Measures what GPT-5 believes about DuckDuckGo from training alone, before any web search. We probe the model 5 times across 5 different angles and score 5 sub-signals.
High overlap with brand prompts shows DuckDuckGo is firmly in the model's "privacy-focused browser" category.
Unprompted recall on 15 high-volume discovery prompts, run 5 times each in pure recall mode (no web). Brands that surface here are baked into the model's training, not borrowed from live search.
| Discovery prompt | Volume | Appeared | Positions (5 runs) |
|---|---|---|---|
| What are the best privacy-focused browsers? | 5,400 | 1/5 | 5 |
| What is the most private browser for everyday use? | 1,000 | 0/5 | — |
| Which browsers are best for protecting my privacy online? | 40,500 | 3/5 | 5, 6, 5 |
| What are the top browsers that block trackers and ads by default? | 0 | 5/5 | 2, 4, 4, 4, 5 |
| What are the most recommended browsers for private browsing? | 0 | 1/5 | 5 |
| Which privacy-focused browser should I use? | 4,400 | 0/5 | — |
| What are the best anonymous browsing options? | 260 | 0/5 | — |
| What browser has the best privacy features? | 0 | 0/5 | — |
| What are the top secure browsers for privacy? | 170 | 0/5 | — |
| Which browsers are best at stopping fingerprinting? | 30 | 0/5 | — |
| What are the best browsers with built-in tracker blocking? | 0 | 5/5 | 4, 4, 4, 4, 4 |
| What are the best browsers for people who care about privacy? | 720 | 1/5 | 6 |
| What are the most popular privacy browsers right now? | 0 | 5/5 | 4, 4, 4, 4, 4 |
| What browsers are best for private web browsing? | 3,600 | 2/5 | 5, 6 |
| What are the best browsers that minimize tracking online? | 0 | 2/5 | 4, 6 |
This report focuses on Privacy-Focused Browsers because that is where DuckDuckGo scores highest. The model also evaluates it against the industries below, with their own prompts and competitor sets. Click any industry for its full leaderboard.
Generated automatically from gaps and weaknesses in the analysis above, ranked by potential impact on the AI Visibility Score.
Your LBA is low. The model has limited or no specific beliefs about your brand. Focus on authoritative third-party coverage: Wikipedia, industry-specific publications, founder interviews on podcasts with transcripts, and "best of" list articles.
+10 to +25 on LBA over 12-24 monthsYour TOM is solid on specialty queries but weaker on broad category questions. Seed content that frames your brand in the exact phrasing users use in broad queries, not just your specialty sub-category.
+5 to +15 on TOMOther brands in the Privacy-Focused Browsers industry, ranked by overall AI Visibility Score.
Every score on this page is reproducible. Below is exactly what we ran and how we computed each number.
(LBA × Authority × TOM)^(1/3). Geometric mean is used so that any single weak metric pulls the overall score down, rather than being masked by strength elsewhere.
quality × meta × stability × share × recognition × 100. Each sub-signal is on a 0-1 scale. Read the full LBA methodology →
Analysis run on April 23, 2026 at 6:52 AM
Click a prompt to expand its responses. 114 total responses across 72 prompts.