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UCP Suite

Validate Universal Commerce Protocol discovery, then test product search, carts, checkout links, and merchant handoff flows.

MCP Playground

Connect to remote MCP servers, inspect tools and resources, test prompts, auth, headers, notifications, and JSON-RPC responses.

A2A Playground

Inspect Agent Cards, validate advertised endpoints, and prepare safe requests for agent-to-agent workflows.

Agent Website Viewer

Enter a public URL and see the roles, names, landmarks, controls, and blockers that shape how AI agents understand the page.

SCANNED
Aug 1, 2026, 10:45 AM
VISIBILITY
Public
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78/100

OVERALL SCORE

Level 4, Mostly Ready

Good readiness for AI agents
AIDiscoverability77%Agent Easeof Use62%Security& Trust82%GEO, AIO, AEO68%SEO100%Performance89%Accessibility100%
  • AI Discoverability 77 out of 100
  • Agent Ease of Use 62 out of 100
  • Security & Trust 82 out of 100
  • GEO, AIO and AEO 68 out of 100
  • SEO 100 out of 100
  • Performance 89 out of 100
  • Accessibility 100 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

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lindo.ai | White Label AI Website Builder

#1 White Label AI Website Builder for Individual Entrepreneurs, Freelancers and Agencies. Start your own Web Design Business in 10 minutes—no experience required.

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Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
77
Mostly ready3910View details
Discoverability
100
Strong1000
Content Readiness
78
Mostly ready2600
Bot Access Control
58
Needs work310View details
Agent Ease of Use
62
Needs work2434View details
API
81
Mostly ready800
Auth
67
Needs work1111View details
MCP
47
Priority fix200
Skill Discovery
48
Priority fix123View details
Google Agentic Browsing
67
Needs work200
GEO, AIO and AEO
68
Needs work1000
GEO Readiness
Not Applicable
Not Applicable200
AIO Readiness
Not Applicable
Not Applicable500
AEO Readiness
Not Applicable
Not Applicable300
SEO
100
Strong1000
SEO
100
Strong1000
Security & Trust
82
Mostly ready2000
Security & Trust
82
Mostly ready2000
Performance
89
Mostly ready1500
Performance
89
Mostly ready1500

Prioritized recommendations

Issues ranked by score impact

3 items need attention

AI DiscoverabilityBot Access ControlEstablished

AI bot rules in robots.txt

AI bot rules in robots.txt failed at "Classify AI crawler rules".

69 Fail

Needs attention

AI bot rules in robots.txt

Failed check
01

Issue

No explicit User-agent rules were found for major AI crawler tokens.

Details

02

Why it matters

AI crawler product tokens have different meanings. Explicit robots.txt groups make training, search, and retrieval access policy auditable for compliant crawler operators.

Check name

AI bot rules in robots.txt

Score

31/100

Status

fail

Category

Bot Access Control

Maturity

Established

Goal

Declare deliberate robots.txt rules for major AI training, AI search, user-triggered, and dataset crawlers.

Result

AI bot rules in robots.txt failed at "Classify AI crawler rules".

Validation steps

  1. Classify AI crawler rules

    No explicit User-agent rules were found for major AI crawler tokens.

    robots.txt lacks explicit AI crawler rules
Evidence log1 step · 6 lines
Classify AI crawler rules [fail]! No explicit User-agent rules were found for major AI crawler tokens.INFOClassify AI crawler rulesINFOParsing User-agent groups and Allow/Disallow records for known AI crawler tokens evaluatedPath="/"INFOEvaluating exact User-agent matches before wildcard fallback exactAiPolicyCount=0 totalCrawlerTokens=18FAILNo explicit AI crawler User-agent groups were found examplesExpected=["GPTBot","OAI-SearchBot","ClaudeBot","Google-Extended","CCBot"]FAILCompare explicit AI crawler coverage actual=0 expected="> 0 explicit non-search AI crawler policies" missingTokens=["GPTBot","OAI-SearchBot","ChatGPT-User","ClaudeBot","Claude-SearchBot","Claude-User","Google-Extended","Applebot-Extended","Amazonbot","Amzn-SearchBot","Amzn-User","PerplexityBot"]INFOResolved effective root-path policy for crawler tokens blocked=0 allowed=21 unspecified=0

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

Agent Skills index failed at "Validate discovery index schema".

60 Fail

Needs attention

Agent Skills index

Failed check
01

Issue

Agent Skills index must use $schema https://schemas.agentskills.io/discovery/0.2.0/schema.json.

Details

02

Why it matters

An Agent Skills index lets agents discover task-specific instructions through a small trusted index, then verify and load only the skill artifacts they need.

Check name

Agent Skills index

Score

40/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an Agent Skills discovery index that advertises digest-pinned SKILL.md or archive artifacts.

Result

Agent Skills index failed at "Validate discovery index schema".

Validation steps

  1. Validate discovery index schema

    Agent Skills index must use $schema https://schemas.agentskills.io/discovery/0.2.0/schema.json.

