[
  {
    "id": "ramp-docs-1",
    "tier": "claimed-docs",
    "url": "https://docs.ramp.com/llms-guides/getting-started.txt",
    "excerpt": "You'll create an access token and call the Transactions API to retrieve transaction data.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-2",
    "tier": "claimed-docs",
    "url": "https://docs.ramp.com/llms-guides/authorization.txt",
    "excerpt": "Ramp uses OAuth 2.0 for secure API access, providing granular permission control through scopes and supporting multiple authorization flows for different use cases.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-3",
    "tier": "claimed-docs",
    "url": "https://docs.ramp.com/llms-guides/webhooks.txt",
    "excerpt": "Webhooks allow your application to receive real-time notifications about events that occur in your Ramp account.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-4",
    "tier": "claimed-docs",
    "url": "https://docs.ramp.com/llms-guides/cli.txt",
    "excerpt": "Authenticate with OAuth, manage expenses, approve bills, book travel, and more from your terminal or AI agent.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-5",
    "tier": "claimed-docs",
    "url": "https://docs.ramp.com/llms-guides/ramp-mcp.txt",
    "excerpt": "Ramp MCP allows you to securely connect Ramp with AI assistants like ChatGPT and Claude, so you can query Ramp data and take actions with natural language.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-6",
    "tier": "claimed-docs",
    "url": "https://docs.ramp.com/llms-guides/build-for-ai-agents.txt",
    "excerpt": "Give an AI agent read access, action authority, and (with approval) real purchasing power on Ramp — through MCP, the Ramp CLI, or both.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-7",
    "tier": "claimed-docs",
    "url": "https://docs.ramp.com/llms-guides/cards-and-funds.txt",
    "excerpt": "Issue cards, attach controls, and watch spend in real time — physical for employee in-person spend, virtual for reusable payment details, or Agent Cards for one agent checkout.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-8",
    "tier": "claimed-docs",
    "url": "https://ramp.com/expense-management",
    "excerpt": "As soon as you swipe your card, Ramp captures the receipt and fills in memos and categories. Make edits and submit via SMS, Slack, or Microsoft Teams.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-9",
    "tier": "claimed-docs",
    "url": "https://ramp.com/expense-management",
    "excerpt": "Set submission requirements, enforce spend limits, and block risky merchants or categories all before spend happens.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-10",
    "tier": "claimed-docs",
    "url": "https://ramp.com/expense-management",
    "excerpt": "All spend requests come with a recommended action grounded in your policies, budgets, and funds, so you can approve or reject in seconds.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-11",
    "tier": "claimed-docs",
    "url": "https://ramp.com/corporate-cards",
    "excerpt": "Create custom virtual cards and set permissions for everything from ad marketplace spend to remote work stipends, for individual teams or your whole company.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-12",
    "tier": "claimed-docs",
    "url": "https://ramp.com/corporate-cards",
    "excerpt": "Create personalized workflows that only notify the right people, based on spend amount or team role, and keep visibility high.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-13",
    "tier": "claimed-docs",
    "url": "https://ramp.com/corporate-cards",
    "excerpt": "Let Ramp send reminders for missing items or request repayments for you.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-14",
    "tier": "claimed-docs",
    "url": "https://ramp.com/reimbursements",
    "excerpt": "Reimburse employees with confidence in more than 70 countries and 40 currencies, knowing they can be paid in two days or less in their local currency.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-15",
    "tier": "claimed-docs",
    "url": "https://ramp.com/reimbursements",
    "excerpt": "Our integration with Google Maps keeps repayments precise with automatic mileage calculations.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-16",
    "tier": "claimed-docs",
    "url": "https://ramp.com/bill-pay",
    "excerpt": "Ramp's OCR captures each detail and line item with 99% accuracy.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-17",
    "tier": "claimed-docs",
    "url": "https://ramp.com/bill-pay",
    "excerpt": "Ramp checks every line item with two and three-way matching, so you know if something's off before sending.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-18",
