How Veriff’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://devdocs.veriff.com/llms.txt“PROBE llms.txt: HTTP 200 at https://devdocs.veriff.com/llms.txt # Veriff Dev Documentation > Knowledge base documentation for Veriff Dev Documentation. ## v1 - [Getting Started](htt”
• [claimed-docs] https://devdocs.veriff.com/llms.txt“Learn how to manually review and manage verification sessions in the Veriff Customer Portal.”
• [probe] https://devdocs.veriff.com/openapi.json“PROBE openapi: all candidate paths 404 (https://devdocs.veriff.com/openapi.json, https://devdocs.veriff.com/swagger.json, https://devdocs.veriff.com/api/openapi.json, https://devdocs.veriff.com/.well-known/openapi.json)”

Run the product headlessly / in CI for automationweight 2

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

• [claimed-docs] https://devdocs.veriff.com/apidocs/v1sessions.md“Use this endpoint to **initiate a new verification session** for an end-user. Every verification flow begins with creating a session.”
• [claimed-docs] https://devdocs.veriff.com/apidocs/v1sessions.md“Secondary: Poll `GET /v1/sessions/{id}/decision` endpoint”
• [claimed-docs] https://devdocs.veriff.com/docs/how-to-create-an-integration.md“Any verification session done in the test integrations **do not count towards paid usage**.”
• [claimed-docs] https://devdocs.veriff.com/docs/verification-session-decisions.md“You can trigger decisions for test integration sessions.”
• [claimed-docs] https://devdocs.veriff.com/docs/service-quality-testing.md“Batch upload tests are **sometimes** agreed with Veriff onboarding team and are **very use case specific**.”

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

• [claimed-docs] https://devdocs.veriff.com“Pass end-user data via API and check out endpoint behavior”
• [claimed-docs] https://devdocs.veriff.com“Bring the end-user to verification flow using web or native SDKs”
• [claimed-docs] https://devdocs.veriff.com“Set up webhooks to get responses from Veriff”
• [probe] https://devdocs.veriff.com/openapi.json“PROBE openapi: all candidate paths 404 (https://devdocs.veriff.com/openapi.json, https://devdocs.veriff.com/swagger.json, https://devdocs.veriff.com/api/openapi.json, https://devdocs.veriff.com/.well-known/openapi.json)”

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://devdocs.veriff.com“Pass end-user data via API and check out endpoint behavior”
• [claimed-docs] https://devdocs.veriff.com/apidocs/veriff-public-api-guides.md“the shared secret key, used to create the X-HMAC-SIGNATURE header”
• [claimed-docs] https://devdocs.veriff.com/apidocs/v1sessions.md“Use this endpoint to **initiate a new verification session** for an end-user. Every verification flow begins with creating a session.”
• [claimed-docs] https://devdocs.veriff.com/apidocs/v1sessions.md“Secondary: Poll `GET /v1/sessions/{id}/decision` endpoint”
• [claimed-docs] https://devdocs.veriff.com/docs/hmac-authentication-and-endpoint-security.md“Veriff uses the HMAC-SIGNATURES (as `x-hmac-signature` header or `VRF-HMAC-SIGNATURE` header) and allowed IP lists and ranges for that purpose.”
• [probe] https://devdocs.veriff.com/openapi.json“PROBE openapi: all candidate paths 404 (https://devdocs.veriff.com/openapi.json, https://devdocs.veriff.com/swagger.json, https://devdocs.veriff.com/api/openapi.json, https://devdocs.veriff.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://devdocs.veriff.com/apidocs/veriff-public-api-guides.md“the shared secret key, used to create the X-HMAC-SIGNATURE header”
• [claimed-docs] https://devdocs.veriff.com/docs/hmac-authentication-and-endpoint-security.md“Veriff uses the HMAC-SIGNATURES (as `x-hmac-signature` header or `VRF-HMAC-SIGNATURE` header) and allowed IP lists and ranges for that purpose.”

Build against official SDKsweight 2

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

• [claimed-docs] https://devdocs.veriff.com“Bring the end-user to verification flow using web or native SDKs”
• [claimed-docs] https://devdocs.veriff.com/apidocs/v1sessions.md“Use this endpoint to **initiate a new verification session** for an end-user. Every verification flow begins with creating a session.”
• [claimed-docs] https://devdocs.veriff.com/docs/hmac-authentication-and-endpoint-security.md“Veriff uses the HMAC-SIGNATURES (as `x-hmac-signature` header or `VRF-HMAC-SIGNATURE` header) and allowed IP lists and ranges for that purpose.”
• [probe] https://devdocs.veriff.com/openapi.json“PROBE openapi: all candidate paths 404 (https://devdocs.veriff.com/openapi.json, https://devdocs.veriff.com/swagger.json, https://devdocs.veriff.com/api/openapi.json, https://devdocs.veriff.com/.well-known/openapi.json)”

Subscribe to events via webhooksweight 2

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

• [claimed-docs] https://devdocs.veriff.com“Set up webhooks to get responses from Veriff”
• [claimed-docs] https://devdocs.veriff.com/apidocs/veriff-public-api-guides.md“the shared secret key, used to create the X-HMAC-SIGNATURE header”
• [claimed-docs] https://devdocs.veriff.com/docs/hmac-authentication-and-endpoint-security.md“Veriff uses the HMAC-SIGNATURES (as `x-hmac-signature` header or `VRF-HMAC-SIGNATURE` header) and allowed IP lists and ranges for that purpose.”
• [claimed-docs] https://devdocs.veriff.com/apidocs/v1sessions.md“Secondary: Poll `GET /v1/sessions/{id}/decision` endpoint”

