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SCANNED
Jul 11, 2026, 5:04 AM
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Public
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73/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability86%Agent Easeof Use59%Security& Trust96%GEO, AIO, AEO58%SEO92%Performance90%Accessibility55%
  • AI Discoverability 86 out of 100
  • Agent Ease of Use 59 out of 100
  • Security & Trust 96 out of 100
  • GEO, AIO and AEO 58 out of 100
  • SEO 92 out of 100
  • Performance 90 out of 100
  • Accessibility 55 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

LensGo — Free AI Image & Video Generator favicon

LensGo — Free AI Image & Video Generator

Create stunning AI images and videos in seconds. 20+ models, 3 free per day, no credit card required. Used by 30,000+ creators.

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Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
86
Mostly ready4011View details
Discoverability
100
Strong1000
Content Readiness
85
Mostly ready2511View details
Bot Access Control
75
Mostly ready500
Agent Ease of Use
59
Needs work2423View details
API
70
Needs work1000
Auth
63
Needs work900
MCP
45
Priority fix200
Skill Discovery
48
Priority fix123View details
Google Agentic Browsing
66
Needs work200
GEO, AIO and AEO
58
Needs work614View details
GEO Readiness
Not Applicable
Not Applicable200
AIO Readiness
Not Applicable
Not Applicable300
AEO Readiness
43
Priority fix114View details
SEO
92
Strong900
SEO
92
Strong900
Security & Trust
96
Strong2600
Security & Trust
96
Strong2600
Performance
90
Strong1800
Performance
90
Strong1800

