Measures what GPT-5 believes about Marvel 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 Marvel is firmly in the model's "prototyping platform" 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 prototyping platforms for product design teams? | 0 | 1/5 | 6 |
| What are the top prototyping platforms for creating interactive app mockups? | 0 | 4/5 | 8, 9, 7, 8 |
| Which prototyping platforms are most popular for designers? | 0 | 3/5 | 8, 9, 7 |
| What prototyping platform do most teams recommend for UX design? | 0 | 0/5 | — |
| What are the best prototyping platforms for user testing? | 0 | 2/5 | 6, 5 |
| Which prototyping platforms are best for developer handoff? | 0 | 0/5 | — |
| What are the best prototyping tools for web and mobile apps? | 40 | 1/5 | 7 |
| What are the most recommended prototyping platforms for startups? | 0 | 1/5 | 7 |
| What are the best prototyping platforms for collaborative design work? | 0 | 0/5 | — |
| Which prototyping platforms are best for interactive UX prototypes? | 0 | 0/5 | — |
| What are the top prototyping platforms for design-to-development workflows? | 0 | 0/5 | — |
| Which prototyping platforms are good for sharing clickable prototypes with clients? | 30 | 4/5 | 6, 7, 6, 4 |
| What are the best prototyping platforms for teams? | 0 | 1/5 | 7 |
| What are the leading prototyping platforms for product teams? | 0 | 2/5 | 8, 7 |
| What prototyping platforms should I consider for UI/UX design? | 0 | 3/5 | 8, 8, 7 |
This report focuses on Prototyping & Handoff Platforms because that is where Marvel 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 Prototyping & Handoff Platforms 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 9:34 PM
Click a prompt to expand its responses. 200 total responses across 67 prompts.