Measures what GPT-5 believes about Casablanca 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 Casablanca is firmly in the model's "professional non-linear editor" 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 professional non-linear editor options for filmmakers? | 0 | 0/5 | — |
| Which professional non-linear editor is most popular for video editing? | 0 | 0/5 | — |
| What are the top professional non-linear editor brands right now? | 0 | 0/5 | — |
| Which professional non-linear editor do most editors recommend? | 0 | 0/5 | — |
| What is the best professional non-linear editor for advanced editing? | 0 | 0/5 | — |
| What are the best non-linear editing systems for professionals? | 0 | 0/5 | — |
| Which professional non-linear editor is best for high-end content creation? | 0 | 0/5 | — |
| What professional non-linear editors are industry standard? | 0 | 0/5 | — |
| What are the most recommended editing software options for professional work? | 0 | 0/5 | — |
| Which professional video editors are best for timeline editing and color work? | 0 | 0/5 | — |
| What are the top choices for professional film editing software? | 1,000 | 0/5 | — |
| What are the best non-linear editors for broadcast professionals? | 0 | 0/5 | — |
| Which professional editing platform should I choose for post-production? | 0 | 0/5 | — |
| What are the leading professional video editing platforms? | 0 | 0/5 | — |
| What is the most widely used professional non-linear editor? | 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 monthsThe model knows your category but may not name your specific products. Get product-level content into independent reviews, comparison articles, and ranked lists.
+5 to +15 on LBAOther brands in the Professional NLEs 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 22, 2026 at 10:03 PM
Click a prompt to expand its responses. 210 total responses across 72 prompts.