Measures what GPT-5 believes about Zwift 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 Zwift is firmly in the model's "running app" 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 running apps for tracking outdoor runs? | 6,600 | 0/5 | — |
| Can you recommend popular running apps with GPS tracking? | 70 | 0/5 | — |
| What are the top running app options for beginners? | 0 | 0/5 | — |
| Which running apps are most recommended for training? | 0 | 0/5 | — |
| What are the best running apps for route planning? | 210 | 0/5 | — |
| Which are the best apps for runners to track pace and distance? | 210 | 1/5 | 8 |
| What running apps do serious runners use? | 0 | 1/5 | 9 |
| What are the most popular apps for run tracking? | 0 | 0/5 | — |
| Can you list the best free running apps? | 1,600 | 0/5 | — |
| What are the best running apps for GPS tracking and stats? | 0 | 0/5 | — |
| Which running apps are best for marathon training? | 0 | 0/5 | — |
| What are the top-rated running apps for outdoor workouts? | 6,600 | 0/5 | — |
| What running apps are good for improving performance? | 0 | 0/5 | — |
| Which running apps are best for beginners with no coach? | 720 | 0/5 | — |
| What are the most popular GPS running apps right now? | 40 | 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 Running & Cycling Apps 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 23, 2026 at 1:58 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.