How Persona’s scores are calculated

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

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

• [probe] https://docs.withpersona.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.withpersona.com/llms.txt # Persona ## Instructions for AI Agents - For clean Markdown of any page, append `.md` to the page URL - For section-s”
• [claimed-docs] https://docs.withpersona.com/api-reference.md“The Persona API is a powerful tool that enables you to integrate identity verification, risk assessment, and compliance solutions into your applications.”

Run the product headlessly / in CI for automationweight 2

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

• [claimed-docs] https://docs.withpersona.com/integration-testing.md“the following Simulate Actions can be specified to evoke Inquiry and Verification lifecycle behavior, thereby replicating the necessary conditions required for programmatically testing”
• [claimed-docs] https://docs.withpersona.com/environments.md“Sandbox mode is provided so that you can test your integration without incurring any usage charges. Real verifications are not performed within sandbox mode.”
• [claimed-docs] https://docs.withpersona.com/api-reference.md“The Persona API is a powerful tool that enables you to integrate identity verification, risk assessment, and compliance solutions into your applications.”

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

Connect an agent via an official MCP serverweight 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

Use an official CLIweight 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

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.withpersona.com/api-reference.md“The Persona API is a powerful tool that enables you to integrate identity verification, risk assessment, and compliance solutions into your applications.”
• [claimed-docs] https://docs.withpersona.com/webhooks.md“Webhooks can notify your service about events that happen on any Persona resource.”
• [claimed-docs] https://docs.withpersona.com/environments.md“Sandbox mode is provided so that you can test your integration without incurring any usage charges. Real verifications are not performed within sandbox mode.”
• [claimed-docs] https://docs.withpersona.com/integration-testing.md“the following Simulate Actions can be specified to evoke Inquiry and Verification lifecycle behavior, thereby replicating the necessary conditions required for programmatically testing”
• [probe] https://docs.withpersona.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.withpersona.com/llms.txt # Persona ## Instructions for AI Agents - For clean Markdown of any page, append `.md` to the page URL - For section-s”

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

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

Subscribe to events via webhooksweight 2

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

• [claimed-docs] https://docs.withpersona.com/webhooks.md“Webhooks can notify your service about events that happen on any Persona resource.”

Explore an interactive API reference with runnable examplesweight 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

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

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

• [claimed-docs] https://docs.withpersona.com/api-reference.md“The Persona API is a powerful tool that enables you to integrate identity verification, risk assessment, and compliance solutions into your applications.”
• [probe] https://docs.withpersona.com/llms.txt“PROBE llms.txt: HTTP 200 at https://docs.withpersona.com/llms.txt # Persona ## Instructions for AI Agents - For clean Markdown of any page, append `.md` to the page URL - For section-s”

Test against a sandbox environment without touching production dataweight 1

1 (weight) × 8 (quality) × 1.0 (full) = 8.0 of 10 max

• [claimed-docs] https://docs.withpersona.com/environments.md“Sandbox mode is provided so that you can test your integration without incurring any usage charges. Real verifications are not performed within sandbox mode.”
• [claimed-docs] https://docs.withpersona.com/integration-testing.md“the following Simulate Actions can be specified to evoke Inquiry and Verification lifecycle behavior, thereby replicating the necessary conditions required for programmatically testing”

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.withpersona.com/api-reference.md“The Persona API is a powerful tool that enables you to integrate identity verification, risk assessment, and compliance solutions into your applications.”
• [claimed-docs] https://docs.withpersona.com/inquiry-templates.md“Inquiry templates house the configuration for a single use case by defining the screens, verifications, decisioning, and theming.”
• [claimed-docs] https://docs.withpersona.com/workflows.md“Workflows are a flexible, intuitive, and powerful way to streamline your identity processes. You can use them to automate repetitive manual decisions and decrease manual review time.”
• [claimed-docs] https://docs.withpersona.com/inquiry-templates.md“Dynamic Flow Templates allow for greater flexibility in data collection by allowing custom UIs and collection fields along with dynamic friction.”
• [claimed-docs] https://docs.withpersona.com/integration-testing.md“the following Simulate Actions can be specified to evoke Inquiry and Verification lifecycle behavior, thereby replicating the necessary conditions required for programmatically testing”

Export all of my data in open formats and leaveweight 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

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

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

Set up automations that run autonomously in the backgroundweight 2

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

• [claimed-docs] https://docs.withpersona.com/workflows.md“Workflows are a flexible, intuitive, and powerful way to streamline your identity processes. You can use them to automate repetitive manual decisions and decrease manual review time.”
• [claimed-docs] https://docs.withpersona.com/webhooks.md“Webhooks can notify your service about events that happen on any Persona resource.”

Delegate tasks to a built-in AI assistant inside the 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

Operate the product with natural-language commandsweight 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

Perform bulk operations across many items at onceweight 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

Define rules that trigger actions automatically on eventsweight 3

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

• [claimed-docs] https://docs.withpersona.com/workflows.md“Workflows are a flexible, intuitive, and powerful way to streamline your identity processes. You can use them to automate repetitive manual decisions and decrease manual review time.”
• [claimed-docs] https://docs.withpersona.com/webhooks.md“Webhooks can notify your service about events that happen on any Persona resource.”

Schedule recurring jobs or workflowsweight 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

Version, review, and roll back my automationsweight 1

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

• [claimed-docs] https://docs.withpersona.com/workflows.md“Workflows are a flexible, intuitive, and powerful way to streamline your identity processes. You can use them to automate repetitive manual decisions and decrease manual review time.”
• [claimed-docs] https://docs.withpersona.com/inquiry-templates.md“Inquiry templates house the configuration for a single use case by defining the screens, verifications, decisioning, and theming.”