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Is fiddler.ai a Scam? Security Check Results - Fiddler AI Reviews

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Is fiddler.ai Safe? Security Analysis for Fiddler AI

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

TechnologyUnited Statesmedium
Webflow CMSVidyard video embedGoogle Tag ManagerMarketoHotjar+8 more
Analyzed 9/5/2025Completed 8:14:26 PM
67
Security Score
MEDIUM RISK

AI Summary

Fiddler AI is a technology company specializing in AI observability, model monitoring, and responsible AI solutions. Their platform provides enterprises and government agencies with tools to monitor, analyze, and secure AI agents, large language models, and machine learning models. Positioned as a leader in AI observability, Fiddler serves Fortune 500 companies and government clients, offering integrations with major cloud and AI platforms such as Amazon SageMaker, Google Cloud, NVIDIA, Databricks, and Datadog. The website reflects a mature digital presence with comprehensive content, multimedia, and resources aimed at AI builders and governance teams. Technically, the website is built on Webflow CMS and leverages a modern tech stack including various analytics and marketing tools such as Google Tag Manager, Marketo, Hotjar, and Intellimize. The site is well-optimized for performance, mobile responsiveness, and SEO. Security best practices are observed with HTTPS, security headers, and no visible vulnerabilities. Privacy and cookie policies are present with consent mechanisms, indicating good compliance posture. Security-wise, the site demonstrates a strong posture with enterprise-grade security standards, though explicit incident response contacts and vulnerability disclosure policies are not publicly found. The WHOIS data is privacy protected, which is common for technology SaaS companies, and no suspicious patterns were detected. Overall, the domain and website appear legitimate and trustworthy. The risk assessment is low with no critical issues detected. Strategic recommendations include publishing incident response contacts and vulnerability disclosure policies to enhance transparency and trust. The website scores highly on content quality, technical implementation, security, privacy compliance, and business credibility, making it a professional and reliable digital asset for Fiddler AI.

Detected Technologies

Webflow CMSVidyard video embedGoogle Tag ManagerMarketoHotjarMicrosoft ClarityLinkedIn Insight TagFacebook PixelTwitter UWTBing AdsReddit PixelFinsweet CMS toolsIntellimize A/B testing

🧠AI Business Intelligence

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

Business Intelligence

Market & Strategic Analysis

Fiddler AI operates in the AI technology sector, focusing on AI observability and responsible AI governance. Their business model is B2B SaaS, targeting enterprise customers and government agencies that deploy AI and machine learning models at scale. The company leverages partnerships with leading cloud and AI providers to enhance its platform capabilities and market reach. Their competitive advantage lies in comprehensive AI monitoring, trust services, and agentic observability, addressing critical needs in AI governance and compliance. The presence of Fortune 500 clients and government customers signals strong market validation and growth potential. The company maintains a robust content and resource ecosystem to educate and engage its target audience, supporting sales and customer success efforts.

Extracted Contact Information

Marketing Intelligence Data

Security Posture Analysis

Comprehensive Security Assessment

Fiddler AI's website demonstrates a mature security posture with HTTPS enforced, multiple security headers, and no exposed sensitive information. The use of enterprise-grade security standards is indicated on their security page, though specific frameworks like ISO 27001 or NIST are not explicitly mentioned. Privacy policies and cookie consent mechanisms are implemented, supporting GDPR compliance. However, the absence of publicly available incident response contacts and vulnerability disclosure policies represents a minor gap in transparency. No vulnerabilities or outdated libraries were detected in the website content. Overall, the security posture is strong and appropriate for a technology SaaS provider handling sensitive AI data.

Strategic Recommendations

Priority Actions for Security Improvement

1

Publish explicit incident response and security contact information on the website.

Observations

AI-powered comprehensive website and business analysis.

AI-Enhanced Website Analysis

Business Insights

Company:

Fiddler AI

Description:

Fiddler is the all-in-one AI Observability and Security platform for responsible AI. Monitoring and analytics capabilities provide a common language, centralized controls, and actionable insights to operationalize production ML models, GenAI, and LLM applications with trust. An integral part of the platform, the Fiddler Trust Service provides quality and moderation controls for LLM applications. Powered by cost-effective, task-specific, and scalable Fiddler-developed trust models — including cloud and VPC environments for secure environments — it delivers the fastest guardrails in the industry.Fortune 500 organizations use Fiddler to scale LLM and ML deployments to deliver high performance AI, reduce costs, and be responsible in governance.