    Agent Skills discovery index schema is invalid
    Top-level issues
    • $schema must be https://schemas.agentskills.io/discovery/0.2.0/schema.json
    Invalid skills
    [
      {
        "index": 0,
        "valid": false,
        "name": "site-navigation",
        "type": "text/markdown",
        "description": "Site navigation",
        "url": "https://lindo.ai/.well-known/agent-skills/site-navigation.md",
        "digest": "",
        "resolvedUrl": "https://lindo.ai/.well-known/agent-skills/site-navigation.md",
        "originClass": "same-origin",
        "missing": [
          "digest"
        ],
        "invalid": [
          "type must be skill-md or archive"
        ],
        "warnings": [
          "description is very short for reliable skill activation",
          "description should explain when to use the skill"
        ]
      },
      {
        "index": 1,
        "valid": false,
        "name": "mcp-access",
        "type": "text/markdown",
        "description": "MCP access",
        "url": "https://lindo.ai/.well-known/agent-skills/mcp-access.md",
        "digest": "",
        "resolvedUrl": "https://lindo.ai/.well-known/agent-skills/mcp-access.md",
        "originClass": "same-origin",
        "missing": [
          "digest"
        ],
        "invalid": [
          "type must be skill-md or archive"
        ],
        "warnings": [
          "description is very short for reliable skill activation",
          "description should explain when to use the skill"
        ]
      },
      {
        "index": 2,
        "valid": false,
        "name": "api-discovery",
        "type": "text/markdown",
        "description": "API discovery",
        "url": "https://lindo.ai/.well-known/agent-skills/api-discovery.md",
        "digest": "",
        "resolvedUrl": "https://lindo.ai/.well-known/agent-skills/api-discovery.md",
        "originClass": "same-origin",
        "missing": [
          "digest"
        ],
        "invalid": [
          "type must be skill-md or archive"
        ],
        "warnings": [
          "description is very short for reliable skill activation",
          "description should explain when to use the skill"
        ]
      }
    ]
  2. Validate skill entries

    One or more Agent Skills entries have invalid required fields.

    One or more skill entries are invalid
    Skill entry findings
    [
      {
        "index": 0,
        "valid": false,
        "name": "site-navigation",
        "type": "text/markdown",
        "description": "Site navigation",
        "url": "https://lindo.ai/.well-known/agent-skills/site-navigation.md",
        "digest": "",
        "resolvedUrl": "https://lindo.ai/.well-known/agent-skills/site-navigation.md",
        "originClass": "same-origin",
        "missing": [
          "digest"
        ],
        "invalid": [
          "type must be skill-md or archive"
        ],
        "warnings": [
          "description is very short for reliable skill activation",
          "description should explain when to use the skill"
        ]
      },
      {
        "index": 1,
        "valid": false,
        "name": "mcp-access",
        "type": "text/markdown",
        "description": "MCP access",
        "url": "https://lindo.ai/.well-known/agent-skills/mcp-access.md",
        "digest": "",
        "resolvedUrl": "https://lindo.ai/.well-known/agent-skills/mcp-access.md",
        "originClass": "same-origin",
        "missing": [
          "digest"
        ],
        "invalid": [
          "type must be skill-md or archive"
        ],
        "warnings": [
          "description is very short for reliable skill activation",
          "description should explain when to use the skill"
        ]
      },
      {
        "index": 2,
        "valid": false,
        "name": "api-discovery",
        "type": "text/markdown",
        "description": "API discovery",
        "url": "https://lindo.ai/.well-known/agent-skills/api-discovery.md",
        "digest": "",
        "resolvedUrl": "https://lindo.ai/.well-known/agent-skills/api-discovery.md",
        "originClass": "same-origin",
        "missing": [
          "digest"
        ],
        "invalid": [
          "type must be skill-md or archive"
        ],
        "warnings": [
          "description is very short for reliable skill activation",
          "description should explain when to use the skill"
        ]
      }
    ]
  3. Verify advertised artifacts

    No valid skill artifacts were available to verify.

  4. Validate skill content

    For skill-md artifacts, include valid YAML frontmatter with name and description followed by Markdown. For archives, include a safe root SKILL.md and no unsafe paths.

  5. Review skill artifact security

    Do not publish secrets or prompt-injection instructions in skill artifacts. Treat scripts, archives, and cross-origin artifacts as software supply-chain surfaces.

