Measures what GPT-5 believes about Citibank 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 Citibank 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 | 4/5 | 4, 6, 6, 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 | 3/5 | 6, 8, 7 |
| What bank mortgage lenders have the best customer service? | 0 | 0/5 | — |
| Which bank mortgage lenders are popular for home loans? | 0 | 4/5 | 6, 6, 6, 5 |
| What are the best bank mortgage lenders for refinancing? | 0 | 3/5 | 6, 6, 6 |
| Which bank mortgage lenders offer the best rates? | 0 | 2/5 | 9, 7 |
| What bank mortgage lenders are good for low down payment loans? | 0 | 0/5 | — |
| What are the most trusted bank mortgage lenders? | 0 | 1/5 | 7 |
| 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 | 5/5 | 6, 6, 5, 5, 6 |
| What bank mortgage lenders have the fastest approval process? | 0 | 0/5 | — |
| Which bank mortgage lenders are good for buying a house? | 0 | 2/5 | 6, 6 |
| What are the most reliable bank mortgage lenders for mortgages? | 0 | 3/5 | 7, 5, 6 |
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 AuthorityYour 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 TOMYour 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 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 12:02 PM
Click a prompt to expand its responses. 210 total responses across 72 prompts.