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Is mozilla.ai a Scam? Security Check Results - Mozilla.ai Reviews

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Is mozilla.ai Safe? Security Analysis for Mozilla.ai

Check if mozilla.ai is a scam or legitimate. Free security scan and reviews.

TechnologyN/asmall
Webflow CMSGoogle Fonts (Zilla Slab, Inter)Matomo AnalyticsjQuery 3.5.1JavaScript+1 more
Analyzed 9/5/2025Completed 7:00:51 PM
67
Security Score
MEDIUM RISK

AI Summary

Mozilla.ai is a technology-focused organization dedicated to empowering developers with trustworthy, open-source AI tools. It leverages Mozilla's legacy to build accessible AI solutions such as Any-Agent, Blueprints, and Lumigator, targeting developers seeking transparent and responsible AI integration. The website reflects a professional and consistent brand identity aligned with its mission and parent organization, the Mozilla Foundation. Technically, the site is built on modern web technologies including Webflow CMS, Google Fonts, and Matomo analytics, delivering fast performance and excellent mobile optimization. Security posture is solid with HTTPS enforced and no visible vulnerabilities, though improvements are recommended in security headers and published policies. Privacy compliance is good with clear links to Mozilla's comprehensive privacy and cookie policies, though a cookie consent mechanism is absent. Overall, the site is trustworthy and well-positioned in the emerging AI developer tools market, with a strong community presence via Discord and social media.

Detected Technologies

Webflow CMSGoogle Fonts (Zilla Slab, Inter)Matomo AnalyticsjQuery 3.5.1JavaScriptSVG graphics

🧠AI Business Intelligence

Technology stack, business insights, and market analysis powered by AI.

Business Intelligence

Market & Strategic Analysis

Mozilla.ai operates as an important entity within the technology sector, focusing on open-source AI tools for developers. Its business model centers on community-driven software development and collaboration, supported by the Mozilla Foundation. The organization targets developers and software engineers interested in trustworthy AI, offering tools that simplify AI integration and evaluation. Market positioning is emerging but credible due to Mozilla's brand equity. The company maintains a strong partnership ecosystem including related domains and social media channels. Revenue streams are not explicit but likely derive from community engagement and potential partnerships. Growth indicators include active project development and community outreach. Strategic observations highlight the importance of enhancing security transparency and contact accessibility to strengthen trust further.

Security Posture Analysis

Comprehensive Security Assessment

Mozilla.ai demonstrates a mature security posture with HTTPS enforced site-wide and no exposed sensitive data or vulnerable libraries detected. The use of Matomo analytics indicates a privacy-conscious approach to user tracking. However, the absence of explicit security headers such as Content Security Policy (CSP), HSTS, and X-Frame-Options represents an area for improvement. No published security policy or incident response information is available, which could hinder rapid response to security events. The lack of a vulnerability disclosure program or security.txt file limits external security collaboration. Overall, the security maturity is good but could be enhanced by formalizing policies and improving technical controls.

Strategic Recommendations

Priority Actions for Security Improvement

1

Implement and enforce security headers including CSP, HSTS, and X-Frame-Options to harden the site against common web attacks.

Observations

AI-powered comprehensive website and business analysis.

AI-Enhanced Website Analysis

Business Insights

Company:

Mozilla.ai

Description:

Mozilla.ai is a mission-driven organization focused on making AI trustworthy, accessible, and open-source. It builds tools for developers to integrate, innovate, and collaborate on responsible AI solutions, drawing on Mozilla's legacy of advocating for a free and open web.

Key Services:
Any-Agent - interface for evaluating different agent frameworksBlueprints - curated open-source AI application templatesLumigator - AI model evaluation tool
Content Quality:

excellent

Branding:

consistent

Technical Stack

Technologies:
Webflow CMSGoogle Fonts (Zilla Slab, Inter)Matomo AnalyticsjQuery 3.5.1JavaScriptSVG graphics
Performance:

fast

Mobile:

excellent

Accessibility:

good

SEO:

good

Security Assessment

Security Score:
85/100
Best Practices:
  • HTTPS enforced
  • No exposed sensitive data in HTML
  • No visible vulnerable libraries
  • No forms with sensitive inputs except newsletter signup

Analytics & Tracking

Services:
Matomo
Tracking Level:moderate
Privacy Compliance:good

Advertising & Marketing

Tracking Pixels:
Matomo
Marketing Tools:
Matomo Analytics
Transparency Level:good

Website Quality Assessment

Design Quality:excellent
User Experience:excellent
Content Relevance:excellent
Navigation Clarity:excellent
Professionalism:excellent
Trustworthiness:high

Key Observations

1

Website is fully accessible with no blocking or WAF challenges

🛡️Security Headers

HTTP security headers analysis and recommendations.

Security Headers

HTTP security headers analysis

60/100
Score

Missing X-Content-Type-Options header

MEDIUM

Prevents MIME type sniffing

Missing X-XSS-Protection header

MEDIUM

Legacy XSS protection (deprecated but still recommended)

Missing Referrer-Policy header

LOW

Controls referrer information sent with requests

Missing Permissions-Policy header

MEDIUM

Controls browser features and APIs

Sensitive data may be cached

LOW

Cache-Control header should include "no-store" for sensitive pages

👤GDPR Compliance

Privacy and data protection assessment under GDPR regulations.

