Measures what GPT-5 believes about Smiling House 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 Smiling House is firmly in the model's "vacation marketplace" 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 vacation marketplace platforms for booking short-term rentals? | 0 | 0/5 | — |
| Which vacation marketplace sites are most popular for travelers? | 0 | 0/5 | — |
| What are the top vacation rental marketplaces worldwide? | 0 | 0/5 | — |
| Which vacation marketplaces are best for finding vacation homes? | 0 | 0/5 | — |
| What are the most recommended vacation marketplace apps? | 0 | 0/5 | — |
| What are the best online marketplaces for vacation rentals? | 0 | 0/5 | — |
| Which vacation marketplace platforms are easiest to use? | 0 | 0/5 | — |
| What are the most trusted vacation marketplace websites? | 0 | 0/5 | — |
| What are the best vacation rental booking marketplaces for travelers? | 0 | 0/5 | — |
| Which vacation marketplace has the most listings? | 0 | 0/5 | — |
| What are the best platforms to book vacation rentals globally? | 0 | 0/5 | — |
| What are the leading vacation marketplace options for short stays? | 0 | 0/5 | — |
| Which vacation marketplaces are best for family trips? | 0 | 0/5 | — |
| What are the most popular sites for booking holiday rentals? | 0 | 0/5 | — |
| What are the top-rated vacation rental marketplaces right now? | 0 | 0/5 | — |
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 monthsOther brands in the Global Vacation Marketplaces 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 3:13 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.