CanAgentUse

Make your website ready for AI agents.

CanAgentUse tools

UCP Suite

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

UCP Validator UCP Playground

MCP Playground

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

MCP Playground

A2A Playground

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

A2A Playground

Agent Website Viewer

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

Agent Website Viewer

https://inworld.ai/

SCANNED

Jul 10, 2026, 7:47 PM

VISIBILITY

Public

SUITE2026.06.10

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New Scan

https://inworld.ai/

SCANNED

Jul 10, 2026, 7:47 PM

VISIBILITY

Public

SUITE2026.06.10

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60/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

Inworld AI – The #1 Realtime Voice AI

#1 realtime TTS with under 200ms latency, voice cloning, and prices cut by half or more for most developers. Realtime agents built for scale.

Open Agent View

Next step

Turn this report into a fix workflow

2 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.

Fix with MCP / CLI

Detailed report scores grouped by capability area
Metric	Score	Status	Passed	Failed	Warning	Evidence
AI Discoverability	85	Mostly ready	38	0	0
Discoverability	100	Strong	10	0	0
Content Readiness	84	Mostly ready	23	0	0
Bot Access Control	75	Mostly ready	5	0	0
Agent Ease of Use	58	Needs work	17	5	3	View details
API	70	Needs work	6	0	0
Auth	48	Priority fix	1	0	0
Skill Discovery	57	Needs work	8	4	3	View details
Google Agentic Browsing	66	Needs work	2	1	0	View details
GEO, AIO and AEO	58	Needs work	7	0	0
GEO Readiness	Not Applicable	Not Applicable	2	0	0
AIO Readiness	Not Applicable	Not Applicable	3	0	0
AEO Readiness	Not Applicable	Not Applicable	2	0	0
SEO	100	Strong	10	0	0
SEO	100	Strong	10	0	0
Security & Trust	59	Needs work	12	0	0
Security & Trust	59	Needs work	12	0	0
Performance	62	Needs work	13	0	0
Performance	62	Needs work	13	0	0

Prioritized recommendations

Issues ranked by score impact

3 items need attention

Agent Ease of UseSkill DiscoveryEmerging recommendation

agents.json

agents.json failed at "Validate Wildcard schema shape".

33 Fail

Needs attention

agents.json

Failed check

Issue

agents.json does not match the expected Wildcard OpenAPI workflow shape.

Details

Why it matters

Wildcard agents.json gives agents workflow-level context beyond plain OpenAPI, including flows, links, examples, and API action structure. It is an emerging OpenAPI-adjacent proposal, so scanners should validate the contract shape without treating it as an A2A or IETF standard.

Check name

agents.json

Score

35/100

Status

fail

Maturity

Emerging recommendation

Goal

Publish a Wildcard-style agents.json file so agents can discover OpenAPI-backed workflows, links, examples, and authentication requirements.

Result

agents.json failed at "Validate Wildcard schema shape".

Validation steps

Validate Wildcard schema shape
agents.json does not match the expected Wildcard OpenAPI workflow shape.
agents.json schema shape is invalid or incomplete
Validate API actions
Wildcard agents.json must include valid OpenAPI-derived action or operation definitions.
agents.json action definitions are invalid or missing
Validate flows and links
No executable flows were found.
agents.json flows or links are invalid
Review examples and LLM usability
Examples or descriptions are too thin for reliable agent argument generation.
agents.json examples or descriptions need improvement

