How Ramp’s scores are calculated

Point an agent at llms.txt or agent-oriented docsweight 2

2 (weight) × 9 (quality) × 1.0 (full) = 18.0 of 20 max

• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference), /llms-full.txt (combined docs), or /openapi/developer-api.json (OpenAPI spec)”
• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference)... or /openapi/developer-api.json (OpenAPI spec)”
• [claimed-docs] https://docs.ramp.com“If the URL is under /developer-api/v1/rate-limiting -> /llms-guides/rate-limiting.txt”
• [probe] https://docs.ramp.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.ramp.com/llms.txt # Ramp Developer API Machine-readable index for Ramp's Developer API documentation. ## Usage Instructions - If you are”

Run the product headlessly / in CI for automationweight 2

2 (weight) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max

• [probe] https://github.com/ramp-public/ramp-cli“official CLI documented at https://github.com/ramp-public/ramp-cli”
• [probe] https://docs.ramp.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.ramp.com/llms.txt # Ramp Developer API Machine-readable index for Ramp's Developer API documentation. ## Usage Instructions - If you are”
• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference), /llms-full.txt (combined docs), or /openapi/developer-api.json (OpenAPI spec)”
• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference)... or /openapi/developer-api.json (OpenAPI spec)”
• [claimed-docs] https://docs.ramp.com“If the URL is under /developer-api/v1/rate-limiting -> /llms-guides/rate-limiting.txt”

Plug MCP servers into this product so it can use their toolsweight 3

3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max

• [probe] https://support.ramp.com/ramp-mcp“official MCP server documented at https://support.ramp.com/ramp-mcp”
• [claimed-docs] https://ramp.com“Four AI agents handle auto-coding, fraud prevention, approval routing, and automatic payment”

Connect an agent via an official MCP serverweight 3

3 (weight) × 7 (quality) × 1.0 (full) = 21.0 of 30 max

• [probe] https://support.ramp.com/ramp-mcp“official MCP server documented at https://support.ramp.com/ramp-mcp”
• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference), /llms-full.txt (combined docs), or /openapi/developer-api.json (OpenAPI spec)”
• [claimed-docs] https://ramp.com/integrations“Ramp also supports custom CSV exports and an open API for flexible connectivity.”

Use an official CLIweight 2

2 (weight) × 7 (quality) × 1.0 (full) = 14.0 of 20 max

• [probe] https://github.com/ramp-public/ramp-cli“official CLI documented at https://github.com/ramp-public/ramp-cli”

Drive the product through a documented public APIweight 3

3 (weight) × 8 (quality) × 1.0 (full) = 24.0 of 30 max

• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference), /llms-full.txt (combined docs), or /openapi/developer-api.json (OpenAPI spec)”
• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference)... or /openapi/developer-api.json (OpenAPI spec)”
• [claimed-docs] https://docs.ramp.com“If the URL is under /developer-api/v1/rate-limiting -> /llms-guides/rate-limiting.txt”
• [probe] https://docs.ramp.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.ramp.com/llms.txt # Ramp Developer API Machine-readable index for Ramp's Developer API documentation. ## Usage Instructions - If you are”
• [probe] https://support.ramp.com/ramp-mcp“official MCP server documented at https://support.ramp.com/ramp-mcp”
• [probe] https://github.com/ramp-public/ramp-cli“official CLI documented at https://github.com/ramp-public/ramp-cli”

Issue scoped/least-privilege API credentials for an agentweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Build against official SDKsweight 2

2 (weight) × 7 (quality) × 0.6 (partial) = 8.4 of 20 max

• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference), /llms-full.txt (combined docs), or /openapi/developer-api.json (OpenAPI spec)”
• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference)... or /openapi/developer-api.json (OpenAPI spec)”
• [claimed-docs] https://docs.ramp.com“If the URL is under /developer-api/v1/rate-limiting -> /llms-guides/rate-limiting.txt”
• [probe] https://docs.ramp.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.ramp.com/llms.txt # Ramp Developer API Machine-readable index for Ramp's Developer API documentation. ## Usage Instructions - If you are”
• [probe] https://support.ramp.com/ramp-mcp“official MCP server documented at https://support.ramp.com/ramp-mcp”
• [probe] https://github.com/ramp-public/ramp-cli“official CLI documented at https://github.com/ramp-public/ramp-cli”

Subscribe to events via webhooksweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Explore an interactive API reference with runnable examplesweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference), /llms-full.txt (combined docs), or /openapi/developer-api.json (OpenAPI spec)”
• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference)... or /openapi/developer-api.json (OpenAPI spec)”
• [probe] https://docs.ramp.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.ramp.com/llms.txt # Ramp Developer API Machine-readable index for Ramp's Developer API documentation. ## Usage Instructions - If you are”