Prioritized recommendations

Issues ranked by score impact

7 items need attention

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": "generate-image",
        "type": "tool",
        "description": "Generate AI images from text prompts using Flux, SDXL, and 20+ models. Free tier: 3 images/day.",
        "url": "https://lensgo.ai/tools/ai-image-generator",
        "digest": "",
        "resolvedUrl": "https://lensgo.ai/tools/ai-image-generator",
        "originClass": "same-origin",
        "missing": [
          "digest"
        ],
        "invalid": [
          "type must be skill-md or archive"
        ],
        "warnings": [
          "description should explain when to use the skill"
        ]
      },
      {
        "index": 1,
        "valid": false,
        "name": "generate-video",
        "type": "tool",
        "description": "Generate AI videos from text prompts or images. Supports Seedance 2.0 and other video models.",
        "url": "https://lensgo.ai/tools/ai-video-generator",
        "digest": "",
        "resolvedUrl": "https://lensgo.ai/tools/ai-video-generator",
        "originClass": "same-origin",
        "missing": [
          "digest"
        ],
        "invalid": [
          "type must be skill-md or archive"
        ],
        "warnings": [
          "description should explain when to use the skill"
        ]
      },
      {
        "index": 2,
        "valid": false,
        "name": "upscale-image",
        "type": "tool",
        "description": "Upscale images up to 4x resolution using AI. Enhances sharpness and detail.",
        "url": "https://lensgo.ai/tools/image-upscaler",
        "digest": "",
        "resolvedUrl": "https://lensgo.ai/tools/image-upscaler",
        "originClass": "same-origin",
        "missing": [
          "digest"
        ],
        "invalid": [
          "type must be skill-md or archive"
        ],
        "warnings": []
      },
      {
        "index": 3,
        "valid": false,
        "name": "style-transfer",
        "type": "tool",
        "description": "Apply artistic styles (oil painting, watercolor, anime, pop art) to photos with AI.",
        "url": "https://lensgo.ai/tools/style-transfer",
        "digest": "",
        "resolvedUrl": "https://lensgo.ai/tools/style-transfer",
        "originClass": "same-origin",
        "missing": [
          "digest"
        ],
        "invalid": [
          "type must be skill-md or archive"
        ],
        "warnings": []
      },
      {
        "truncated": true,
        "omittedCount": 8,
        "originalCount": 12
      }
    ]
  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": "generate-image",
        "type": "tool",
        "description": "Generate AI images from text prompts using Flux, SDXL, and 20+ models. Free tier: 3 images/day.",
        "url": "https://lensgo.ai/tools/ai-image-generator",
        "digest": "",
        "resolvedUrl": "https://lensgo.ai/tools/ai-image-generator",
        "originClass": "same-origin",
        "missing": [
          "digest"
        ],
        "invalid": [
          "type must be skill-md or archive"
        ],
        "warnings": [
          "description should explain when to use the skill"
        ]
      },
      {
        "index": 1,
        "valid": false,
        "name": "generate-video",
        "type": "tool",
        "description": "Generate AI videos from text prompts or images. Supports Seedance 2.0 and other video models.",
        "url": "https://lensgo.ai/tools/ai-video-generator",
        "digest": "",
        "resolvedUrl": "https://lensgo.ai/tools/ai-video-generator",
        "originClass": "same-origin",
        "missing": [
          "digest"
        ],
        "invalid": [
          "type must be skill-md or archive"
        ],
        "warnings": [
          "description should explain when to use the skill"
        ]
      },
      {
        "index": 2,
        "valid": false,
        "name": "upscale-image",
        "type": "tool",
        "description": "Upscale images up to 4x resolution using AI. Enhances sharpness and detail.",
        "url": "https://lensgo.ai/tools/image-upscaler",
        "digest": "",
        "resolvedUrl": "https://lensgo.ai/tools/image-upscaler",
        "originClass": "same-origin",
        "missing": [
          "digest"
        ],
        "invalid": [
          "type must be skill-md or archive"
        ],
        "warnings": []
      },
      {
        "index": 3,
        "valid": false,
        "name": "style-transfer",
        "type": "tool",
        "description": "Apply artistic styles (oil painting, watercolor, anime, pop art) to photos with AI.",
        "url": "https://lensgo.ai/tools/style-transfer",
        "digest": "",
        "resolvedUrl": "https://lensgo.ai/tools/style-transfer",
        "originClass": "same-origin",
        "missing": [
          "digest"
        ],
        "invalid": [
          "type must be skill-md or archive"
        ],
        "warnings": []
      },
      {
        "truncated": true,
        "omittedCount": 8,
        "originalCount": 12
      }
    ]
