Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31
Stairwell offers a data search approach to cybersecurity, providing continuous threat assessment and malware detection. It helps organizations identify and track malware across their systems with unprecedented speed and scale.
Traffic & engagement
Search demand
AI referral visibility
Product profile
Traffic makes more sense when you can connect it to the actual product promise.
“Stairwell”
Stairwell offers a data search approach to cybersecurity, providing continuous threat assessment and malware detection. It helps organizations identify and track malware across their systems with unprecedented speed and scale.
4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.
Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.
Canonical website: https://stairwell.com
Observed across 1 discovery source.
Research questions
Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.
Stairwell provides a data search approach to cybersecurity for continuous threat assessment and malware detection. It helps organizations identify and track malware across their systems, solving the problem of threats that evade conventional detection tools. It reasons through every executable file to find threats others miss, map their spread, and provide evidence to close cases.
Stairwell offers features including autonomous detection that analyzes every new executable, instant and continuous retro-hunting that re-scans file history with new intelligence, blast radius mapping to track malware variants across all hosts and time, and recommended actions delivered via campaign reports mapped to MITRE. It preserves file history for re-evaluation.
Stairwell analyzes the files themselves rather than relying solely on signatures or behavioral detections, making it resistant to AI malware by design. It continuously re-examines the entire file history as new intelligence arrives, so previously unknown threats can surface and dormant malware gets caught.
Stairwell is used as an AI-powered Security Operations Center (SOC) platform for threat detection, investigation, and evidence analysis. It is used in security operations, incident response, and threat hunting situations to discover hidden malware, map blast radius, and prove remediation effectiveness, especially when attackers evade initial alerts.
Stairwell is for cybersecurity teams and security operations centers (SOCs) within organizations that need to defend against sophisticated malware campaigns. It is designed for teams that need to investigate threats, close security cases, and prove containment or remediation of incidents.
Stairwell is an AI-powered Security Operations Center (SOC) platform built on ground truth. It is a data search approach to cybersecurity designed for continuous threat assessment and malware analysis within enterprise environments.
Behind the lock
Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured