AI Chatbot & Agent Detection

What is AI Chatbot & Agent Detection?

Identifies embedded chatbots (Intercom, Drift, custom LLM) and assesses prompt injection risk.

This vulnerability class falls under the Cryptography phase of the OWASP Testing Guide (WSTG-CLNT). Security engineers prioritise cryptography checks early in an assessment because weaknesses here provide a foothold that amplifies the severity of vulnerabilities found in later phases.

Security Impact

AI chatbots can be manipulated to reveal data. This module detects AI presence and recommends security controls.

Left undetected, ai chatbot & agent detection issues can persist unnoticed for months. Continuous automated scanning ensures your team receives an alert the moment a regression or new exposure is introduced — long before an attacker discovers it through manual enumeration or automated offensive tooling.

How DygDog Detects It

DygDog evaluates client-side security posture by examining Content Security Policies, DOM storage patterns, JavaScript library versions, and inter-origin communication channels.

The AI Chatbot & Agent Detection check is implemented as a passive scan module, meaning it never sends dangerous payloads or modifies application state. Scans complete in approximately 800 ms and run continuously in the background so your security posture reflects the current state of your site — not a point-in-time snapshot.

Remediation Approach

Deploy a restrictive Content Security Policy that eliminates unsafe-inline and unsafe-eval; keep third-party JavaScript dependencies updated and integrity-checked via SRI; and audit postMessage handlers for missing origin verification.

DygDog does not stop at detection. When a AI Chatbot & Agent Detection finding is confirmed, the platform generates infrastructure-aware, copy-paste-ready remediation snippets using frontier AI models. Instead of generic advice you need to adapt, you receive code that targets your exact server, framework, and configuration.

OWASP References

This check maps to the following OWASP Testing Guide test cases:

• WSTG-CLNT-01View OWASP WSTG →

Related Cryptography Checks

These checks belong to the same testing phase and are often assessed together:

• Email Authentication (SPF/DMARC)

  Validates SPF, DKIM, and DMARC DNS records for email spoofing protection.

• DNS Security (CAA/DNSSEC)

  Checks DNS CAA records for certificate authority restrictions and DNSSEC deployment status.

• API Surface Discovery

  Identifies exposed API endpoints, GraphQL introspection, Swagger/OpenAPI documentation, and API versioning.

• CVE/EPSS Threat Intelligence

  Enriches findings with NVD CVSS scores, FIRST EPSS exploit probability, and CISA KEV status.