Measures what GPT-5 believes about Zeekr 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 Zeekr is firmly in the model's "electric vehicle brand" 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 electric vehicle brands right now? | 0 | 0/5 | — |
| What are the top electric car brands for most buyers? | 140 | 0/5 | — |
| What are the most popular electric vehicle brands? | 0 | 0/5 | — |
| Which electric car brands are most recommended? | 0 | 0/5 | — |
| What are the best EV brands to consider? | 170 | 0/5 | — |
| Which electric vehicle brands are worth looking at? | 0 | 0/5 | — |
| What are the leading electric car brands today? | 0 | 0/5 | — |
| What electric vehicle brands should I know about? | 0 | 0/5 | — |
| What are the best plug-in hybrid vehicle brands? | 0 | 0/5 | — |
| What are the top plug-in hybrid car brands? | 0 | 0/5 | — |
| Which electric car brands have the best reputation? | 0 | 0/5 | — |
| What are the most reliable electric vehicle brands? | 0 | 0/5 | — |
| What electric car brands are good for first-time buyers? | 0 | 0/5 | — |
| What are the best electric vehicle brands for families? | 0 | 0/5 | — |
| Which electric vehicle brands are the best overall? | 0 | 0/5 | — |
This report focuses on Electric Cars because that is where Zeekr 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 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 Electric Cars 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 6:41 PM
Click a prompt to expand its responses. 210 total responses across 72 prompts.