code-review-graph

code-review-graph.com

PDF Activate team

PARTIAL

Apr 23, 11:30 PM · 28.7s

Monthly leak

Estimated

Issues

Ranked by $

AI bot access

0 / 14

14 AI crawlers checked

Runtime cite rate

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

Google

ChatGPT-User

OpenAI

Meta-ExternalAgent

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

live

0/2cited

1st

Top 3

Brand

0% cite rate · 22432ms avg

ChatGPT

off

Engine not configured.

Perplexity

off

Engine not configured.

Gemini

off

Engine not configured.

Runtime panel cost: $0.14

Dimension scores

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

15 / 20

Citation Density2 issues

10 / 20

Crawler Access

15 / 15

Schema Markup3 issues

0 / 15

Entity Clarity4 issues

0 / 10

Agent Readiness1 issue

9 / 10

llms.txt1 issue

0 / 10

Freshness1 issue

0 / 5

Off-site Authority (proxy)

1 / 5

Diagnostic layers (non-scoring)· 8

Template Coverage1

Platform Profiles4

Negative Signals

Web Verification

Prompt Injection

Content Decay

Trust Stack4

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.

01highschemaAuto-fix~$500/mo· medium
FAQ section exists but is not marked up as FAQPage JSON-LD
Wrap the FAQ with a FAQPage JSON-LD block so AI engines can lift the Q/A pairs verbatim.
02highcitations~$413/mo· medium
External links exist but none hit the authoritative allowlist
Cite at least one .edu/.gov, Wikipedia, IETF/W3C spec, or tier-1 publication near your flagship claims.
03highcitations~$413/mo· medium
Statistical claims are unsourced
Every % / 'X customers' / stat deserves an inline citation link to the origin study or publication.
04criticalschemaAuto-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).
05mediumagent_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.
06highstructure~$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.
07criticalllmstxtAuto-fix~$300/mo· low
No /llms.txt file found
Publish /llms.txt at the site root with '# <Project>' + a short summary + H2 sections linking to canonical doc URLs.
08mediumfreshnessAuto-fix~$275/mo· medium
No last-updated signal on homepage
Add <time datetime='YYYY-MM-DD'>Updated ...</time> or article:modified_time meta, or expose dateModified in Article JSON-LD.

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

$1,425

/mo recoverable

01
FAQ section exists but is not marked up as FAQPage JSON-LD
schema · ~$500/mo
02
No valid Organization JSON-LD
schema · ~$400/mo
03
No /llms.txt file found
llmstxt · ~$300/mo
+ 1 more in queue

Activate Nova →

The Writer

Echo

$2,230

/mo recoverable

01
External links exist but none hit the authoritative allowlist
citations · ~$413/mo
02
Statistical claims are unsourced
citations · ~$413/mo
03
No definition-lead opener in the first 150 tokens
structure · ~$325/mo
+ 6 more in queue

Activate Echo →

The Front Desk

Orbit

$400

/mo recoverable

01
No agent discovery file detected
agent_readiness · ~$400/mo

Activate Orbit →

The Strategist

Atlas

$1,130

/mo recoverable

01
No last-updated signal on homepage
freshness · ~$275/mo
02
Template coverage is limited in homepage-only scans
template_coverage · ~$95/mo
03
Technical trust layer is weak
trust_stack · ~$95/mo
+ 7 more in queue

code-review-graph

14 AI crawlers checked.

Can the AI engines find you?

Ordered by the money on the table.

FAQ section exists but is not marked up as FAQPage JSON-LD

External links exist but none hit the authoritative allowlist

Statistical claims are unsourced

No valid Organization JSON-LD

No agent discovery file detected

No definition-lead opener in the first 150 tokens

No /llms.txt file found

No last-updated signal on homepage

What each agent would fix first.

Nova

Echo

Orbit

Atlas

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