Evidence log4 steps · 23 lines

Validate Wildcard schema shape [fail]! agents.json does not match the expected Wildcard OpenAPI workflow shape.INFOValidate Wildcard schema shapeINFOParse agents.json and classify contract shape shape="unknown"FAILCompare contract shape actual="unknown" expected="wildcard"FAILCompare missing required schema fields actual="none" expected="none"FAILCompare Content-Type with JSON expectation actual=true expected=trueINFORecorded remote OpenAPI/schema reference reference="https://docs.inworld.ai/"INFORecorded remote OpenAPI/schema reference reference="https://docs.inworld.ai/llms-full.txt"INFORecorded remote OpenAPI/schema reference reference="https://inworld.ai/models.json"INFORecorded remote OpenAPI/schema reference reference="https://inworld.ai/.well-known/agents.json"WARNSchema-shape warning warning="one or more OpenAPI/schema references are cross-origin"WARNSchema-shape warning warning="document references roadmap-style workflow features that need review"FAILagents.json does not match the expected Wildcard OpenAPI workflow shape.Validate API actions [fail]! Wildcard agents.json must include valid OpenAPI-derived action or operation definitions.INFOValidate API actionsFAILCompare API action count actual=0 expected="> 0"FAILCompare invalid action definitions actual=0 expected=0FAILWildcard agents.json must include valid OpenAPI-derived action or operation definitions.Validate flows and links [fail]! No executable flows were found.INFOValidate flows and linksFAILCompare workflow flow count actual=0 expected="> 0"FAILCompare operation link issues actual=0 expected=0FAILNo executable flows were found.Review examples and LLM usability [warning]! Examples or descriptions are too thin for reliable agent argument generation.INFOReview examples and LLM usabilityWARNCompare usable example count actual=0 expected="> 0 when actions are present"WARNExamples or descriptions are too thin for reliable agent argument generation.

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

Agent Skills index failed at "Validate skill content".

15 Fail

Needs attention

Agent Skills index

Failed check

Issue

SKILL.md is missing YAML frontmatter.

Details

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

70/100

Status

fail

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 skill content".

Validation steps

Validate skill entries

One or more Agent Skills entries have quality or trust warnings.

One or more skill entries are invalid

Skill entry findings

[
  {
    "index": 0,
    "valid": true,
    "name": "tts-api",
    "type": "skill-md",
    "description": "Generate speech from text with the Inworld TTS API.",
    "url": "/.well-known/agent-skills/tts-api.md",
    "digest": "sha256:f18279d6c4ff70b0ac2848b06e525f517393b403782727c97c826389e17f9d0d",
    "resolvedUrl": "https://inworld.ai/.well-known/agent-skills/tts-api.md",
    "originClass": "same-origin",
    "missing": [],
    "invalid": [],
    "warnings": [
      "description should explain when to use the skill"
    ]
  },
  {
    "index": 1,
    "valid": true,
    "name": "stt-api",
    "type": "skill-md",
    "description": "Transcribe audio with the Inworld STT API.",
    "url": "/.well-known/agent-skills/stt-api.md",
    "digest": "sha256:238c6f6552bc0eda53b77b04f1f9905e6202c641fe87f10a5ca135d3147d337e",
    "resolvedUrl": "https://inworld.ai/.well-known/agent-skills/stt-api.md",
    "originClass": "same-origin",
    "missing": [],
    "invalid": [],
    "warnings": [
      "description should explain when to use the skill"
    ]
  },
  {
    "index": 2,
    "valid": true,
    "name": "router-api",
    "type": "skill-md",
    "description": "Call the OpenAI-compatible Inworld Router API.",
    "url": "/.well-known/agent-skills/router-api.md",
    "digest": "sha256:001403fa4b56940629a4376c64d92d568b30e3b39edc0e6cd7c1c0ad6cc89405",
    "resolvedUrl": "https://inworld.ai/.well-known/agent-skills/router-api.md",
    "originClass": "same-origin",
    "missing": [],
    "invalid": [],
    "warnings": [
      "description should explain when to use the skill"
    ]
  },
  {
    "index": 3,
    "valid": true,
    "name": "realtime-api",
    "type": "skill-md",
    "description": "Create realtime voice sessions with the Inworld Realtime API.",
    "url": "/.well-known/agent-skills/realtime-api.md",
    "digest": "sha256:22e28b4e25f92263b69232490be748bb2541f67b2bac5bf57535f86286ff1498",
    "resolvedUrl": "https://inworld.ai/.well-known/agent-skills/realtime-api.md",
    "originClass": "same-origin",
    "missing": [],
    "invalid": [],
    "warnings": [
      "description should explain when to use the skill"
    ]
  }
]

