How Parahelp’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

• [probe] https://docs.parahelp.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.parahelp.com/llms.txt # Parahelp docs - [Introduction](https://docs.parahelp.com/get-started/introduction.md): Parahelp is the platform for b”
• [probe] https://docs.parahelp.com/customer-agent/api“PROBE runtime (recorded 2026-09-10): Parahelp's docs are agent-legible (Mintlify) — https://docs.parahelp.com/llms.txt serves '# Parahelp docs' with a per-page .md index, and .md mirrors work (customer-agent/api.md returned '# API' pointing at the full reference).”

Run the product headlessly / in CI for automationweight 2

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

• [claimed-docs] https://docs.parahelp.com/platform/automations“An automation is an Internal Agent task that runs on a schedule, like every weekday at 9am, or a trigger, like a GitHub PR merging”
• [claimed-docs] https://docs.parahelp.com/resources/changelog“Enable auto-approve for a task or automation, and the Internal Agent can perform any action through the connection without asking for approval.”
• [claimed-docs] https://docs.parahelp.com/resources/changelog“let the Internal Agent act without waiting for approval, and run it from your own tools via the API.”
• [claimed-docs] https://docs.parahelp.com/customer-agent/api“Customer requests come in through the API instead of a ticketing system. Your Customer Agent handles them with the same configurations, tools, and guardrails”
• [claimed-docs] https://docs.parahelp.com/customer-agent/api“Customer requests come in through the API instead of a ticketing system.”
• [probe] https://app.parahelp.com/api/docs“PROBE runtime (recorded 2026-09-10): the public API reference at https://app.parahelp.com/api/docs is reachable keylessly — no login wall in front of the API documentation surface.”

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

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

Connect an agent via an official MCP serverweight 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

Use an official CLIweight 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

Drive the product through a documented public APIweight 3

3 (weight) × 7 (quality) × 0.6 (partial) = 12.6 of 30 max

• [claimed-docs] https://docs.parahelp.com/customer-agent/api“Customer requests come in through the API instead of a ticketing system. Your Customer Agent handles them with the same configurations, tools, and guardrails”
• [claimed-docs] https://docs.parahelp.com/resources/changelog“let the Internal Agent act without waiting for approval, and run it from your own tools via the API.”
• [claimed-docs] https://docs.parahelp.com/customer-agent/api“Customer requests come in through the API instead of a ticketing system.”
• [claimed-docs] https://docs.parahelp.com/resources/changelog“run it from your own tools via the API”
• [probe] https://app.parahelp.com/api/docs“PROBE runtime (recorded 2026-09-10): the public API reference at https://app.parahelp.com/api/docs is reachable keylessly — no login wall in front of the API documentation surface.”
• [probe] https://docs.parahelp.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.parahelp.com/openapi.json, https://docs.parahelp.com/swagger.json, https://docs.parahelp.com/api/openapi.json, https://docs.parahelp.com/.well-known/openapi.json)”

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

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

• [claimed-docs] https://parahelp.com/security“Role-based access across the product.”
• [claimed-docs] https://docs.parahelp.com/internal-agent/release“By default, every action requires manual approval. You can set specific tools to auto-approve per task or automation”
• [claimed-docs] https://docs.parahelp.com/resources/changelog“Enable auto-approve for a task or automation, and the Internal Agent can perform any action through the connection without asking for approval.”
• [claimed-docs] https://docs.parahelp.com/customer-agent/api“Customer requests come in through the API instead of a ticketing system. Your Customer Agent handles them with the same configurations, tools, and guardrails”

Build against official SDKsweight 2

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

• [claimed-docs] https://docs.parahelp.com/customer-agent/api“Customer requests come in through the API instead of a ticketing system. Your Customer Agent handles them with the same configurations, tools, and guardrails”
• [claimed-docs] https://docs.parahelp.com/resources/changelog“let the Internal Agent act without waiting for approval, and run it from your own tools via the API.”
• [probe] https://docs.parahelp.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.parahelp.com/openapi.json, https://docs.parahelp.com/swagger.json, https://docs.parahelp.com/api/openapi.json, https://docs.parahelp.com/.well-known/openapi.json)”
• [probe] https://app.parahelp.com/api/docs“PROBE runtime (recorded 2026-09-10): the public API reference at https://app.parahelp.com/api/docs is reachable keylessly — no login wall in front of the API documentation surface.”

