Measures what GPT-5 believes about Privacy Badger 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 Privacy Badger is firmly in the model's "anti-tracking extension" 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 anti-tracking extensions for Chrome? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| Which anti-tracking extension is most recommended right now? | 0 | 5/5 | 2, 3, 2, 2, 3 |
| What are the top anti-tracking extensions for privacy? | 0 | 5/5 | 2, 2, 4, 2, 2 |
| Which anti-tracking browser extensions are popular? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| What is the best anti-tracking extension to stop ads and trackers? | 0 | 5/5 | 2, 2, 5, 6, 2 |
| Which anti-tracking extensions are best for everyday browsing? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| What are the most trusted anti-tracking extensions? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| What anti-tracking extension do people use to block tracking cookies? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| Which anti-tracking extensions are easiest to use? | 0 | 5/5 | 1, 2, 1, 2, 1 |
| What are the best privacy extensions that stop tracking? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| Which browser extensions help prevent online tracking the most? | 0 | 5/5 | 2, 6, 2, 2, 2 |
| What are the top-rated anti-tracking add-ons for browsers? | 0 | 5/5 | 2, 2, 2, 6, 2 |
| What anti-tracking extensions are best for beginners? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| Which anti-tracking extensions work well across websites? | 0 | 5/5 | 2, 2, 2, 5, 2 |
| What are the best browser plugins for reducing online surveillance? | 0 | 5/5 | 2, 2, 2, 2, 2 |
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 monthsYou score 91 on recall but only 67 on retrieval (gap of +23.6). Training-data authority is outpacing your current web footprint. Publish fresh, well-cited content to keep search-augmented responses including your brand.
Close the fragility gapCore TOM is strong. Watch for specific differentiators (slogans, signature products) that appear in only some iterations. Push those into training-data-crawled headlines.
Maintain / refine TOMOther brands in the Anti-Tracking Extensions 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 6:55 AM
Click a prompt to expand its responses. 101 total responses across 72 prompts.