Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about TIDAL without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about TIDAL 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 TIDAL is firmly in the model's "on-demand music service" 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 on-demand music services? | 0 | 5/5 | 5, 5, 3, 5, 5 |
| What are the top on-demand music service options? | 1,600 | 5/5 | 5, 5, 5, 5, 5 |
| Which on-demand music service is most popular? | 50 | 3/5 | 5, 5, 5 |
| What are the most recommended on-demand music services? | 0 | 5/5 | 5, 5, 5, 5, 5 |
| What are the best music streaming platforms for listening on demand? | 590 | 5/5 | 5, 5, 5, 4, 4 |
| Which on-demand music services are worth trying? | 0 | 5/5 | 5, 5, 5, 5, 4 |
| What are the best streaming music apps? | 3,600 | 5/5 | 5, 5, 5, 5, 5 |
| What are the top music streaming apps for everyday listening? | 3,600 | 5/5 | 5, 5, 5, 5, 5 |
| What are the best on-demand music apps for playlists and recommendations? | 1,000 | 4/5 | 5, 5, 5, 5 |
| What are the most popular apps for streaming songs on demand? | 40 | 5/5 | 5, 5, 5, 5, 5 |
| What are the best services for streaming any song anytime? | 0 | 5/5 | 5, 5, 5, 5, 5 |
| What are the best on-demand music services for mobile listening? | 0 | 5/5 | 5, 5, 5, 5, 5 |
| What are the best music services with huge song catalogs? | 0 | 5/5 | 5, 5, 5, 6, 5 |
| What are the best personalized music streaming services? | 0 | 1/5 | 7 |
| What are the leading on-demand music streaming options? | 0 | 5/5 | 5, 5, 5, 5, 5 |
This report focuses on On-Demand Music Services because that is where TIDAL 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 AuthorityYou score 41 on recall but only 13 on retrieval (gap of +27.9). 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 gapYour 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 On-Demand Music Services 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 5:34 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.