Bitdefender vs Webroot
AI visibility head-to-head, Antivirus Software — run #89 (2026-08-01). Bitdefender leads with statistical confidence (non-overlapping 95% CIs).
Bitdefender · leads
46.7
95% CI44.1–49.1
Industry rank#2
openai45.3
anthropic42.5
google54.8
perplexity38.8
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 | Webroot |
|---|---|---|
| Recommendations “What's the best option for me?” | 83% | 3% |
| Comparisons “How do the top options stack up?” | 25% | 10% |
| Ready to buy “Which one should I actually get?” | 61% | 3% |
| Problem-solving “I have this problem — what fixes it?” | 52% | 3% |
| Informational “How does this kind of product work?” | 28% | 0% |
Bold marks the higher point estimate; the headline verdict above uses non-overlapping confidence intervals. Methodology
Wondering how your own brand stacks up?
See exactly what ChatGPT, Claude, Gemini, and Perplexity say about any brand — yours, a client's, a rival's. Free baseline scan, no credit card.
Scan your brand free →