Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
Measures what GPT-5 believes about Mopify 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 Mopify is firmly in the model's "home cleaning 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 home cleaning services? | 720 | 0/5 | — |
| Which home cleaning services are most recommended? | 110 | 0/5 | — |
| What are the top-rated home cleaning services near me? | 40 | 0/5 | — |
| What are the most popular home cleaning service options? | 0 | 0/5 | — |
| What home cleaning service should I choose for my house? | 720 | 0/5 | — |
| Which home cleaning companies are worth trying? | 0 | 0/5 | — |
| What are the best maid services for homes? | 320 | 0/5 | — |
| What are the best residential cleaning services? | 40 | 0/5 | — |
| What are the most trusted house cleaning services? | 10 | 0/5 | — |
| Which house cleaning services have the best reviews? | 0 | 0/5 | — |
| What are the best deep cleaning services for homes? | 70 | 0/5 | — |
| What are the top home cleaning service apps? | 0 | 0/5 | — |
| What are the best subscription home cleaning services? | 0 | 0/5 | — |
| Which home cleaning services are easiest to book? | 0 | 0/5 | — |
| What are the best on-demand home cleaning services? | 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 Home Cleaning 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 4:53 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.