Monthly leak
$0
Estimated
Hello-Agents
hello-agents.datawhale.cc
0
INVISIBLE
Apr 23, 07:41 PM · 22.3s
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
Published at root
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 · 24473ms avg
ChatGPT
offEngine not configured.
Perplexity
offEngine not configured.
Gemini
offEngine not configured.
Runtime panel cost: $0.18
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.
Citation Density2 issues
5 / 20
Content Structure4 issues
0 / 20
Schema Markup2 issues
0 / 15
Crawler Access
15 / 15
Entity Clarity4 issues
0 / 10
Agent Readiness
10 / 10
llms.txt1 issue
2 / 10
Freshness
5 / 5
Off-site Authority (proxy)1 issue
0 / 5
Diagnostic layers (non-scoring)· 8
Content Decay
Trust Stack4
Platform Profiles4
Content Gap Opportunities2
Prompt Injection
Negative Signals
Web Verification
Template Coverage1
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.
01criticalcitations~$500/mo· medium Homepage has zero external citations
Add 2–3 outbound links to .edu/.gov, Wikipedia, or major publications to back your strongest claims.
02highcitations~$413/mo· medium Statistical claims are unsourced
Every % / 'X customers' / stat deserves an inline citation link to the origin study or publication.
03criticalschemaAuto-fix~$400/mo· medium No valid Organization JSON-LD
Add <script type='application/ld+json'> with @type:Organization including name, url, logo, and sameAs (≥3 social profiles).
04highstructure~$325/mo· medium No definition-lead opener in the first 150 tokens
Open the homepage with '<Brand> is a <category> that <differentiator>' — this is the single biggest lever for AI citability.
05highstructure~$325/mo· medium No FAQ section detected
Add a FAQ block with ≥5 question/answer pairs using <details>/<summary> or <h3>+<p> patterns. Also mark it up with FAQPage JSON-LD.
06highllmstxtAuto-fix~$250/mo· low llms.txt missing H1 title
Start llms.txt with '# <Project name>' as the H1 — per llmstxt.org this is the only required field.
07mediumstructure~$250/mo· medium Found 0 H1 elements (expected exactly 1)
Use exactly one H1, ensure the first H2 precedes any H3, and give every H2 a clear topic label (3+ words).
08mediumstructure~$250/mo· medium No 2–4 sentence summary paragraph above the fold
Add a 2–4 sentence paragraph immediately after the H1 summarising what the product is and who it serves.
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
$875
/mo recoverable
- 01
No valid Organization JSON-LD
schema · ~$400/mo
- 02
llms.txt missing H1 title
llmstxt · ~$250/mo
- 03
Core meta tags are incomplete
schema · ~$225/mo
The Writer
Echo
$3,143
/mo recoverable
- 01
Homepage has zero external citations
citations · ~$500/mo
- 02
Statistical claims are unsourced
citations · ~$413/mo
- 03
No FAQ section detected
structure · ~$325/mo
- + 9 more in queue
The Front Desk
Orbit
Nothing in Orbit's lane today. The other agents have the queue.
The Strategist
Atlas
$950
/mo recoverable
- 01
Authority trust layer is weak
trust_stack · ~$95/mo
- 02
Google ai readiness is underdeveloped
platform_profiles · ~$95/mo
- 03
Safety trust layer is weak
trust_stack · ~$95/mo
- + 7 more in queue
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