Explore an interactive API reference with runnable examplesweight 2

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

• [claimed-docs] https://devdocs.veriff.com/apidocs/v1sessions.md“Use this endpoint to **initiate a new verification session** for an end-user. Every verification flow begins with creating a session.”
• [claimed-docs] https://devdocs.veriff.com/apidocs/v1sessions.md“Secondary: Poll `GET /v1/sessions/{id}/decision` endpoint”
• [probe] https://devdocs.veriff.com/openapi.json“PROBE openapi: all candidate paths 404 (https://devdocs.veriff.com/openapi.json, https://devdocs.veriff.com/swagger.json, https://devdocs.veriff.com/api/openapi.json, https://devdocs.veriff.com/.well-known/openapi.json)”

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://devdocs.veriff.com/openapi.json“PROBE openapi: all candidate paths 404 (https://devdocs.veriff.com/openapi.json, https://devdocs.veriff.com/swagger.json, https://devdocs.veriff.com/api/openapi.json, https://devdocs.veriff.com/.well-known/openapi.json)”
• [probe] https://devdocs.veriff.com/llms.txt“PROBE llms.txt: HTTP 200 at https://devdocs.veriff.com/llms.txt # Veriff Dev Documentation > Knowledge base documentation for Veriff Dev Documentation. ## v1 - [Getting Started](htt”

Test against a sandbox environment without touching production dataweight 1

1 (weight) × 7 (quality) × 1.0 (full) = 7.0 of 10 max

• [claimed-docs] https://devdocs.veriff.com/docs/how-to-create-an-integration.md“Any verification session done in the test integrations **do not count towards paid usage**.”
• [claimed-docs] https://devdocs.veriff.com/docs/verification-session-decisions.md“You can trigger decisions for test integration sessions.”
• [claimed-docs] https://devdocs.veriff.com/docs/service-quality-testing.md“Batch upload tests are **sometimes** agreed with Veriff onboarding team and are **very use case specific**.”

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://devdocs.veriff.com/apidocs/v1sessions.md“Use this endpoint to **initiate a new verification session** for an end-user. Every verification flow begins with creating a session.”
• [claimed-docs] https://devdocs.veriff.com/apidocs/v1sessions.md“Secondary: Poll `GET /v1/sessions/{id}/decision` endpoint”
• [probe] https://devdocs.veriff.com/openapi.json“PROBE openapi: all candidate paths 404 (https://devdocs.veriff.com/openapi.json, https://devdocs.veriff.com/swagger.json, https://devdocs.veriff.com/api/openapi.json, https://devdocs.veriff.com/.well-known/openapi.json)”

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://devdocs.veriff.com/apidocs/v1sessions.md“Use this endpoint to **initiate a new verification session** for an end-user. Every verification flow begins with creating a session.”
• [claimed-docs] https://devdocs.veriff.com/apidocs/v1sessions.md“Secondary: Poll `GET /v1/sessions/{id}/decision` endpoint”
• [claimed-docs] https://devdocs.veriff.com“Set up webhooks to get responses from Veriff”
• [claimed-docs] https://devdocs.veriff.com/docs/hmac-authentication-and-endpoint-security.md“Veriff uses the HMAC-SIGNATURES (as `x-hmac-signature` header or `VRF-HMAC-SIGNATURE` header) and allowed IP lists and ranges for that purpose.”
• [claimed-docs] https://devdocs.veriff.com/llms.txt“Learn how to manually review and manage verification sessions in the Veriff Customer Portal.”
• [claimed-docs] https://devdocs.veriff.com/docs/verification-session-decisions.md“Manually: the **Verifications page in the** Veriff Customer Portal”
• [claimed-docs] https://www.veriff.com/pricing“Export verification session details to PDF”
• [probe] https://devdocs.veriff.com/openapi.json“PROBE openapi: all candidate paths 404 (https://devdocs.veriff.com/openapi.json, https://devdocs.veriff.com/swagger.json, https://devdocs.veriff.com/api/openapi.json, https://devdocs.veriff.com/.well-known/openapi.json)”

Export all of my data in open formats and leaveweight 3

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

• [claimed-docs] https://www.veriff.com/pricing“Export verification session details to PDF”

Read the product's source under an open licenseweight 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

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://devdocs.veriff.com“Set up webhooks to get responses from Veriff”
• [claimed-docs] https://devdocs.veriff.com/apidocs/v1sessions.md“Use this endpoint to **initiate a new verification session** for an end-user. Every verification flow begins with creating a session.”
• [claimed-docs] https://devdocs.veriff.com/apidocs/v1sessions.md“Secondary: Poll `GET /v1/sessions/{id}/decision` endpoint”
• [claimed-docs] https://devdocs.veriff.com/docs/verification-session-decisions.md“You can trigger decisions for test integration sessions.”

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) × 2 (quality) × 0.6 (partial) = 2.4 of 20 max

• [claimed-docs] https://devdocs.veriff.com/docs/service-quality-testing.md“Batch upload tests are **sometimes** agreed with Veriff onboarding team and are **very use case specific**.”
• [claimed-docs] https://devdocs.veriff.com/apidocs/v1sessions.md“Use this endpoint to **initiate a new verification session** for an end-user. Every verification flow begins with creating a session.”
• [claimed-docs] https://devdocs.veriff.com/apidocs/v1sessions.md“Secondary: Poll `GET /v1/sessions/{id}/decision` endpoint”

Define rules that trigger actions automatically on eventsweight 3

3 (weight) × 3 (quality) × 0.6 (partial) = 5.4 of 30 max

• [claimed-docs] https://devdocs.veriff.com“Set up webhooks to get responses from Veriff”
• [claimed-docs] https://devdocs.veriff.com/docs/verification-session-decisions.md“You can trigger decisions for test integration sessions.”

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

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