Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
Measures what GPT-5 believes about Sanus 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 Sanus is firmly in the model's "on-demand handyman 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 handyman services? | 590 | 0/5 | — |
| What are the top on-demand handyman service apps? | 20 | 0/5 | — |
| Which on-demand handyman services are most recommended? | 0 | 0/5 | — |
| What are the most popular handyman service platforms? | 0 | 0/5 | — |
| What are the best handyman services for home repairs? | 0 | 0/5 | — |
| What are the best handyman services for small jobs? | 0 | 0/5 | — |
| Which handyman service is best for quick fixes? | 0 | 0/5 | — |
| What are the best handyman services near me? | 2,900 | 0/5 | — |
| What are the best handyman services for homeowners? | 0 | 0/5 | — |
| What are the best handyman apps for odd jobs? | 0 | 0/5 | — |
| What are the top handyman service companies? | 0 | 0/5 | — |
| Which handyman services are easiest to book? | 0 | 0/5 | — |
| What are the most affordable handyman services? | 720 | 0/5 | — |
| What are the best handyman services for mounting and assembly? | 0 | 3/5 | 9, 6, 7 |
| What are the best on-demand handyman services for renters? | 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 On-Demand Handyman 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 4:55 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.