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

• [probe] https://docs.parahelp.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.parahelp.com/openapi.json, https://docs.parahelp.com/swagger.json, https://docs.parahelp.com/api/openapi.json, https://docs.parahelp.com/.well-known/openapi.json)”
• [probe] https://app.parahelp.com/api/docs“PROBE runtime (recorded 2026-09-10): the public API reference at https://app.parahelp.com/api/docs is reachable keylessly — no login wall in front of the API documentation surface.”

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

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

• [probe] https://docs.parahelp.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.parahelp.com/openapi.json, https://docs.parahelp.com/swagger.json, https://docs.parahelp.com/api/openapi.json, https://docs.parahelp.com/.well-known/openapi.json)”
• [probe] https://app.parahelp.com/api/docs“PROBE runtime (recorded 2026-09-10): the public API reference at https://app.parahelp.com/api/docs is reachable keylessly — no login wall in front of the API documentation surface.”
• [claimed-docs] https://docs.parahelp.com/customer-agent/api“Customer requests come in through the API instead of a ticketing system. Your Customer Agent handles them with the same configurations, tools, and guardrails”

Test against a sandbox environment without touching production dataweight 1

1 (weight) × 5 (quality) × 0.6 (partial) = 3.0 of 10 max

• [claimed-docs] https://docs.parahelp.com/internal-agent/test“Simulations replay your historical tickets - or mock scenarios - against the configurations in the task, and production tests verify your tool connections.”
• [claimed-docs] https://docs.parahelp.com/internal-agent/release“Configuration actions publish as a release on the Releases page, where you can track the impact and revert with one click.”

Rely on versioned APIs with a documented deprecation policyweight 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

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

2 (weight) × 5 (quality) × 0.6 (partial) = 6.0 of 20 max

• [claimed-docs] https://docs.parahelp.com/customer-agent/api“Customer requests come in through the API instead of a ticketing system. Your Customer Agent handles them with the same configurations, tools, and guardrails”
• [claimed-docs] https://docs.parahelp.com/resources/changelog“let the Internal Agent act without waiting for approval, and run it from your own tools via the API.”
• [claimed-docs] https://docs.parahelp.com/customer-agent/api“Customer requests come in through the API instead of a ticketing system.”
• [claimed-docs] https://docs.parahelp.com/resources/changelog“run it from your own tools via the API”
• [probe] https://docs.parahelp.com/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.parahelp.com/openapi.json, https://docs.parahelp.com/swagger.json, https://docs.parahelp.com/api/openapi.json, https://docs.parahelp.com/.well-known/openapi.json)”
• [probe] https://app.parahelp.com/api/docs“PROBE runtime (recorded 2026-09-10): the public API reference at https://app.parahelp.com/api/docs is reachable keylessly — no login wall in front of the API documentation surface.”

Export all of my data in open formats and leaveweight 3

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

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

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

• [claimed-docs] https://docs.parahelp.com/internal-agent/identify-gaps“Set up automations that watch your tools and your support queue and surface gaps on their own.”
• [claimed-docs] https://docs.parahelp.com“the Internal Agent analyzes your last 500-1,000 resolved tickets along with your existing context to build the first version of your Customer Agent”

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://docs.parahelp.com/platform/automations“An automation is an Internal Agent task that runs on a schedule, like every weekday at 9am, or a trigger, like a GitHub PR merging”
• [claimed-docs] https://docs.parahelp.com/internal-agent/release“By default, every action requires manual approval. You can set specific tools to auto-approve per task or automation”
• [claimed-docs] https://docs.parahelp.com/resources/changelog“Enable auto-approve for a task or automation, and the Internal Agent can perform any action through the connection without asking for approval.”
• [claimed-docs] https://docs.parahelp.com/resources/changelog“let the Internal Agent act without waiting for approval, and run it from your own tools via the API.”
• [claimed-docs] https://docs.parahelp.com/internal-agent/release“Configuration actions publish as a release on the Releases page, where you can track the impact and revert with one click.”
• [claimed-docs] https://docs.parahelp.com/internal-agent/identify-gaps“Set up automations that watch your tools and your support queue and surface gaps on their own.”