Validate skill content
SKILL.md is missing YAML frontmatter.
Skill artifact content is invalid
Skill content findings
SKILL.md is missing YAML frontmatter.
SKILL.md is missing YAML frontmatter.
SKILL.md is missing YAML frontmatter.
SKILL.md is missing YAML frontmatter.
{ "truncated": true, "omittedCount": 2, "originalCount": 6 }
Review skill artifact security
SKILL.md references external URLs; fetched content is an additional trust boundary (https://api.inworld.ai/tts/v1/voice`, https://api.inworld.ai/tts/v1/voice:stream`, https://docs.inworld.ai/tts/tts, https://inworld.ai/pricing).
Skill artifacts contain security findings
Agent Skills security findings
SKILL.md references external URLs; fetched content is an additional trust boundary (https://api.inworld.ai/tts/v1/voice`, https://api.inworld.ai/tts/v1/voice:stream`, https://docs.inworld.ai/tts/tts, https://inworld.ai/pricing).
SKILL.md references external URLs; fetched content is an additional trust boundary (https://api.inworld.ai/stt/v1/transcribe`, https://docs.inworld.ai/stt/overview, https://inworld.ai/speech-to-text).
SKILL.md references external URLs; fetched content is an additional trust boundary (https://api.inworld.ai/v1/chat/completions`, https://docs.inworld.ai/router/introduction, https://inworld.ai/models).
SKILL.md references external URLs; fetched content is an additional trust boundary (https://api.inworld.ai/v1/realtime/calls`, https://docs.inworld.ai/realtime/overview, https://inworld.ai/realtime-api).

Evidence log3 steps · 27 lines

Validate skill entries [warning]! One or more Agent Skills entries have quality or trust warnings.INFOValidate skill entriesWARNCompare advertised skill count actual=4 expected="> 0"WARNCompare valid skill entry count actual=4 expected="same as advertised skill count"WARNSkill entry warning skill={"index":0,"valid":true,"name":"tts-api","type":"skill-md","description":"Generate speech from text with the Inworld TTS API.","url":"/.well-known/agent-skills/tts-api.md","digest":"sha256:f18279d6c4ff70b0ac2848b06e525f517393b403782727c97c826389e17f9d0d","resolvedUrl":"https://inworld.ai/.well-known/agent-skills/tts-api.md","originClass":"same-origin","missing":[],"invalid":[],"warnings":["description should explain when to use the skill"]}WARNSkill entry warning skill={"index":1,"valid":true,"name":"stt-api","type":"skill-md","description":"Transcribe audio with the Inworld STT API.","url":"/.well-known/agent-skills/stt-api.md","digest":"sha256:238c6f6552bc0eda53b77b04f1f9905e6202c641fe87f10a5ca135d3147d337e","resolvedUrl":"https://inworld.ai/.well-known/agent-skills/stt-api.md","originClass":"same-origin","missing":[],"invalid":[],"warnings":["description should explain when to use the skill"]}WARNSkill entry warning skill={"index":2,"valid":true,"name":"router-api","type":"skill-md","description":"Call the OpenAI-compatible Inworld Router API.","url":"/.well-known/agent-skills/router-api.md","digest":"sha256:001403fa4b56940629a4376c64d92d568b30e3b39edc0e6cd7c1c0ad6cc89405","resolvedUrl":"https://inworld.ai/.well-known/agent-skills/router-api.md","originClass":"same-origin","missing":[],"invalid":[],"warnings":["description should explain when to use the skill"]}WARNSkill entry warning skill={"index":3,"valid":true,"name":"realtime-api","type":"skill-md","description":"Create realtime voice sessions with the Inworld Realtime API.","url":"/.well-known/agent-skills/realtime-api.md","digest":"sha256:22e28b4e25f92263b69232490be748bb2541f67b2bac5bf57535f86286ff1498","resolvedUrl":"https://inworld.ai/.well-known/agent-skills/realtime-api.md","originClass":"same-origin","missing":[],"invalid":[],"warnings":["description should explain when to use the skill"]}WARNOne or more Agent Skills entries have quality or trust warnings.Validate skill content [fail]! SKILL.md is missing YAML frontmatter.INFOValidate skill contentFAILCompare skill artifact content failures actual=1 expected=0 name="tts-api" type="skill-md" url="https://inworld.ai/.well-known/agent-skills/tts-api.md"FAILSkill content validation failure name="tts-api" failure="SKILL.md is missing YAML frontmatter."FAILCompare skill artifact content failures actual=1 expected=0 name="stt-api" type="skill-md" url="https://inworld.ai/.well-known/agent-skills/stt-api.md"FAILSkill content validation failure name="stt-api" failure="SKILL.md is missing YAML frontmatter."WARNSkill content validation warning name="stt-api" warning="SKILL.md body lacks obvious workflow, input/output, example, or validation guidance."FAILCompare skill artifact content failures actual=1 expected=0 name="router-api" type="skill-md" url="https://inworld.ai/.well-known/agent-skills/router-api.md"FAILSkill content validation failure name="router-api" failure="SKILL.md is missing YAML frontmatter."FAILCompare skill artifact content failures actual=1 expected=0 name="realtime-api" type="skill-md" url="https://inworld.ai/.well-known/agent-skills/realtime-api.md"FAILSkill content validation failure name="realtime-api" failure="SKILL.md is missing YAML frontmatter."WARNSkill content validation warning name="realtime-api" warning="SKILL.md body lacks obvious workflow, input/output, example, or validation guidance."FAILSKILL.md is missing YAML frontmatter.Review skill artifact security [warning]! SKILL.md references external URLs; fetched content is an additional trust boundary (https://api.inworld.ai/tts/v1/voice`, https://api.inworld.ai/tts/v1/voice:stream`, https://docs.inworld.ai/tts/tts, https://inworld.ai/pricing).INFOReview skill artifact securityFAILCompare security finding count actual=4 expected=0WARNAgent Skills artifact security warning finding="SKILL.md references external URLs; fetched content is an additional trust boundary (https://api.inworld.ai/tts/v1/voice`, https://api.inworld.ai/tts/v1/voice:stream`, https://docs.inworld.ai/tts/tts, https://inworld.ai/pricing)."WARNAgent Skills artifact security warning finding="SKILL.md references external URLs; fetched content is an additional trust boundary (https://api.inworld.ai/stt/v1/transcribe`, https://docs.inworld.ai/stt/overview, https://inworld.ai/speech-to-text)."WARNAgent Skills artifact security warning finding="SKILL.md references external URLs; fetched content is an additional trust boundary (https://api.inworld.ai/v1/chat/completions`, https://docs.inworld.ai/router/introduction, https://inworld.ai/models)."WARNAgent Skills artifact security warning finding="SKILL.md references external URLs; fetched content is an additional trust boundary (https://api.inworld.ai/v1/realtime/calls`, https://docs.inworld.ai/realtime/overview, https://inworld.ai/realtime-api)."WARNSKILL.md references external URLs; fetched content is an additional trust boundary (https://api.inworld.ai/tts/v1/voice`, https://api.inworld.ai/tts/v1/voice:stream`, https://docs.inworld.ai/tts/tts, https://inworld.ai/pricing).

