This page explains exactly how reviews on AI Cybersecurity Tools are produced. Google calls this “demonstrating experience and trustworthiness” — we just call it showing our work.
Our Scoring System
Every reviewed tool receives a Security Score from 0 to 10, weighted across five criteria:
- Detection & AI capability (30%) — how well the AI/ML features detect real threats, referencing independent testing (AV-TEST, AV-Comparatives, MITRE ATT&CK evaluations) where available.
- Ease of deployment (20%) — can a small business set this up without a dedicated security team?
- Pricing & value (20%) — transparent pricing, fair per-seat costs, and whether a free trial or tier exists.
- Management & usability (15%) — dashboard quality, alerting, and false-positive handling.
- Support & documentation (15%) — response channels, knowledge base quality, and SMB-appropriate support plans.
What the Scores Mean
- 9.0–10: Outstanding — best-in-class for its category
- 8.0–8.9: Excellent — recommended with minor reservations
- 7.0–7.9: Very good — strong choice for specific use cases
- 6.0–6.9: Good — capable, but better options usually exist
- Below 6: Not recommended for most small businesses
Updates and Corrections
Security software changes fast. We revisit reviews when vendors ship major updates or change pricing, and each article shows its last-updated date. If you spot something outdated or incorrect, please tell us — we correct errors promptly and note material corrections in the article.
Independence
Vendors do not see reviews before publication, cannot pay for placement, and affiliate relationships (disclosed here) have no effect on scores.