GDPR Compliance

Privacy and data protection assessment

68/100
Score

No Cookie Consent Banner found

HIGH

GDPR requires explicit consent for non-essential cookies

No Data Protection Officer mentioned

LOW

Large organizations may need to designate a DPO under GDPR

Privacy policy may not be GDPR compliant

MEDIUM

Privacy policy lacks explicit GDPR compliance elements

GDPR Compliance Analysis

Privacy Policy85% confidence
Cookie Policy85% confidence
Contact Information Found90% confidence
phone

🛡️NIS2 Compliance

Network & Information Security Directive compliance assessment.

NIS2 Compliance

Network & Information Security Directive

2/100
Score

No information security framework found

HIGH

NIS2 requires documented cybersecurity and information security measures

No vulnerability disclosure policy

MEDIUM

NIS2 encourages coordinated vulnerability disclosure

No security policy documentation found

HIGH

NIS2 requires documented cybersecurity governance and risk management

No incident response procedures found

HIGH

NIS2 requires documented incident response and business continuity plans

No business continuity planning found

MEDIUM

NIS2 emphasizes operational resilience and business continuity

No security contact information

HIGH

NIS2 requires clear incident reporting channels

No vulnerability reporting mechanism

MEDIUM

Clear vulnerability reporting supports coordinated disclosure

No NIS2 reference found

LOW

Consider explicitly mentioning NIS2 compliance efforts

Critical sector without clear security compliance

HIGH

Detected sectors: energy, transport, digital

📧Email Security

SPF, DKIM, and DMARC validation and email security assessment.

Email Security

SPF, DKIM, and DMARC validation

87/100
Score

No MTA-STS Policy

MEDIUM

MTA-STS enforces TLS for email delivery

No TLS-RPT Record

LOW

TLS-RPT provides reporting for email TLS issues

SPF
Sender Policy Framework
DKIM
DomainKeys Identified Mail
DMARC
Domain-based Message Authentication
MX Records
Mail Exchange Records
BIMI
Brand Indicators
MTA-STS
Mail Transfer Agent Security
TLS-RPT
TLS Reporting
DNSSEC
DNS Security
SPF Details
Record:
v=spf1 include:%{i}._ip.%{h}._ehlo.%{d}._spf.vali.email ~all
DNS Lookups:1/10
Policy:~all
DKIM Selectors Found
Selector:google(1416-bit rsa)
DMARC Details
Policy:reject
Aggregate Reports:dmarc_agg@vali.email

🏆SSL/TLS Security

Certificate validity and encryption analysis.

SSL/TLS Security

Certificate validity and encryption analysis

62/100
Score

Weak Protocols Supported

HIGH

Server supports weak protocols: TLSv1.1

OCSP Stapling Not Enabled

LOW

OCSP stapling improves performance and privacy

Certificate Transparency Not Implemented

LOW

Certificate is not logged in Certificate Transparency logs

SSL Certificate Expires Within 90 Days

MEDIUM

SSL certificate expires in 45 days

Mixed Content Detected

MEDIUM

2 resources loaded over insecure HTTP

Partial SSL/TLS Assessment

LOW

Completed 3 of 4 security checks due to time constraints

Protocol Support

TLSv1.3TLSv1.2TLSv1.1

OCSP Status

OCSP Stapling Disabled

📊DNS Health

DNS configuration and security assessment.

DNS Health

DNS configuration and security assessment

70/100
Score

Unregistered MX Record

HIGH

MX record points to unregistered domain: pcoqh2djxl62cwukrjj3zmvkg2a2tshne6zrxrcwg43zceoeohra.mx-verification.google.com

DNSSEC Not Enabled

MEDIUM

DNSSEC is not configured for this domain

CAA Records Not Configured

LOW

Certificate Authority Authorization (CAA) records not found

Domain Registration Details

Domain Age
7 years(mature)
Expiry Risk
low(184 days)
Protection Level
strongDNSSEC OFF

DNS Records

A Records:75.2.70.75, 99.83.190.102
Name Servers:
ns1-240.akam.net
ns4-64.akam.net
ns5-65.akam.net
ns7-66.akam.net
MX Records:
5: alt1.aspmx.l.google.com
1: aspmx.l.google.com
10: alt4.aspmx.l.google.com
5: alt2.aspmx.l.google.com
10: alt3.aspmx.l.google.com
15: pcoqh2djxl62cwukrjj3zmvkg2a2tshne6zrxrcwg43zceoeohra.mx-verification.google.com
SOA:Serial: 59, TTL: 60s

DNSSEC Status

DNSSEC Not Enabled

DNS Performance

Resolution Time:118ms

SPF Analysis

SPF Record:
v=spf1 include:%{i}._ip.%{h}._ehlo.%{d}._spf.vali.email ~all

Network Security

Port scanning and network exposure analysis.

Network Security

Port scanning and network exposure analysis

100/100
Score

Good Network Security Posture

LOW

No unnecessary services detected on common risky ports

🔧Technical Analysis

Detailed technical findings and analysis from AI assessment.

Technical Analysis

Comprehensive security assessment findings

Additional Findings

The website is built using Webflow CMS, leveraging modern web standards and technologies such as SVG graphics, Google Fonts, and asynchronous JavaScript loading. Matomo analytics is used for privacy-respecting user tracking. The site is well optimized for performance and mobile devices, with clean and semantic HTML structure. No legacy or vulnerable libraries were detected. Hosting appears to be managed by Webflow, providing reliable infrastructure. Technical debt is minimal, and the site is well maintained. Opportunities exist to enhance security headers and implement cookie consent mechanisms to align with best practices and regulatory requirements.
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