Download a machine-readable API spec (OpenAPI or equivalent)weight 2

2 (weight) × 9 (quality) × 1.0 (full) = 18.0 of 20 max

• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference), /llms-full.txt (combined docs), or /openapi/developer-api.json (OpenAPI spec)”
• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference)... or /openapi/developer-api.json (OpenAPI spec)”
• [probe] https://docs.ramp.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.ramp.com/llms.txt # Ramp Developer API Machine-readable index for Ramp's Developer API documentation. ## Usage Instructions - If you are”

Test against a sandbox environment without touching production dataweight 1

1 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 10 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Rely on versioned APIs with a documented deprecation policyweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference), /llms-full.txt (combined docs), or /openapi/developer-api.json (OpenAPI spec)”
• [claimed-docs] https://docs.ramp.com“If the URL is under /developer-api/v1/rate-limiting -> /llms-guides/rate-limiting.txt”
• [probe] https://docs.ramp.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.ramp.com/llms.txt # Ramp Developer API Machine-readable index for Ramp's Developer API documentation. ## Usage Instructions - If you are”

Do everything through the API that I can do in the UIweight 2

2 (weight) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max

• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference), /llms-full.txt (combined docs), or /openapi/developer-api.json (OpenAPI spec)”
• [claimed-docs] https://ramp.com/integrations“Ramp also supports custom CSV exports and an open API for flexible connectivity.”
• [probe] https://docs.ramp.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.ramp.com/llms.txt # Ramp Developer API Machine-readable index for Ramp's Developer API documentation. ## Usage Instructions - If you are”
• [probe] https://support.ramp.com/ramp-mcp“official MCP server documented at https://support.ramp.com/ramp-mcp”
• [probe] https://github.com/ramp-public/ramp-cli“official CLI documented at https://github.com/ramp-public/ramp-cli”
• [claimed-docs] https://ramp.com/integrations“Ramp automatically categorizes transactions based on transaction details, historical information, and your team's direct feedback, then syncs coded transactions directly to your ERP.”

Export all of my data in open formats and leaveweight 3

3 (weight) × 5 (quality) × 0.6 (partial) = 9.0 of 30 max

• [claimed-docs] https://ramp.com/integrations“Ramp also supports custom CSV exports and an open API for flexible connectivity.”
• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference), /llms-full.txt (combined docs), or /openapi/developer-api.json (OpenAPI spec)”
• [probe] https://docs.ramp.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.ramp.com/llms.txt # Ramp Developer API Machine-readable index for Ramp's Developer API documentation. ## Usage Instructions - If you are”

Read the product's source under an open licenseweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Self-host the core productweight 3

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Get AI-generated insights and suggestions from my data inside the productweight 2

2 (weight) × 7 (quality) × 1.0 (full) = 14.0 of 20 max

• [claimed-docs] https://ramp.com“Auto-receipt capture at the moment of card swipe with AI-filled memos and categories”
• [claimed-docs] https://ramp.com“A vendor invoice is dragged into Ramp, automatically matched to its PO, coded to the right GL account, routed for approval, and paid — 7x fewer clicks than Bill.com”
• [claimed-docs] https://ramp.com“Hotel rate monitoring with automatic rebooking when prices drop $50+”
• [claimed-docs] https://ramp.com“AI-powered intake parses contracts and screenshots to auto-populate request forms”
• [claimed-docs] https://ramp.com/integrations“Ramp automatically categorizes transactions based on transaction details, historical information, and your team's direct feedback, then syncs coded transactions directly to your ERP.”
• [claimed-docs] https://ramp.com“Four AI agents handle auto-coding, fraud prevention, approval routing, and automatic payment”
• [community] https://news.ycombinator.com/item?id=46660129“It's what we use for tracking expenses and getting comped for travel, meals, software licenses etc - works great in my experience. I can click a few buttons and get a new business expense card spun up in less than a minute, use it to make a purchase, get approval and have the funds transferred. Boom easy.”