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

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

• [claimed-docs] https://docs.parahelp.com“Describe the flow you want in natural language - the policies, knowledge, and tool connections it combines - and the Internal Agent configures it.”
• [claimed-docs] https://docs.parahelp.com“the Internal Agent analyzes your last 500-1,000 resolved tickets along with your existing context to build the first version of your Customer Agent”
• [claimed-docs] https://docs.parahelp.com/internal-agent/identify-gaps“Set up automations that watch your tools and your support queue and surface gaps on their own.”
• [claimed-docs] https://docs.parahelp.com/platform/automations“An automation is an Internal Agent task that runs on a schedule, like every weekday at 9am, or a trigger, like a GitHub PR merging”
• [claimed-docs] https://docs.parahelp.com/resources/changelog“Enable auto-approve for a task or automation, and the Internal Agent can perform any action through the connection without asking for approval.”
• [claimed-docs] https://docs.parahelp.com/resources/changelog“let the Internal Agent act without waiting for approval, and run it from your own tools via the API.”

Operate the product with natural-language commandsweight 2

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

• [claimed-docs] https://docs.parahelp.com“Describe the flow you want in natural language - the policies, knowledge, and tool connections it combines - and the Internal Agent configures it.”
• [claimed-docs] https://docs.parahelp.com/customer-agent/guardrails“Require Slack approval before the refund tool runs on amounts above $100.”
• [claimed-docs] https://docs.parahelp.com/customer-agent/guardrails“When a ticket is about an enterprise account, transfer it to the enterprise team with a summary note.”
• [claimed-docs] https://docs.parahelp.com“the Internal Agent analyzes your last 500-1,000 resolved tickets along with your existing context to build the first version of your Customer Agent”

Perform bulk operations across many items at onceweight 2

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

• [claimed-docs] https://docs.parahelp.com“the Internal Agent analyzes your last 500-1,000 resolved tickets along with your existing context to build the first version of your Customer Agent”
• [claimed-docs] https://docs.parahelp.com/internal-agent/test“Simulations replay your historical tickets - or mock scenarios - against the configurations in the task, and production tests verify your tool connections.”
• [claimed-docs] https://docs.parahelp.com/platform/automations“An automation is an Internal Agent task that runs on a schedule, like every weekday at 9am, or a trigger, like a GitHub PR merging”
• [claimed-docs] https://docs.parahelp.com/internal-agent/identify-gaps“Set up automations that watch your tools and your support queue and surface gaps on their own.”

Define rules that trigger actions automatically on eventsweight 3

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

• [claimed-docs] https://docs.parahelp.com/platform/automations“An automation is an Internal Agent task that runs on a schedule, like every weekday at 9am, or a trigger, like a GitHub PR merging”
• [claimed-docs] https://docs.parahelp.com/customer-agent/guardrails“Require Slack approval before the refund tool runs on amounts above $100.”
• [claimed-docs] https://docs.parahelp.com/customer-agent/guardrails“When a ticket is about an enterprise account, transfer it to the enterprise team with a summary note.”
• [claimed-docs] https://docs.parahelp.com/internal-agent/identify-gaps“Set up automations that watch your tools and your support queue and surface gaps on their own.”
• [claimed-docs] https://docs.parahelp.com/internal-agent/release“By default, every action requires manual approval. You can set specific tools to auto-approve per task or automation”

Schedule recurring jobs or workflowsweight 2

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

• [claimed-docs] https://docs.parahelp.com/platform/automations“An automation is an Internal Agent task that runs on a schedule, like every weekday at 9am, or a trigger, like a GitHub PR merging”
• [claimed-docs] https://docs.parahelp.com/internal-agent/identify-gaps“Set up automations that watch your tools and your support queue and surface gaps on their own.”
• [claimed-docs] https://docs.parahelp.com/resources/changelog“let the Internal Agent act without waiting for approval, and run it from your own tools via the API.”

Version, review, and roll back my automationsweight 1

1 (weight) × 6 (quality) × 0.6 (partial) = 3.6 of 10 max

• [claimed-docs] https://docs.parahelp.com/internal-agent/release“Configuration actions publish as a release on the Releases page, where you can track the impact and revert with one click.”
• [claimed-docs] https://docs.parahelp.com/customer-agent/knowledge“See your live knowledge and its version history - who published what and when, with a diff for every change”
• [claimed-docs] https://docs.parahelp.com/platform/automations“An automation is an Internal Agent task that runs on a schedule, like every weekday at 9am, or a trigger, like a GitHub PR merging”