  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 · 30 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/schema/v0.2.0/index.schema.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=12 expected="> 0"FAILCompare valid skill entry count actual=0 expected="same as advertised skill count"FAILInvalid skill entry skill={"index":0,"valid":false,"name":"generate-image","type":"tool","description":"Generate AI images from text prompts using Flux, SDXL, and 20+ models. Free tier: 3 images/day.","url":"https://lensgo.ai/tools/ai-image-generator","digest":"","resolvedUrl":"https://lensgo.ai/tools/ai-image-generator","originClass":"same-origin","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":["description should explain when to use the skill"]}FAILInvalid skill entry skill={"index":1,"valid":false,"name":"generate-video","type":"tool","description":"Generate AI videos from text prompts or images. Supports Seedance 2.0 and other video models.","url":"https://lensgo.ai/tools/ai-video-generator","digest":"","resolvedUrl":"https://lensgo.ai/tools/ai-video-generator","originClass":"same-origin","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":["description should explain when to use the skill"]}FAILInvalid skill entry skill={"index":2,"valid":false,"name":"upscale-image","type":"tool","description":"Upscale images up to 4x resolution using AI. Enhances sharpness and detail.","url":"https://lensgo.ai/tools/image-upscaler","digest":"","resolvedUrl":"https://lensgo.ai/tools/image-upscaler","originClass":"same-origin","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":[]}FAILInvalid skill entry skill={"index":3,"valid":false,"name":"style-transfer","type":"tool","description":"Apply artistic styles (oil painting, watercolor, anime, pop art) to photos with AI.","url":"https://lensgo.ai/tools/style-transfer","digest":"","resolvedUrl":"https://lensgo.ai/tools/style-transfer","originClass":"same-origin","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":[]}FAILInvalid skill entry skill={"index":4,"valid":false,"name":"remove-background","type":"tool","description":"Remove the background from any image with AI. One-click, high quality.","url":"https://lensgo.ai/tools/background-remover","digest":"","resolvedUrl":"https://lensgo.ai/tools/background-remover","originClass":"same-origin","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":["description should explain when to use the skill"]}FAILInvalid skill entry skill={"index":5,"valid":false,"name":"magic-eraser","type":"tool","description":"Remove objects, people, or distractions from photos. AI fills the background naturally.","url":"https://lensgo.ai/tools/magic-eraser","digest":"","resolvedUrl":"https://lensgo.ai/tools/magic-eraser","originClass":"same-origin","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":["description should explain when to use the skill"]}FAILInvalid skill entry skill={"index":6,"valid":false,"name":"generate-logo","type":"tool","description":"Create unique AI logos from a brand description in seconds.","url":"https://lensgo.ai/tools/ai-logo-maker","digest":"","resolvedUrl":"https://lensgo.ai/tools/ai-logo-maker","originClass":"same-origin","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":["description should explain when to use the skill"]}FAILInvalid skill entry skill={"index":7,"valid":false,"name":"generate-headshots","type":"tool","description":"Generate professional AI headshots from 10-20 selfies. Delivers 40-100 studio-quality results.","url":"https://lensgo.ai/tools/ai-headshot-generator","digest":"","resolvedUrl":"https://lensgo.ai/tools/ai-headshot-generator","originClass":"same-origin","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":["description should explain when to use the skill"]}FAILInvalid skill entry skill={"index":8,"valid":false,"name":"generate-ugc-video","type":"tool","description":"Create UGC-style product videos using Seedance 2.0. Upload a product image and generate ad-ready videos.","url":"https://lensgo.ai/ai-ugc-video-generator","digest":"","resolvedUrl":"https://lensgo.ai/ai-ugc-video-generator","originClass":"same-origin","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":["description should explain when to use the skill"]}FAILInvalid skill entry skill={"index":9,"valid":false,"name":"cartoon-filter","type":"tool","description":"Transform photos into Ghibli, Pixar, anime, watercolor, or comic book art.","url":"https://lensgo.ai/tools/ai-cartoon-filter","digest":"","resolvedUrl":"https://lensgo.ai/tools/ai-cartoon-filter","originClass":"same-origin","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":["description should explain when to use the skill"]}FAILInvalid skill entry skill={"index":10,"valid":false,"name":"action-figure-generator","type":"tool","description":"Turn a selfie into a hyper-realistic AI action figure with packaging and accessories.","url":"https://lensgo.ai/tools/ai-action-figure-generator","digest":"","resolvedUrl":"https://lensgo.ai/tools/ai-action-figure-generator","originClass":"same-origin","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":["description should explain when to use the skill"]}FAILInvalid skill entry skill={"index":11,"valid":false,"name":"face-swap","type":"tool","description":"Swap faces between images or onto video templates using AI.","url":"https://lensgo.ai/tools/face-swap","digest":"","resolvedUrl":"https://lensgo.ai/tools/face-swap","originClass":"same-origin","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":["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

