Monthly leak
$0
Estimated
oran.cn
oran.cn
0
INVISIBLE
Apr 24, 07:13 AM · 17.6s
Issues
0
Ranked by $
AI bot access
0 / 14
14 AI crawlers checked
Runtime cite rate
0%
1 engine
Crawler access
14 AI crawlers checked.
All major AI crawlers can read your site.
14/14allowed
GPTBot
OpenAI
ClaudeBot
Anthropic
PerplexityBot
Perplexity
Google-Extended
ChatGPT-User
OpenAI
Meta-ExternalAgent
Meta
Applebot-Ext.
Apple
CCBot
Common Crawl
Bytespider
ByteDance
DuckAssistBot
DuckDuckGo
Amazonbot
Amazon
DiffBot
Diffbot
YouBot
You.com
Timpibot
Timpi
robots.txt
Not found — add one
GPTBot probe
Homepage served 200
WAF / bot fight
No blocks detected
Runtime visibility
Can the AI engines find you?
We ran 5 synthesized questions across each configured engine and watched whether your domain was cited.
0visibility index
Panel skipped.
Need at least 2 engines to run runtime. Configure OPENAI_API_KEY, PERPLEXITY_API_KEY, or GOOGLE_AI_API_KEY in addition to Anthropic.
Claude
live0/2cited
0
1st
0
Top 3
0
Brand
0% cite rate · 21330ms avg
ChatGPT
offEngine not configured.
Perplexity
offEngine not configured.
Gemini
offEngine not configured.
Runtime panel cost: $0.15
9 dimensions of AI search visibility
How each signal stack scored on this scan. Pass, warn, or fail is decided by the weighted threshold for that dimension.
Content Structure1 issue
0 / 20
Citation Density
0 / 20
Schema Markup
0 / 15
Crawler Access1 issue
7 / 15
Agent Readiness10 issues
0 / 10
Entity Clarity
0 / 10
llms.txt1 issue
0 / 10
Off-site Authority (proxy)
0 / 5
Freshness1 issue
0 / 5
Diagnostic layers (non-scoring)· 8
Trust Stack5
Content Decay
Web Verification1
Template Coverage1
Prompt Injection
Platform Profiles4
Negative Signals
Content Gap Opportunities2
Top findings
Ordered by the money on the table.
Biggest revenue leaks first. Copy the fix prompt into Claude Code, or let AGNT draft the PR for you.
01highcrawler~$1,000/mo· high confidence No robots.txt found
Publish a /robots.txt that explicitly allows GPTBot, ClaudeBot, PerplexityBot, Google-Extended and other AI crawlers.
02highagent_readiness~$500/mo· low No API or OpenAPI entrypoint detected
Expose a public API reference or OpenAPI document at /docs/api, /openapi.json, or an equivalent developer URL so agents can understand callable surfaces.
03criticalstructure~$400/mo· medium Homepage could not be fetched
Ensure the site serves HTML at the root URL without auth.
04mediumagent_readinessAuto-fix~$400/mo· low No agent discovery file detected
Publish /llms.txt and, when relevant, a .well-known agent/plugin manifest that points agents at docs, APIs, MCP endpoints, and support policies.
05mediumagent_readiness~$400/mo· low No agent skills or action manifest detected
Document the skills, actions, tools, or capabilities agents can use. Include names, input schemas, output shapes, auth requirements, and whether each action is read-only or writes data.
06mediumagent_readiness~$400/mo· low No MCP entrypoint detected
Publish an MCP endpoint or setup guide, then link it from the homepage or llms.txt. Agents should be able to discover tool access without reading human-only docs.
07lowagent_readiness~$320/mo· low No clear agent navigation path detected
Expose a crawlable sitemap and stable navigation to docs, pricing, support, API references, and key task pages. Agents need predictable links, not only app-shell buttons.
08lowagent_readiness~$320/mo· low No CLI or command-line workflow detected
Add CLI install/use docs when your product can be operated from CI, terminals, or coding agents. Include copy-paste commands and JSON output examples.
Your AI team playbook
What each agent would fix first.
Each agent owns a lane. Here's the queue — sorted by dollars recovered per month.
The Guardian
Nova
$1,300
/mo recoverable
- 01
No robots.txt found
crawler · ~$1,000/mo
- 02
No /llms.txt file found
llmstxt · ~$300/mo
The Writer
Echo
$760
/mo recoverable
- 01
Homepage could not be fetched
structure · ~$400/mo
- 02
2 high-impact content gaps detected
content_gaps · ~$200/mo
- 03
4 entity page gaps detected
content_gaps · ~$160/mo
The Front Desk
Orbit
$3,745
/mo recoverable
- 01
No API or OpenAPI entrypoint detected
agent_readiness · ~$500/mo
- 02
No agent discovery file detected
agent_readiness · ~$400/mo
- 03
No MCP entrypoint detected
agent_readiness · ~$400/mo
- + 8 more in queue
The Strategist
Atlas
$1,225
/mo recoverable
- 01
Homepage could not be fetched to check freshness signals
freshness · ~$275/mo
- 02
Technical trust layer is weak
trust_stack · ~$95/mo
- 03
Safety trust layer is weak
trust_stack · ~$95/mo
- + 8 more in queue
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