Measures what GPT-5 believes about Flagstar 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 Flagstar 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 | 2/5 | 8, 8 |
| 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 | 3/5 | 10, 9, 9 |
| What bank mortgage lenders have the best customer service? | 0 | 0/5 | — |
| Which bank mortgage lenders are popular for home loans? | 0 | 2/5 | 10, 9 |
| 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 | 2/5 | 8, 8 |
| 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 | 1/5 | 7 |
| What are the most reliable bank mortgage lenders for mortgages? | 0 | 0/5 | — |
This report focuses on Bank Mortgage Lenders because that is where Flagstar Bank 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 category but may not name your specific products. Get product-level content into independent reviews, comparison articles, and ranked lists.
+5 to +15 on LBAYour TOM is solid on specialty queries but weaker on broad category questions. Seed content that frames your brand in the exact phrasing users use in broad queries, not just your specialty sub-category.
+5 to +15 on TOMOther 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 11:49 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.