    "tier": "claimed-docs",
    "url": "https://ramp.com/travel",
    "excerpt": "See policy status for every option. No digging through static policy PDFs or wondering if trips will get rejected.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-19",
    "tier": "claimed-docs",
    "url": "https://ramp.com/travel",
    "excerpt": "Per diem shows exactly what you can purchase, and automatically adjusts based on trip location and duration.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-20",
    "tier": "claimed-docs",
    "url": "https://ramp.com/travel",
    "excerpt": "Ramp monitors hotel rates and automatically rebooks if the price decreases by $50+.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-21",
    "tier": "claimed-docs",
    "url": "https://ramp.com/intelligence",
    "excerpt": "Ramp gives you infinite teammates who work around the clock—flagging fraud, coding expenses, and enforcing policy.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-22",
    "tier": "claimed-docs",
    "url": "https://ramp.com/procurement",
    "excerpt": "Drop in a contract or screenshot and Ramp's AI parses details and auto-fills the request form",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-23",
    "tier": "claimed-docs",
    "url": "https://ramp.com/procurement",
    "excerpt": "Rules-based workflows route requests to the right stakeholders automatically based on vendor type, spend category, or dollar amount",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-24",
    "tier": "claimed-docs",
    "url": "https://ramp.com/multi-entity",
    "excerpt": "Sync your transaction and reimbursement data to multiple entities in a single step, for less work.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-25",
    "tier": "claimed-docs",
    "url": "https://ramp.com/integrations/quickbooks",
    "excerpt": "Eliminate manual verification with Ramp's 3-way matching of purchase orders, receipts, and invoices",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-26",
    "tier": "claimed-docs",
    "url": "https://ramp.com/integrations/quickbooks",
    "excerpt": "Gain confidence in your numbers with Ramp's built-in reconciliation tool that verifies balances between both platforms",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-27",
    "tier": "claimed-docs",
    "url": "https://ramp.com/integrations/netsuite",
    "excerpt": "Process vendor bills from start to finish: initiate your process in either NetSuite or Ramp, and complete it with Ramp payments",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-28",
    "tier": "claimed-docs",
    "url": "https://ramp.com/integrations/xero",
    "excerpt": "initiate your process in either Xero or Ramp and complete it with Ramp payments",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-29",
    "tier": "claimed-docs",
    "url": "https://support.ramp.com/hc/en-us/articles/45516494479891-Ramp-MCP",
    "excerpt": "Find transactions with missing receipts or memos in the last 14 days and draft reminder messages I can send to the team.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-30",
    "tier": "claimed-docs",
    "url": "https://support.ramp.com/hc/en-us/articles/45516494479891-Ramp-MCP",
    "excerpt": "Lock my card — I can't find it.",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-31",
    "tier": "claimed-docs",
    "url": "https://ramp.com",
    "excerpt": "A finance team issues instant virtual cards for each software subscription with per-vendor spending limits, giving real-time visibility into SaaS spend without shared card numbers",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-docs-32",
    "tier": "claimed-docs",
    "url": "https://ramp.com",
    "excerpt": "the receipt is captured automatically, coded to the correct GL account, and auto-approved because it's within policy — no expense report filed",
    "fetchedAt": "2026-09-14T18:48:45.971Z"
  },
  {
    "id": "ramp-probe-1",
    "tier": "probe",
    "url": "https://docs.ramp.com/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://docs.ramp.com/llms.txt # Ramp Developer API\n\nMachine-readable index for Ramp's Developer API documentation.\n\n## Usage Instructions\n- If you are",
    "fetchedAt": "2026-09-14T18:50:41.500Z"
  },
  {
    "id": "ramp-probe-2",
    "tier": "probe",
    "url": "https://support.ramp.com/hc/en-us/articles/45516494479891-Ramp-MCP",
    "excerpt": "official MCP server documented at https://support.ramp.com/hc/en-us/articles/45516494479891-Ramp-MCP",
    "fetchedAt": "2026-09-14T18:50:41.500Z"
  },
  {
    "id": "ramp-probe-3",
    "tier": "probe",
    "url": "https://github.com/ramp-public/ramp-cli",
    "excerpt": "official CLI documented at https://github.com/ramp-public/ramp-cli",
    "fetchedAt": "2026-09-14T18:50:41.500Z"
  }
]