Measures what GPT-5 believes about Puls 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 Puls is firmly in the model's "home repair 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 home repair marketplaces for finding licensed contractors? | 0 | 1/5 | 7 |
| What are the top home repair marketplace options for homeowners? | 0 | 0/5 | — |
| Which home repair marketplace is most recommended for repairs? | 0 | 0/5 | — |
| What are the most popular home repair marketplaces? | 0 | 0/5 | — |
| What are the best apps for booking home repair professionals? | 10 | 1/5 | 7 |
| Which marketplaces are best for hiring local home repair contractors? | 0 | 0/5 | — |
| What are the top platforms for home repair and maintenance services? | 0 | 0/5 | — |
| What is the best marketplace for emergency home repairs? | 0 | 0/5 | — |
| Which home repair service marketplaces have the best reviews? | 0 | 0/5 | — |
| What are the best marketplaces for plumbing and electrical repairs? | 0 | 0/5 | — |
| What are the best online services for hiring home repair pros? | 30 | 0/5 | — |
| Which home repair marketplace is easiest to use? | 0 | 0/5 | — |
| What are the best home maintenance service marketplaces? | 0 | 0/5 | — |
| Which platforms are best for finding vetted repair technicians? | 0 | 3/5 | 8, 5, 6 |
| What are the leading home repair marketplaces for contractors and technicians? | 0 | 0/5 | — |
This report focuses on Home Repair & Maintenance Marketplaces because that is where Puls 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 AuthorityThe model knows your brand when asked directly (LBA > 0) but never volunteers you in category queries. You are outside the model's go-to list. Co-mention density with established category leaders is the single biggest lever: get listed in "Top 10 X" articles alongside the brands the model currently names.
+10 to +30 on TOM over 12-18 monthsThe model knows your category but may not name your specific products. Get product-level content into independent reviews, comparison articles, and ranked lists.
+5 to +15 on LBAOther brands in the Home Repair & Maintenance 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 4:58 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.