Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Motorola without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about Motorola 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 Motorola is firmly in the model's "foldable smartphone" 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 foldable smartphone brands right now? | 0 | 5/5 | 6, 6, 4, 4, 5 |
| Which foldable smartphone brands are most popular? | 0 | 5/5 | 3, 3, 4, 3, 4 |
| What are the top foldable smartphone options? | 0 | 5/5 | 4, 7, 7, 4, 5 |
| What foldable smartphone brands are worth considering? | 0 | 5/5 | 4, 4, 4, 5, 4 |
| Which foldable smartphones get the best reviews? | 0 | 4/5 | 4, 6, 5, 6 |
| What are the most recommended foldable smartphones? | 0 | 5/5 | 4, 4, 5, 5, 7 |
| What are the leading foldable smartphone brands? | 0 | 5/5 | 5, 6, 5, 5, 4 |
| Which foldable smartphones are the best overall? | 0 | 5/5 | 4, 5, 3, 5, 5 |
| What are the best foldable phones for most people? | 0 | 5/5 | 3, 3, 5, 4, 4 |
| What foldable smartphone models are people buying most? | 0 | 4/5 | 3, 2, 3, 3 |
| What are the best foldable smartphones for everyday use? | 0 | 5/5 | 5, 2, 5, 5, 5 |
| Which foldable smartphones are the most reliable? | 0 | 5/5 | 5, 5, 3, 4, 3 |
| What are the best foldable smartphone choices in 2026? | 0 | 5/5 | 4, 5, 5, 3, 6 |
| Which foldable smartphones are best for productivity? | 0 | 1/5 | 5 |
| What foldable smartphone brands should I look at? | 0 | 5/5 | 3, 4, 4, 4, 4 |
This report focuses on Foldable Smartphones because that is where Motorola 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.
Retrieval (71) beats recall (42). Current web knows you, but training data lags. Focus on category-phrase density in authoritative sources so future training cycles pick you up.
+5 to +15 on Authority recallYour LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBACore TOM is strong. Watch for specific differentiators (slogans, signature products) that appear in only some iterations. Push those into training-data-crawled headlines.
Maintain / refine TOMOther brands in the Foldable Smartphones 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 11:53 PM
Click a prompt to expand its responses. 200 total responses across 67 prompts.