kling4ai.app
Finalizing the report
Preparing the stored Is Agentic score
Essential—
Recommended—
Bonus signals—
kling4ai.app
Preparing the stored Is Agentic score
kling4ai.app
These checks describe whether an ordinary agent can enter, read, and operate the public site.
Agents can reach the site
Crawler access and bot defenses.
Core content is available
Useful content remains accessible without a fragile browser-only path.
Navigation fails safely
Redirects and missing pages give agents a recoverable path.
Controls are understandable
Forms and interactive controls expose usable names and structure.
The public website is always evaluated. Optional surfaces appear when the scan finds positive evidence that they apply.
Needs work
Weighted across 16 applicable checks
Blocked
Weighted across 3 applicable checks
Critical access gaps come first, followed by other applicable readiness gaps.
Verify that major agent User-Agents can reach the homepage. If your WAF or bot rules block them, remove or narrow the blocking rule. Add an allow rule only when your security setup denies them by default.
Keep the correct HTTP 404 status. The remaining requirement is a Markdown error body when agents request Accept: text/markdown. Include at least 20 characters explaining the error and a link to your docs, sitemap, or llms.txt. Verify with curl -sS -L -i -H 'Accept: text/markdown' https://yourdomain.com/some-path-that-does-not-exist. Check both the final 404 status and the Markdown body with Content-Type: text/markdown. Checking the status alone does not verify the missing requirement.
Publish an OpenAPI (Swagger) specification at /openapi.json or /api/openapi.yaml. This is how agents understand your API surface automatically.
Enable Markdown negotiation on the scanned homepage. Supporting it only on /docs or a separate .md URL does not satisfy this check. Requests with Accept: text/markdown must receive a nonempty Markdown body with Content-Type: text/markdown and Vary: Accept. Keep serving HTML for Accept: text/html. Adding Vary alone does not create a Markdown response. Verify both with curl -sS -L -i -H 'Accept: text/markdown' https://yourdomain.com/ and curl -sS -L -i -H 'Accept: text/html' https://yourdomain.com/. Check the final response headers and body: Markdown with Vary: Accept for the first request, HTML for the second.
Expose a public REST or GraphQL API. AI agents need programmatic access - not just a web UI - to integrate with your product.
Checks are grouped by relevance for App sites.
7698 chars, semantic headings (1 H1 + 7 H2s + 19 H3s), 12.3% content ratio
Some AI crawlers are blocked - ChatGPT-User: reachable, ClaudeBot: blocked, Google-Extended: reachable, ora-agent: reachable, DeepSeekBot: reachable
How to pass
Verify that major agent User-Agents can reach the homepage. If your WAF or bot rules block them, remove or narrow the blocking rule. Add an allow rule only when your security setup denies them by default.
No meta-refresh stubs, JavaScript-redirect stubs, or cross-domain hops across 6 checked pages
All 5 sampled pages are publicly readable (5 with substantive content)
No OpenAPI/Swagger specification found
How to pass
Publish an OpenAPI (Swagger) specification at /openapi.json or /api/openapi.yaml. This is how agents understand your API surface automatically.
Homepage https://kling4ai.app does not meet the Markdown negotiation requirements: Accept: text/markdown returned text/html; charset=utf-8
How to pass
Enable Markdown negotiation on the scanned homepage. Supporting it only on /docs or a separate .md URL does not satisfy this check. Requests with Accept: text/markdown must receive a nonempty Markdown body with Content-Type: text/markdown and Vary: Accept. Keep serving HTML for Accept: text/html. Adding Vary alone does not create a Markdown response. Verify both with curl -sS -L -i -H 'Accept: text/markdown' https://yourdomain.com/ and curl -sS -L -i -H 'Accept: text/html' https://yourdomain.com/. Check the final response headers and body: Markdown with Vary: Accept for the first request, HTML for the second.
The nonexistent path https://kling4ai.app/__ora-404-probe-b7n2gruk correctly returns HTTP 404. Partial credit: no Markdown error body was detected.
How to pass
Keep the correct HTTP 404 status. The remaining requirement is a Markdown error body when agents request Accept: text/markdown. Include at least 20 characters explaining the error and a link to your docs, sitemap, or llms.txt. Verify with curl -sS -L -i -H 'Accept: text/markdown' https://yourdomain.com/some-path-that-does-not-exist. Check both the final 404 status and the Markdown body with Content-Type: text/markdown. Checking the status alone does not verify the missing requirement.
Valid sitemap found at https://kling4ai.app/sitemap.xml with 70 entries
Rich JSON-LD identity: Organization with name, description, url, and sameAs/logo/address (1 block)
Pricing page found at /pricing
No public API or documentation page linked from homepage
How to pass
Publish API documentation at a discoverable URL (/docs, /api, /developers). Include authentication, endpoints, and example requests.
All metadata signals present: canonical URL, lang="en", og:image, og:type
Organization schema found but missing: address
How to pass
Add Organization JSON-LD that includes both contactPoint (with email/phone and contactType) and address (PostalAddress). This lets AI verify your business legitimacy and answer contact queries.
About, Privacy pages verified - missing: Contact
How to pass
Publish real /about, /contact, and /privacy pages with at least 500 characters of content each. These are the pages AI agents check to verify your business is legitimate before recommending you.
All 6 measured pages fit an agent context budget (largest ~2K tokens)
No publicly reachable API surface detected (REST and GraphQL both absent or auth-gated)
How to pass
Expose a public REST or GraphQL API. AI agents need programmatic access - not just a web UI - to integrate with your product.
No MCP server or manifest found
How to pass
Build an MCP (Model Context Protocol) server exposing your API as tools. Use Streamable HTTP transport for full score. This lets Claude, ChatGPT, and other AI agents call your product natively.
Agent mode view found at ?mode=agent (3 signals: api, agent, integration)
How to pass
Add a ?mode=agent query parameter to your homepage that returns a structured, machine-readable view with API endpoints, authentication info, and key capabilities instead of marketing HTML.
100% of 70 sampled sitemap entries carry lastmod; newest is 19 day(s) old
Found the llms.txt at https://kling4ai.app/llms.txt.
The llms.txt is well-formatted: 31 lines with markdown links, 2,252 characters in total.
When-to-use guidance found in llms.txt
Some extended schema types found: FAQPage - add FAQPage, Service, or AggregateRating for full coverage
How to pass
Expand your JSON-LD beyond Organization/WebSite. Add FAQPage for common questions, Service or Product for offerings, AggregateRating or Review for social proof, and BreadcrumbList for navigation context.
All 5 probed llms.txt links resolve to real content
Code fences balanced across 1 markdown document
Developer portal found at /dashboard
Server HTML is a well-structured document (main=true, landmarks=4/4, h1=1, maxHeadingSkip=1).
57 native controls, 0 non-native div-soup affordances (100% native).
57/57 interactive elements have a computable accessible name (100%).
No hidden instruction text detected in accessibility-tree attributes or off-screen content.
What does kling4ai.app do and who is it for? Explain it back to me.
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Source: Ora API
What does kling4ai.app do and who is it for? Explain it back to me.
6 steps1 reasoning step1 search
Agent successfully assembled a comprehensive explanation of Kling4AI by fetching the homepage and dedicated pricing page, then supplemented with external competitive research. The site clearly exposes core features, audience, and pricing, but offers no formal comparison to alternatives or licensing details—gaps the agent filled with third-party sources rather than site content.