visibility

capability

Https

✓ verified

AI Visibility: ✓ check completed — level L0

AI Capability: ✓ check completed — level L0

Levels are cumulative — you must pass L1 before reaching L2, L2 before L3, and so on.

L1 Basic Accessibility 2/6

✓ Major AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended) are permitted to access your site. AI crawling allowed

✗ Main content is visible in the HTML source, not only rendered after JavaScript executes. Page content directly readable

✗ The page has a clear title and meta description, helping AI quickly identify the topic. Clear title and description

✗ The page responds quickly enough to avoid AI crawl failures or timeouts. Reasonable response time

✗ The site uses a valid HTTPS certificate. HTTPS secured

✓ Core content isn't blocked by login walls, membership gates, or paywalls. Content is not gated

L2 Content Comprehensibility 0/6

✗ Uses Schema.org / JSON-LD to help AI understand page content more accurately. Has structured data

✗ Open Graph tags provide supplementary title and summary information. Has social sharing info

✗ A canonical URL tells search engines and AI which version of the URL is authoritative. Clear canonical address

✗ The page has a clear H1 and uses H2/H3 headings to organize content logically. Clear heading hierarchy

✗ The HTML lang attribute is set, helping AI identify the page language. Language declared correctly

✗ The page has meaningful text content, not just a few sentences of boilerplate. Substantial content

L3 Discoverability 1/6

✗ An accessible XML sitemap helps AI and search engines discover your pages. Provides a sitemap

✗ The sitemap includes recent pages and isn't neglected over time. Sitemap stays updated

✗ Key content pages are easily reachable from the homepage and main pages. Clear internal linking

✓ Page URLs clearly reflect the content topic, rather than being cryptic parameter strings. Clean, readable URLs

✗ A /llms.txt file proactively tells LLMs which content is most worth paying attention to. Provides llms.txt

✗ The canonical tag points to the current page's standard address, avoiding duplicate page confusion. Consistent canonical setup

L4 Trust & Authority 0/6

✗ Structured data includes basic info like company/organization name, website, and logo. Organization info is clear

✗ Both users and AI can easily find your contact or about page. About and contact info visible

✗ Pages attribute content to an author, team, or organization. Content source is clear

✗ Pages include publish or update dates, helping assess content freshness. Publication dates are clear

✗ The site has essential pages like privacy policy and terms of service. Legal info is complete

✗ Basic security response headers are set, reflecting site maintenance quality. Proper security configuration

L5 AI-Optimized 0/6

✗ Page content is structured for AI to directly extract answers. Has FAQ / HowTo / Q&A structure

✗ Helps AI understand the page's position and hierarchy within the site. Has breadcrumb structure

✗ Products, services, or content include structured Review/Rating data. Has review information

✗ Multilingual pages have clear corresponding relationships, such as hreflang tags. Supports multiple languages

✗ Uses multiple effective Schema.org types, not just one. Richer structured data

✗ Pages contain FAQs, tables, lists, definitions, etc., making it easy for AI to extract and summarize. Clear content block structure

L1 Basic Accessibility 2/6

✗ Uses semantic HTML elements such as header, nav, main, article, section, and footer so agents can better understand page structure. Semantic HTML

✗ Includes essential metadata such as page title, description, and social sharing tags to improve machine interpretation. Metadata

✗ Provides JSON-LD structured data based on Schema.org to make entities and page meaning more explicit. Structured Data

✓ Public content is accessible without CAPTCHA or other anti-bot challenges that block legitimate automated access. No CAPTCHA Barriers

✗ Core content is present in the initial HTML response, rather than relying entirely on client-side JavaScript rendering. Server-Rendered Content

✓ Uses stable, human-readable URLs without excessive query parameters, session tokens, or hash-fragment routing. Clean URLs

L2 Discoverability 0/6

✗ Provides a robots.txt file that permits access for legitimate crawlers and agent systems where appropriate. robots.txt

✗ Publishes a valid XML sitemap to help agents and crawlers discover indexable pages efficiently. XML Sitemap

✗ Exposes a /llms.txt file that gives LLM-based systems guidance on important content and site structure. llms.txt

✗ Publishes an OpenAPI or Swagger specification so agents can understand available API endpoints programmatically. OpenAPI Specification

✗ Provides comprehensive documentation in a format that is easy for machines and agents to parse and use. Machine-Readable Documentation

✗ Ensures primary content is available as text, rather than being locked inside images, videos, or non-parsable PDFs. Text-Accessible Content

L3 Structured Interaction 0/6

✗ Exposes a well-defined REST or GraphQL API for programmatic access to data and actions. Structured API

✗ Returns JSON payloads with stable and predictable schemas across endpoints. Consistent JSON Responses

✗ Supports query parameters for search, filtering, pagination, and retrieval refinement. Search and Filtering Support

✗ Provides an agent descriptor, such as an A2A agent card at /.well-known/agent.json, to advertise agent capabilities. A2A Agent Card

✗ Clearly documents rate limits and returns proper 429 Too Many Requests responses when limits are exceeded. Documented Rate Limits

✗ Returns machine-readable error responses with clear codes, messages, and actionable context. Structured Error Handling

L4 Agent Integration 0/6

✗ Provides an MCP (Model Context Protocol) server so agents can access tools, resources, and actions through a standardized interface. MCP Server

✗ Supports WebMCP or comparable browser-oriented agent interaction patterns for web-based automation. WebMCP Support

✗ Supports write operations such as POST, PUT, PATCH, and DELETE, enabling agents to create and update resources. Write-Capable API

✗ Supports automation-ready authentication methods such as API keys or OAuth client credentials flows. Agent-Friendly Authentication

✗ Supports webhooks so agents can receive event-driven updates instead of relying only on polling. Webhooks

✗ Write operations support idempotency keys or equivalent safeguards to prevent duplicate execution. Idempotent Writes

L5 Autonomous Operation 0/6

✗ Supports real-time update channels such as SSE or WebSockets for low-latency agent workflows. Event Streaming

✗ Supports agent-to-agent capability discovery or negotiation so systems can adapt to each other dynamically. Capability Negotiation

✗ Provides APIs for subscription, lifecycle management, or registration of agent integrations. Subscription and Management API

✗ Supports multi-step workflows, task coordination, and stateful execution across actions or services. Workflow Orchestration

✗ Can proactively notify agents when relevant content, state, or business events change. Proactive Notifications

✗ Supports handoff between agents or services so tasks can continue across system boundaries. Cross-Service Handoff

AI Readiness Report

LLM-powered optimization suggestions with priority fixes and a 30-day action plan — copy in one click and hand off to AI for execution.