Agent Ease of UseGoogle Agentic BrowsingBrowser audit

Accessibility tree is not well-formed

100 Fail

Check name

Accessibility tree is not well-formed

Score

0/100

Status

fail

Device

desktop

Fix guidance

A well-formed [accessibility tree](http://goo.gle/lighthouse-agentic-a11y) helps AI agents to navigate and interact with the page.

References

goo.gle/lighthouse-agentic-web Browser agent UX guide for forms and modals

Evidence

{
  "description": "A well-formed [accessibility tree](http://goo.gle/lighthouse-agentic-a11y) helps AI agents to navigate and interact with the page."
}

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Score history

Public scan score over time

Public reports for this website origin. Select any point or report link to open that canonical report.

1 reports

Public score history report links
Scan date	Score	Readiness	Report
Jul 10, 2026	60/100	Level 3, Bot-Aware	Current report

Want help fixing this?

Level 3, Bot-Aware

CAPTURED SCREENSHOT

What AI sees of your website

Inworld AI – The #1 Realtime Voice AI

Turn this report into a fix workflow

Issues ranked by score impact

agents.json

agents.json

Issue

Details

Why it matters

Check name

Score

Status

Category

Maturity

Goal

Result

Validation steps

agents.json schema shape is invalid or incomplete

agents.json action definitions are invalid or missing

agents.json flows or links are invalid

agents.json examples or descriptions need improvement

Agent Skills index

Agent Skills index

Issue

Details

Why it matters

Check name

Score

Status

Category

Maturity

Goal

Result

Validation steps

One or more skill entries are invalid

Skill entry findings

Skill artifact content is invalid

Skill content findings

Skill artifacts contain security findings

Agent Skills security findings

Accessibility tree is not well-formed

Check name

Score

Status

Device

Category

Fix guidance

References

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Fix with MCP or CLI

Public scan score over time