AI DiscoverabilityContent ReadinessEstablished

Author attribution

Author attribution is partially implemented.

45 Warning

Needs attention

Author attribution

Warning
01

Issue

No named author or publisher identity could be extracted.

Details

02

Why it matters

Author attribution helps agents cite content responsibly, assess source credibility, and distinguish editorial pages from anonymous marketing copy.

Check name

Author attribution

Score

55/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

Identify content authors or publishers for trust and attribution.

Result

Author attribution is partially implemented.

Validation steps

  1. Schema.org attribution

    Schema.org attribution is incomplete or relies only on publisher/fallback evidence.

    Schema.org author attribution is missing or incomplete
  2. Author identity quality

    No named author or publisher identity could be extracted.

    Author identity quality is incomplete
Evidence log2 steps · 8 lines
Schema.org attribution [warning]! Schema.org attribution is incomplete or relies only on publisher/fallback evidence.INFOSchema.org attributionINFOChecking structured data for author, creator, and publisher contributorsWARNCheck named Schema.org author count actual=0 expected="> 0" authorCount=0 publisherCount=1 namedContributors=0 authors=[] publishers=[{"role":"publisher","id":"https://lensgo.ai/#organization","sameAs":[],"format":"json-ld","mergedName":false}] formats=["json-ld"]WARNSchema.org attribution is incomplete or fallback-only authorCount=0 publisherCount=1 authors=[] publishers=[{"role":"publisher","id":"https://lensgo.ai/#organization","sameAs":[],"format":"json-ld","mergedName":false}]Author identity quality [fail]! No named author or publisher identity could be extracted.INFOAuthor identity qualityINFOChecking contributors for stable identity signalsFAILCheck identified contributor count actual=0 expected="> 0" namedContributors=0 identifiedContributors=[] unidentifiedContributors=[{"role":"publisher","id":"https://lensgo.ai/#organization","sameAs":[],"format":"json-ld","mergedName":false}]FAILNo named contributor identity could be extracted

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first passages

AEO: Answer-first passages scored 0/100 and needs a fix.

7 Fail

Needs attention

AEO: Answer-first passages

Failed check
01

Issue

19 section(s) bury or omit a concise opening answer. No direct definition pattern was detected.

Details

02

Why it matters

Answer engines need visible answer passages, clear question and heading structure, entity definitions, evidence, and trust signals. These signals improve extraction and attribution, but they do not guarantee answer-engine citations or search features.

Check name

AEO: Answer-first passages

Score

0/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to extract, answer from, and attribute without promising inclusion in any proprietary answer surface.

Result

AEO: Answer-first passages scored 0/100 and needs a fix.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 71/100 and needs improvement.

2 Warning

Needs attention

AEO: Entity and definition clarity

Warning
01

Issue

No direct definition sentence was detected.

Details

02

Why it matters

Answer engines need visible answer passages, clear question and heading structure, entity definitions, evidence, and trust signals. These signals improve extraction and attribution, but they do not guarantee answer-engine citations or search features.

Check name

AEO: Entity and definition clarity

Score

71/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to extract, answer from, and attribute without promising inclusion in any proprietary answer surface.

Result

AEO: Entity and definition clarity scored 71/100 and needs improvement.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Evidence and trust

AEO: Evidence and trust scored 71/100 and needs improvement.

2 Warning

Needs attention

AEO: Evidence and trust

Warning
01

Issue

Missing answer evidence or trust signals: publisher, freshnessDate.

Details

02

Why it matters

Answer engines need visible answer passages, clear question and heading structure, entity definitions, evidence, and trust signals. These signals improve extraction and attribution, but they do not guarantee answer-engine citations or search features.

Check name

AEO: Evidence and trust

Score

71/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to extract, answer from, and attribute without promising inclusion in any proprietary answer surface.

Result

AEO: Evidence and trust scored 71/100 and needs improvement.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question and answer structure

AEO: Question and answer structure scored 77/100 and needs improvement.

2 Warning

Needs attention

AEO: Question and answer structure

Warning
01

Issue

1 Q&A structured-data value(s) were not found in visible content. Heading structure issues were detected.

Details

02

Why it matters

Answer engines need visible answer passages, clear question and heading structure, entity definitions, evidence, and trust signals. These signals improve extraction and attribution, but they do not guarantee answer-engine citations or search features.

Check name

AEO: Question and answer structure

Score

77/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to extract, answer from, and attribute without promising inclusion in any proprietary answer surface.

Result

AEO: Question and answer structure scored 77/100 and needs improvement.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Extractable visible copy

AEO: Extractable visible copy scored 81/100 and needs improvement.

1 Warning

Needs attention

AEO: Extractable visible copy

Warning
01

Issue

Visible text has few answer-oriented terms or explanatory markers.

Details

02

Why it matters

Answer engines need visible answer passages, clear question and heading structure, entity definitions, evidence, and trust signals. These signals improve extraction and attribution, but they do not guarantee answer-engine citations or search features.

Check name

AEO: Extractable visible copy

Score

81/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to extract, answer from, and attribute without promising inclusion in any proprietary answer surface.

Result

AEO: Extractable visible copy scored 81/100 and needs improvement.

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Score history

Public scan score over time

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1 reports
Public score history report links
Scan dateScoreReadinessReport
73/100Level 3, Bot-AwareCurrent report