Evidence log5 steps · 21 lines
Validate discovery index schema [fail]! Agent Skills index must use $schema https://schemas.agentskills.io/discovery/0.2.0/schema.json.INFOValidate discovery index schemaINFOParse Agent Skills index JSON validJson=true contentTypeCompatible=trueFAILCompare $schema URI actual="https://agentskills.io/schemas/index.json" expected="https://schemas.agentskills.io/discovery/0.2.0/schema.json"FAILCompare top-level schema issue count actual=1 expected=0FAILCompare unknown top-level field count actual=0 expected=0FAILAgent Skills index must use $schema https://schemas.agentskills.io/discovery/0.2.0/schema.json.Validate skill entries [fail]! One or more Agent Skills entries have invalid required fields.INFOValidate skill entriesFAILCompare advertised skill count actual=3 expected="> 0"FAILCompare valid skill entry count actual=0 expected="same as advertised skill count"FAILInvalid skill entry skill={"index":0,"valid":false,"name":"site-navigation","type":"text/markdown","description":"Site navigation","url":"https://lindo.ai/.well-known/agent-skills/site-navigation.md","digest":"","resolvedUrl":"https://lindo.ai/.well-known/agent-skills/site-navigation.md","originClass":"same-origin","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":["description is very short for reliable skill activation","description should explain when to use the skill"]}FAILInvalid skill entry skill={"index":1,"valid":false,"name":"mcp-access","type":"text/markdown","description":"MCP access","url":"https://lindo.ai/.well-known/agent-skills/mcp-access.md","digest":"","resolvedUrl":"https://lindo.ai/.well-known/agent-skills/mcp-access.md","originClass":"same-origin","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":["description is very short for reliable skill activation","description should explain when to use the skill"]}FAILInvalid skill entry skill={"index":2,"valid":false,"name":"api-discovery","type":"text/markdown","description":"API discovery","url":"https://lindo.ai/.well-known/agent-skills/api-discovery.md","digest":"","resolvedUrl":"https://lindo.ai/.well-known/agent-skills/api-discovery.md","originClass":"same-origin","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":["description is very short for reliable skill activation","description should explain when to use the skill"]}FAILOne or more Agent Skills entries have invalid required fields.Verify advertised artifacts [warning]! No valid skill artifacts were available to verify.INFOVerify advertised artifactsWARNCompare artifact fetch count actual=0 expected="> 0"WARNNo valid skill artifacts were available to verify.Validate skill content [warning]INFOValidate skill contentWARNAgent Skills step completed with warningsReview skill artifact security [warning]INFOReview skill artifact securityWARNCompare security finding count actual=0 expected=0WARNAgent Skills step completed with warnings

Agent Ease of UseAuthEmerging recommendation

Auth.md Agent Registration

Auth.md Agent Registration failed at "Fetch and validate /auth.md".

52 Fail

Needs attention

Auth.md Agent Registration

Failed check
01

Issue

auth.md could not be fetched.

Details

02

Why it matters

Human login and signup flows are often opaque to agents. Auth.md gives automated clients a stable registration contract instead of forcing them to scrape docs, automate browser forms, or guess credential flows.

Check name

Auth.md Agent Registration

Score

48/100

Status

fail

Category

Auth

Maturity

Emerging recommendation

Goal

Publish Auth.md v1 metadata so agents can discover how to register, claim a user, and obtain credentials.

Result

Auth.md Agent Registration failed at "Fetch and validate /auth.md".

Validation steps

  1. Fetch and validate /auth.md

    auth.md could not be fetched.

    /auth.md is missing or not usable as agent registration guidance
  2. Validate Auth.md authorization metadata

    OAuth authorization-server metadata did not include usable Auth.md v1 fields. agent_registration_endpoint issues: [{"field":"agent_registration_endpoint","issue":"Expected an absolute HTTPS URL."}]; missing credential_types_supported.

    Authorization-server metadata lacks Auth.md v1 fields
Evidence log2 steps · 13 lines
Fetch and validate /auth.md [fail]! auth.md could not be fetched.INFOFetch and validate /auth.mdINFOFetch Auth.md-related resource path="/auth.md" statusCode=404 contentType="text/markdown; charset=utf-8" bytes=241FAILCompare response Content-Type with expected Auth.md media type actual=false expected=trueFAILCompare Auth.md/OAuth metadata validation result actual=false expected=trueFAILAuth.md validation issue issue="auth.md could not be fetched."FAILauth.md could not be fetched.Validate Auth.md authorization metadata [warning]! OAuth authorization-server metadata did not include usable Auth.md v1 fields. agent_registration_endpoint issues: [{"field":"agent_registration_endpoint","issue":"Expected an absolute HTTPS URL."}]; missing credential_types_supported.INFOValidate Auth.md authorization metadataINFOFetch Auth.md-related resource path="/.well-known/oauth-authorization-server" statusCode=200 contentType="application/json; charset=utf-8" bytes=434WARNCompare response Content-Type with expected Auth.md media type actual=true expected=trueWARNCompare Auth.md/OAuth metadata validation result actual=false expected=trueWARNCompare supported credential type count actual=0 expected="> 0"WARNAuth.md validation issue issue="OAuth authorization-server metadata did not include usable Auth.md v1 fields. agent_registration_endpoint issues: [{\"field\":\"agent_registration_endpoint\",\"issue\":\"Expected an absolute HTTPS URL.\"}]; missing credential_types_supported."WARNOAuth authorization-server metadata did not include usable Auth.md v1 fields. agent_registration_endpoint issues: [{"field":"agent_registration_endpoint","issue":"Expected an absolute HTTPS URL."}]; missing credential_types_supported.

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