Measures what GPT-5 believes about Raspberry Pi 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 Raspberry Pi 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 web and mobile app design? | 0 | 0/5 | — |
| What are the top prototyping platforms for designers? | 0 | 0/5 | — |
| Which prototyping platform is most recommended for app design? | 0 | 0/5 | — |
| What are the most popular prototyping platforms right now? | 0 | 4/5 | 11, 12, 17, 2 |
| Can you recommend good prototyping platforms for product teams? | 0 | 0/5 | — |
| What is the best prototyping platform for interactive app mockups? | 0 | 0/5 | — |
| Which prototyping platforms are best for high-fidelity designs? | 0 | 0/5 | — |
| What prototyping platforms do most UX designers use? | 0 | 0/5 | — |
| What are the best prototyping tools for creating clickable prototypes? | 30 | 0/5 | — |
| Which prototyping platforms are best for mobile app workflows? | 0 | 0/5 | — |
| What are the best prototyping platforms for web apps? | 0 | 0/5 | — |
| What are the leading prototyping platforms for product design? | 0 | 0/5 | — |
| Which prototyping platforms are best for design collaboration? | 0 | 0/5 | — |
| What are the best prototyping platforms for user testing? | 0 | 0/5 | — |
| What are the most trusted prototyping platforms for startups? | 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 Prototyping 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 9:49 PM
Click a prompt to expand its responses. 200 total responses across 67 prompts.