Automated scanning (category)
Impactr vs Vulnerability Scanners
Vulnerability scanners flag possible known issues; Impactr investigates, chains, and proves exploitable attack paths.
Vulnerability Scanners
Vulnerability scanners (DAST and related automated tools) test applications against known signatures and heuristics and report potential issues. They provide fast, repeatable breadth and are a useful baseline, but they pattern-match rather than reason, so they miss logic and access-control flaws and leave findings to be triaged.
Impactr
Impactr is an autonomous AI penetration testing platform for web apps and APIs. AI agents investigate the application like a human tester, chain individually low-severity findings into real attack paths, and prove each with a reproducible exploit - continuously, on every deploy.
Key differences
| Vulnerability Scanners | Impactr | |
|---|---|---|
| Method | Signature and heuristic matching | AI investigation and reasoning |
| Chaining | Reports issues in isolation | Chains into real attack paths |
| False positives | Often require heavy triage | Validated before reporting |
| Logic & access control | Frequently missed | Core strength |
| Best at | Fast baseline breadth | Proven, chained, high-signal findings |
When Vulnerability Scanners is the right choice
Choose a scanner for fast, repeatable baseline coverage of known issues across many applications.
When Impactr is the right choice
Choose Impactr when you need to know what an attacker could actually do - chained, proven attack paths, not a list of maybes.
FAQ
Is autonomous pentesting just a smarter vulnerability scanner?
No. A scanner reports potential known issues to triage. Autonomous pentesting investigates the application, chains findings into real attack paths, and proves exploitability with reproducible evidence - a fundamentally different, reasoning-based approach.
Related
See what Impactr finds in your app
Autonomous, continuous penetration testing that investigates, chains, and proves impact with reproducible evidence.
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