Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Strong without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about Strong 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 Strong is firmly in the model's "guided workout 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 guided workout apps? | 30 | 1/5 | 9 |
| Which guided workout app is most popular right now? | 0 | 0/5 | — |
| What are the top guided workout apps for home fitness? | 0 | 0/5 | — |
| What guided workout apps are best for beginners? | 0 | 0/5 | — |
| Which workout apps offer coach-led training plans? | 0 | 0/5 | — |
| What are the best apps for structured workouts and coaching? | 0 | 0/5 | — |
| What are the most recommended fitness coaching apps? | 720 | 1/5 | 10 |
| What are the best apps for guided exercise classes? | 0 | 0/5 | — |
| Which workout apps have personal training plans? | 0 | 0/5 | — |
| What are the best subscription workout apps with trainers? | 0 | 0/5 | — |
| What guided fitness apps are worth paying for? | 0 | 0/5 | — |
| What are the best app-based personal training programs? | 0 | 0/5 | — |
| Which workout apps have live classes and coaching? | 0 | 0/5 | — |
| What are the best on-demand workout apps with instructors? | 10 | 0/5 | — |
| What are the most effective guided workout apps for at-home training? | 590 | 0/5 | — |
This report focuses on Guided Workout & Coaching Apps because that is where Strong 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 LBA is low. The model has limited or no specific beliefs about your brand. Focus on authoritative third-party coverage: Wikipedia, industry-specific publications, founder interviews on podcasts with transcripts, and "best of" list articles.
+10 to +25 on LBA over 12-24 monthsYour 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 does not recall your brand in category queries. Start with authoritative coverage and category-list inclusion. TOM moves slowly, tied to major model training cycles (typically 12-18 months).
+10 to +30 on TOM over 12-24 monthsYou score 26 on recall but only 11 on retrieval (gap of +15.3). Training-data authority is outpacing your current web footprint. Publish fresh, well-cited content to keep search-augmented responses including your brand.
Close the fragility gapOther brands in the Guided Workout & Coaching 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 1:57 AM
Click a prompt to expand its responses. 200 total responses across 67 prompts.