Key Services:
AI ObservabilityModel MonitoringLLM MonitoringAgentic ObservabilityFiddler Trust Service
Content Quality:

excellent

Branding:

consistent

Technical Stack

Technologies:
Webflow CMSVidyard video embedGoogle Tag ManagerMarketoHotjarMicrosoft ClarityLinkedIn Insight TagFacebook PixelTwitter UWTBing AdsReddit PixelFinsweet CMS toolsIntellimize A/B testing
Platforms:
Webflow
Performance:

fast

Mobile:

excellent

Accessibility:

good

SEO:

good

Security Assessment

Security Score:
90/100
Best Practices:
  • HTTPS enforced
  • Security headers present
  • No exposed sensitive data in HTML
  • Use of secure cookies and consent mechanisms

Analytics & Tracking

Services:
Google AnalyticsMicrosoft ClarityHotjarLinkedIn Insight TagFacebook PixelTwitter UWTBing AdsReddit Pixel
Tracking Level:extensive
Privacy Compliance:good

Advertising & Marketing

Ad Networks:
Bing AdsFacebook AdsTwitter AdsReddit Ads
Tracking Pixels:
Facebook PixelLinkedIn Insight TagMicrosoft ClarityHotjarGoogle Analytics (via GTM)
Marketing Tools:
MarketoIntellimize
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 rich content and multimedia.

🛡️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

53/100
Score

No Cookie Policy found

HIGH

GDPR requires clear information about cookie usage

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 Policy0% confidence
Contact Information Found90% confidence
phone

🛡️NIS2 Compliance

Network & Information Security Directive compliance assessment.

NIS2 Compliance

Network & Information Security Directive

17/100
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

📧Email Security

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

Email Security

SPF, DKIM, and DMARC validation

85/100
Score

No BIMI Record

LOW

BIMI displays brand logos in email clients

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:_spf.google.com include:mktomail.com include:_spf.sendergen.com include:spf.mandrillapp.com ~all
DNS Lookups:4/10
Policy:~all
DKIM Selectors Found
Selector:google(1248-bit rsa)
DMARC Details
Policy:quarantine
Aggregate Reports:alerts@fiddler.ai

🏆SSL/TLS Security

Certificate validity and encryption analysis.

SSL/TLS Security

Certificate validity and encryption analysis

72/100
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 31 days

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

60/100
Score

DNSSEC Not Enabled

MEDIUM

DNSSEC is not configured for this domain

CAA Records Not Configured

LOW

Certificate Authority Authorization (CAA) records not found

Potential Subdomain Takeover

HIGH

Subdomain dev.fiddler.ai points to unregistered service dualstack.a4adce1372de147448107a1154568510-1878949999.us-west-2.elb.amazonaws.com

Domain Delete Lock Not Enabled

LOW

Domain can be deleted without additional verification

Domain Registration Details

Domain Age
7 years(mature)
Expiry Risk
none(1640 days)
Protection Level
basicDNSSEC OFF
Suspicious Indicators Detected
  • Privacy/proxy registration detected

DNS Records

A Records:99.83.190.102, 75.2.70.75
Name Servers:
ns-1359.awsdns-41.org
ns-1628.awsdns-11.co.uk
ns-421.awsdns-52.com
ns-911.awsdns-49.net
MX Records:
1: aspmx.l.google.com
10: alt3.aspmx.l.google.com
10: alt4.aspmx.l.google.com
5: alt1.aspmx.l.google.com
5: alt2.aspmx.l.google.com
SOA:Serial: 2022080201, TTL: 86400s

DNSSEC Status

DNSSEC Not Enabled

DNS Performance

Resolution Time:50ms

SPF Analysis

SPF Record:
v=spf1 include:_spf.google.com include:mktomail.com include:_spf.sendergen.com include:spf.mandrillapp.com ~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 technologies and a comprehensive set of analytics and marketing tools including Google Tag Manager, Marketo, Hotjar, Microsoft Clarity, and Intellimize. Video content is embedded via Vidyard. The site is well-optimized for performance, mobile responsiveness, and SEO best practices. The technical infrastructure supports a professional and scalable digital presence suitable for enterprise clients. No technical debt or deprecated technologies were identified. Hosting appears to be managed by Identity Digital, consistent with Webflow hosting. The site uses multiple third-party integrations for marketing and analytics, indicating a mature digital marketing strategy.
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