connectors",
    "excerpt": "Salesforce Commerce Cloud",
    "fetchedAt": "2026-09-11T20:10:39.272Z"
  },
  {
    "id": "fivetran-intdir-4",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/connectors",
    "excerpt": "Self Hosted Elasticsearch",
    "fetchedAt": "2026-09-11T20:10:39.272Z"
  },
  {
    "id": "fivetran-intdir-5",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/connector-sdk",
    "excerpt": "Follow our Connector SDK setup guide for custom connectors and visit our Connector SDK GitHub Repo to create a custom source connector and connect it with your destination using Fivetran.",
    "fetchedAt": "2026-09-11T20:10:39.272Z"
  },
  {
    "id": "fivetran-intdir-6",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/connector-sdk",
    "excerpt": "We provide AI coding agent plugins that add Connector SDK-specific skills to Claude Code, Codex CLI, Gemini CLI, and GitHub Copilot CLI. These skills let you build, test, and deploy connectors using natural language prompts.",
    "fetchedAt": "2026-09-11T20:10:39.272Z"
  },
  {
    "id": "fivetran-intdir-7",
    "tier": "claimed-docs",
    "url": "https://fivetran.com/docs/connector-sdk",
    "excerpt": "See our video tutorial to learn how to build a Fivetran connector with Cursor AI.",
    "fetchedAt": "2026-09-11T20:10:39.272Z"
  }
]