AX 감사 보고서

https://menza.ai

August 12, 20261937ms response

69AX score / 100

Needs work

Readiness diagnosis

This site needs work before agents can use it reliably. Address the priority findings to improve readiness.

0개 심각

2 warnings

28개 통과

Current constraintAgent Integration42%

Five readiness layers

Readiness orbit

The shape reveals where an agent journey breaks down, from finding the site to completing useful work.

Evidence profile

30 checks recorded

Passed vs. material gaps

Critical

Warnings

Passed

Discovery

7.3 / 13 weighted points

56%

Identity

14.9 / 22 weighted points

68%

Access

28.3 / 31 weighted points

91%

Agent Integration

Current constraint

10.0 / 24 weighted points

42%

User Experience

8.7 / 10 weighted points

87%

Start here

Top Priorities

Select the highest-impact Findings to include in your Fix Plan.

No llms.txt file found — AI agents cannot discover your services

에이전트 상호작용

Review

Explore the audit

Findings and fixes

에이전트 상호작용

Actionability

All Findings

robots.txt allows all major AI crawlers

Page returns HTTP 200

Page content available without JavaScript

No CAPTCHA or bot protection detected

Found 2 JSON-LD structured data blocks

Business schema found: Organization

Schema has 4 fields — consider adding more for better AI comprehension

OpenGraph tags complete (title, description, image)

Meta tags complete (title, description, canonical)

No llms.txt file found — AI agents cannot discover your services
Create a /llms.txt file at your site root:

# Your Business Name

> Brief description of your business.

## Services
- [Service 1](/service-1): Description
- [Service 2](/service-2): Description

See https://llmstxt.org for the full spec.

No MCP server or AI agent endpoint detected — agents cannot interact with your business
Set up a Model Context Protocol (MCP) server so AI agents can interact with your business directly. This allows agents to book appointments, check availability, and more.

With Dashform, you can add MCP support to your website in minutes — no coding required.

Alternatively, create /.well-known/ai-plugin.json for ChatGPT plugin compatibility.

Sitemap found at https://menza.ai/sitemap-index.xml (declared in robots.txt)

Embedded conversion target declared — agents can act on the funnel's conversion URL
Conversion URL: https://cal.com/mariam-ahmed-menza/menza-demo

Booking/scheduling integration detected

Direct contact link found, but no on-page form for agents

Live chat / conversational widget detected

CTA buttons have descriptive labels

HTML semantic structure is well-formed

99% of images have alt text (100/101)

Sufficient text content available for AI extraction

4 social media links found

Schema.org sameAs links found (cross-platform identity)

No Google Maps or Business Profile presence detected — AI agents may not verify your location
Claim your Google Business Profile at https://business.google.com and embed a Google Maps link or iframe on your page. AI agents use Google Maps data to verify business locations.

Contact information detected (phone, email)

Response time is 1.9s — acceptable, could be faster

Lean HTML payload (85KB)

Response is compressed (br)

No caching headers — repeat agent fetches can't be revalidated

Author/publisher identity declared in schema

No review/rating schema — agents can't surface your reputation

No HSTS or CSP headers detected
Add Strict-Transport-Security and Content-Security-Policy headers — they signal a well-maintained, trustworthy origin.

Content dates (dateModified/datePublished) present in schema

Footer/copyright year is current

HTTPS enabled

SSL certificate valid

Privacy policy link found

Terms of service link found

AX 감사 보고서

menza.ai

AX 감사 보고서

https://menza.ai

August 12, 20261937ms response

69AX score / 100

Needs work

Readiness diagnosis

This site needs work before agents can use it reliably. Address the priority findings to improve readiness.

0개 심각

2 warnings

28개 통과

Current constraintAgent Integration42%

Five readiness layers

Readiness orbit

The shape reveals where an agent journey breaks down, from finding the site to completing useful work.

Evidence profile

30 checks recorded

Passed vs. material gaps

Critical

Warnings

Passed

Discovery

7.3 / 13 weighted points

56%

Identity

14.9 / 22 weighted points

68%

Access

28.3 / 31 weighted points

91%

Agent Integration

Current constraint

10.0 / 24 weighted points

42%

User Experience

8.7 / 10 weighted points

87%

Start here

Top Priorities

Select the highest-impact Findings to include in your Fix Plan.

No llms.txt file found — AI agents cannot discover your services

에이전트 상호작용

Review

Explore the audit

Findings and fixes

에이전트 상호작용

Actionability

All Findings

robots.txt allows all major AI crawlers

Page returns HTTP 200

Page content available without JavaScript

No CAPTCHA or bot protection detected

Found 2 JSON-LD structured data blocks

Business schema found: Organization

Schema has 4 fields — consider adding more for better AI comprehension

OpenGraph tags complete (title, description, image)

Meta tags complete (title, description, canonical)

No llms.txt file found — AI agents cannot discover your services
Create a /llms.txt file at your site root:

# Your Business Name

> Brief description of your business.

## Services
- [Service 1](/service-1): Description
- [Service 2](/service-2): Description

See https://llmstxt.org for the full spec.

No MCP server or AI agent endpoint detected — agents cannot interact with your business
Set up a Model Context Protocol (MCP) server so AI agents can interact with your business directly. This allows agents to book appointments, check availability, and more.

With Dashform, you can add MCP support to your website in minutes — no coding required.

Alternatively, create /.well-known/ai-plugin.json for ChatGPT plugin compatibility.

Sitemap found at https://menza.ai/sitemap-index.xml (declared in robots.txt)

Embedded conversion target declared — agents can act on the funnel's conversion URL
Conversion URL: https://cal.com/mariam-ahmed-menza/menza-demo

Booking/scheduling integration detected

Direct contact link found, but no on-page form for agents

Live chat / conversational widget detected

CTA buttons have descriptive labels

HTML semantic structure is well-formed

99% of images have alt text (100/101)

Sufficient text content available for AI extraction

4 social media links found

Schema.org sameAs links found (cross-platform identity)

No Google Maps or Business Profile presence detected — AI agents may not verify your location
Claim your Google Business Profile at https://business.google.com and embed a Google Maps link or iframe on your page. AI agents use Google Maps data to verify business locations.

Contact information detected (phone, email)

Response time is 1.9s — acceptable, could be faster

Lean HTML payload (85KB)

Response is compressed (br)

No caching headers — repeat agent fetches can't be revalidated

Author/publisher identity declared in schema

No review/rating schema — agents can't surface your reputation

No HSTS or CSP headers detected
Add Strict-Transport-Security and Content-Security-Policy headers — they signal a well-maintained, trustworthy origin.

Content dates (dateModified/datePublished) present in schema

Footer/copyright year is current

HTTPS enabled

SSL certificate valid

Privacy policy link found

Terms of service link found

https://menza.ai

Readiness orbit

Top Priorities

Findings and fixes

All Findings

Turn audit findings into an agent-ready funnel.

menza.ai

https://menza.ai

Readiness orbit

Top Priorities

Findings and fixes

All Findings

Turn audit findings into an agent-ready funnel.