Measures what GPT-5 believes about The Independent 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 Independent is firmly in the model's "general news publisher" 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 general news publishers right now? | 0 | 0/5 | — |
| What are the top general news publishers for daily reporting? | 0 | 0/5 | — |
| Which general news publishers are most trusted? | 0 | 0/5 | — |
| What are the most popular general news publishers online? | 0 | 0/5 | — |
| What are the best news publishers for national and world news? | 0 | 0/5 | — |
| Which general news publishers are worth subscribing to? | 0 | 0/5 | — |
| What are the most recommended general news publishers? | 0 | 0/5 | — |
| Which general news publishers have the best coverage overall? | 0 | 0/5 | — |
| What are the leading general news publishers in the US? | 0 | 0/5 | — |
| Which general news publishers are best for breaking news? | 0 | 0/5 | — |
| What are the best digital news publishers to follow? | 0 | 0/5 | — |
| Which general news publishers have the best reputation? | 0 | 0/5 | — |
| What are the top-rated general news publishers? | 0 | 0/5 | — |
| Which general news publishers cover politics, business, and culture well? | 0 | 0/5 | — |
| What are the best all-around general news publishers? | 0 | 0/5 | — |
Generated automatically from gaps and weaknesses in the analysis above, ranked by potential impact on the AI Visibility Score.
Your Authority is low across category queries. Users asking about your category do not see you. Priority: get listed in "best of" and "top N" articles for your category on domains with strong training-data crawl presence.
+10 to +25 on AuthorityThe model knows your brand when asked directly (LBA > 0) but never volunteers you in category queries. You are outside the model's go-to list. Co-mention density with established category leaders is the single biggest lever: get listed in "Top 10 X" articles alongside the brands the model currently names.
+10 to +30 on TOM over 12-18 monthsYour LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBAOther brands in the General News Publishers 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 6:05 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.