Measures what GPT-5 believes about Commerce Bank 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 Commerce Bank is firmly in the model's "bank mortgage lender" 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 bank mortgage lenders for homebuyers? | 70 | 0/5 | — |
| Which bank mortgage lenders are most recommended for first-time buyers? | 0 | 0/5 | — |
| What are the top bank mortgage lenders in the US? | 50 | 0/5 | — |
| What bank mortgage lenders have the best customer service? | 0 | 0/5 | — |
| Which bank mortgage lenders are popular for home loans? | 0 | 0/5 | — |
| What are the best bank mortgage lenders for refinancing? | 0 | 0/5 | — |
| Which bank mortgage lenders offer the best rates? | 0 | 0/5 | — |
| What bank mortgage lenders are good for low down payment loans? | 0 | 0/5 | — |
| What are the most trusted bank mortgage lenders? | 0 | 0/5 | — |
| Which bank mortgage lenders are easiest to work with? | 0 | 0/5 | — |
| What are the best bank mortgage lenders for online applications? | 0 | 0/5 | — |
| Which bank mortgage lenders are best for jumbo loans? | 0 | 0/5 | — |
| What bank mortgage lenders have the fastest approval process? | 0 | 0/5 | — |
| Which bank mortgage lenders are good for buying a house? | 0 | 0/5 | — |
| What are the most reliable bank mortgage lenders for mortgages? | 0 | 0/5 | — |
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 Bank Mortgage Lenders 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 11:52 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.