Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about The Verge without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about The Verge 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 The Verge is firmly in the model's "tech & science outlet" 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 tech and science news outlets? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| Which tech and science publications are most respected? | 0 | 4/5 | 5, 6, 5, 4 |
| What are the top tech and science outlets for readers? | 0 | 5/5 | 1, 2, 1, 2, 1 |
| Which digital publications cover both technology and science well? | 10 | 5/5 | 4, 8, 3, 1, 2 |
| What are the most popular tech and science magazines online? | 0 | 5/5 | 2, 2, 2, 2, 3 |
| What are the best tech news sites with science reporting? | 0 | 5/5 | 3, 3, 3, 3, 5 |
| Which outlets are good for startup and technology news? | 0 | 5/5 | 4, 2, 4, 2, 4 |
| What are the most recommended science and tech newsletters? | 0 | 1/5 | 2 |
| What are the best subscription tech and science publications? | 0 | 3/5 | 12, 4, 5 |
| Which tech and science outlets are worth paying for? | 0 | 2/5 | 1, 1 |
| What are the top independent tech and science publications? | 0 | 4/5 | 3, 6, 3, 1 |
| Which tech and science outlets are best for enthusiasts? | 0 | 5/5 | 4, 2, 2, 2, 1 |
| What are the best science journalism sites for general readers? | 0 | 0/5 | — |
| What are the leading tech media outlets online? | 0 | 5/5 | 2, 2, 2, 2, 1 |
| Which tech and science outlets have the best newsletters? | 0 | 4/5 | 2, 2, 1, 1 |
Generated automatically from gaps and weaknesses in the analysis above, ranked by potential impact on the AI Visibility Score.
You score 60 on recall but only 8 on retrieval (gap of +51.9). 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 gapYour LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBACore 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 Tech & Science Outlets 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 6:03 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.