Measures what GPT-5 believes about vivo 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 vivo is firmly in the model's "flagship 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 flagship smartphones right now? | 390 | 0/5 | — |
| What are the top flagship smartphone brands? | 0 | 5/5 | 7, 7, 7, 7, 7 |
| Which flagship smartphones are most recommended? | 0 | 1/5 | 6 |
| What are the most popular flagship smartphones this year? | 0 | 3/5 | 6, 6, 7 |
| What flagship smartphones have the best cameras? | 0 | 5/5 | 5, 4, 6, 4, 5 |
| What flagship smartphones are worth buying? | 0 | 0/5 | — |
| What are the best premium smartphones? | 10 | 0/5 | — |
| What are the highest-rated flagship phones? | 0 | 2/5 | 6, 6 |
| Which flagship phones have the best performance? | 0 | 2/5 | 8, 6 |
| What are the best Android flagship smartphones? | 0 | 1/5 | 6 |
| What are the best iPhone alternatives among flagship smartphones? | 0 | 1/5 | 5 |
| Which flagship smartphones are best overall? | 0 | 0/5 | — |
| What are the best flagship smartphones for 2026? | 0 | 1/5 | 6 |
| What flagship smartphones do reviewers recommend? | 0 | 0/5 | — |
| What are the best flagship phones for everyday use? | 0 | 0/5 | — |
This report focuses on Flagship Smartphones because that is where vivo 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 Flagship 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 11:46 PM
Click a prompt to expand its responses. 210 total responses across 72 prompts.