Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Filmora without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about Filmora 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 Filmora is firmly in the model's "consumer video 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 consumer video editor apps for beginners? | 170 | 4/5 | 5, 5, 4, 4 |
| What are the top consumer video editing software options for casual creators? | 1,000 | 5/5 | 4, 3, 4, 5, 2 |
| Which video editor is most recommended for social media videos? | 110 | 0/5 | — |
| What are the most popular video editors for everyday use? | 70 | 5/5 | 6, 6, 6, 4, 4 |
| What consumer video editor should I use for quick edits? | 0 | 4/5 | 3, 3, 4, 4 |
| What are the best easy video editing apps for non-professionals? | 480 | 0/5 | — |
| Which video editors have the best templates for casual creators? | 40 | 1/5 | 7 |
| What are the best video editing apps for TikTok and Instagram? | 0 | 0/5 | — |
| What are the best simple video editors for Windows and Mac? | 0 | 5/5 | 1, 3, 3, 1, 4 |
| Which consumer video editing software is easiest to learn? | 2,400 | 4/5 | 3, 3, 3, 3 |
| What are the best video editors for making YouTube videos at home? | 50 | 4/5 | 6, 4, 3, 2 |
| What are the top-rated video editor apps for mobile creators? | 20 | 0/5 | — |
| Which video editor is best for adding captions and music quickly? | 0 | 0/5 | — |
| What are the best affordable consumer video editing tools? | 0 | 5/5 | 3, 2, 6, 2, 3 |
| What video editors do most casual creators use? | 0 | 0/5 | — |
This report focuses on Consumer Video Editors because that is where Filmora 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 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 AuthorityYour 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 TOMYour 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 Consumer Video Editors 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 9:55 PM
Click a prompt to expand its responses. 202 total responses across 68 prompts.