Bitdefender vs Malwarebytes
AI visibility head-to-head, Antivirus Software — run #58 (2026-07-13). Bitdefender leads with statistical confidence (non-overlapping 95% CIs).
Bitdefender · leads
47.9
95% CI45.3–50.5
Industry rank#2
perplexity48.0
google54.1
openai46.6
anthropic41.9
vs
By question type
Share of answers mentioning each brand, split by the intent behind the question. The panel asks 10 prompts of each type, so a lead here shows where one brand wins — not just that it wins overall.
| Question type | Bitdefender | Malwarebytes |
|---|---|---|
| Recommendations “What's the best option for me?” | 88% | 64% |
| Comparisons “How do the top options stack up?” | 25% | 10% |
| Ready to buy “Which one should I actually get?” | 71% | 38% |
| Problem-solving “I have this problem — what fixes it?” | 57% | 63% |
| Informational “How does this kind of product work?” | 35% | 25% |
Bold marks the higher point estimate; the headline verdict above uses non-overlapping confidence intervals. Methodology