Measures what GPT-5 believes about Home Depot 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 Home Depot 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 | 1/5 | 7 |
| Which handyman services are easiest to book? | 0 | 1/5 | 6 |
| What are the most affordable handyman services? | 720 | 1/5 | 5 |
| What are the best handyman services for mounting and assembly? | 0 | 1/5 | 6 |
| What are the best on-demand handyman services for renters? | 0 | 0/5 | — |
This report focuses on On-Demand Handyman Services because that is where Home Depot 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 monthsYour LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBAOther 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.