Set up automations that run autonomously in the backgroundweight 2

2 (weight) × 8 (quality) × 1.0 (full) = 16.0 of 20 max

• [claimed-docs] https://ramp.com“Auto-receipt capture at the moment of card swipe with AI-filled memos and categories”
• [claimed-docs] https://ramp.com“A vendor invoice is dragged into Ramp, automatically matched to its PO, coded to the right GL account, routed for approval, and paid — 7x fewer clicks than Bill.com”
• [claimed-docs] https://ramp.com“Hotel rate monitoring with automatic rebooking when prices drop $50+”
• [claimed-docs] https://ramp.com“Auto top-up from linked checking accounts with target balance automation and low balance alerts”
• [claimed-docs] https://ramp.com“Four AI agents handle auto-coding, fraud prevention, approval routing, and automatic payment”

Delegate tasks to a built-in AI assistant inside the productweight 3

3 (weight) × 6 (quality) × 0.6 (partial) = 10.8 of 30 max

• [claimed-docs] https://ramp.com“Four AI agents handle auto-coding, fraud prevention, approval routing, and automatic payment”
• [claimed-docs] https://ramp.com“AI-powered intake parses contracts and screenshots to auto-populate request forms”
• [claimed-docs] https://ramp.com/integrations“Ramp automatically categorizes transactions based on transaction details, historical information, and your team's direct feedback, then syncs coded transactions directly to your ERP.”
• [claimed-docs] https://ramp.com“A vendor invoice is dragged into Ramp, automatically matched to its PO, coded to the right GL account, routed for approval, and paid — 7x fewer clicks than Bill.com”

Operate the product with natural-language commandsweight 2

2 (weight) × 7 (quality) × 1.0 (full) = 14.0 of 20 max

• [probe] https://support.ramp.com/ramp-mcp“official MCP server documented at https://support.ramp.com/ramp-mcp”
• [probe] https://github.com/ramp-public/ramp-cli“official CLI documented at https://github.com/ramp-public/ramp-cli”
• [claimed-docs] https://ramp.com“Four AI agents handle auto-coding, fraud prevention, approval routing, and automatic payment”
• [claimed-docs] https://docs.ramp.com“fetch: /llms.txt (LLM index), /llms-guides.txt (guides index), /llms-guides/<slug>.txt (specific guide), /llms-api.txt (API reference), /llms-full.txt (combined docs), or /openapi/developer-api.json (OpenAPI spec)”

Perform bulk operations across many items at onceweight 2

2 (weight) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max

• [claimed-docs] https://ramp.com/integrations“Ramp automatically categorizes transactions based on transaction details, historical information, and your team's direct feedback, then syncs coded transactions directly to your ERP.”
• [claimed-docs] https://ramp.com“Four AI agents handle auto-coding, fraud prevention, approval routing, and automatic payment”
• [claimed-docs] https://ramp.com/integrations“Ramp also supports custom CSV exports and an open API for flexible connectivity.”
• [probe] https://docs.ramp.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.ramp.com/llms.txt # Ramp Developer API Machine-readable index for Ramp's Developer API documentation. ## Usage Instructions - If you are”
• [probe] https://support.ramp.com/ramp-mcp“official MCP server documented at https://support.ramp.com/ramp-mcp”
• [probe] https://github.com/ramp-public/ramp-cli“official CLI documented at https://github.com/ramp-public/ramp-cli”

Define rules that trigger actions automatically on eventsweight 3

3 (weight) × 6 (quality) × 0.6 (partial) = 10.8 of 30 max

• [claimed-docs] https://ramp.com“Hotel rate monitoring with automatic rebooking when prices drop $50+”
• [claimed-docs] https://ramp.com“Auto top-up from linked checking accounts with target balance automation and low balance alerts”
• [claimed-docs] https://ramp.com“Dynamic approval routing with parallel workflows across finance, IT, legal, and security”
• [claimed-docs] https://ramp.com“Four AI agents handle auto-coding, fraud prevention, approval routing, and automatic payment”
• [probe] https://support.ramp.com/ramp-mcp“official MCP server documented at https://support.ramp.com/ramp-mcp”
• [probe] https://github.com/ramp-public/ramp-cli“official CLI documented at https://github.com/ramp-public/ramp-cli”

Schedule recurring jobs or workflowsweight 2

2 (weight) × 4 (quality) × 0.6 (partial) = 4.8 of 20 max

• [claimed-docs] https://ramp.com“Hotel rate monitoring with automatic rebooking when prices drop $50+”
• [claimed-docs] https://ramp.com“Auto top-up from linked checking accounts with target balance automation and low balance alerts”
• [claimed-docs] https://ramp.com“Dynamic approval routing with parallel workflows across finance, IT, legal, and security”
• [claimed-docs] https://ramp.com“Four AI agents handle auto-coding, fraud prevention, approval routing, and automatic payment”
• [probe] https://support.ramp.com/ramp-mcp“official MCP server documented at https://support.ramp.com/ramp-mcp”
• [probe] https://github.com/ramp-public/ramp-cli“official CLI documented at https://github.com/ramp-public/ramp-cli”

Version, review, and roll back my automationsweight 1

1 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 10 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh