Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about E*TRADE without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about E*TRADE 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 E*TRADE is firmly in the model's "retail brokerage" 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 retail brokerage platforms for beginners? | 0 | 4/5 | 4, 4, 6, 5 |
| Which retail brokerage apps are most popular right now? | 0 | 5/5 | 5, 5, 5, 4, 4 |
| What are the top retail brokerage firms for individual investors? | 10 | 5/5 | 4, 4, 4, 4, 4 |
| What are the best online retail brokerages for stock trading? | 0 | 5/5 | 4, 6, 4, 5, 6 |
| Which retail brokerage platforms are best for ETF investing? | 170 | 1/5 | 7 |
| What are the most recommended retail brokerages for self-directed trading? | 0 | 5/5 | 5, 4, 5, 4, 4 |
| What are the best retail brokerages for mobile trading? | 0 | 4/5 | 3, 5, 4, 4 |
| Which retail brokerage accounts are easiest to use? | 0 | 4/5 | 4, 4, 5, 4 |
| What are the top-rated retail brokerage apps? | 0 | 5/5 | 4, 5, 7, 4, 4 |
| Which retail brokerages are good for new investors? | 0 | 3/5 | 4, 6, 5 |
| What are the best retail brokerage platforms for low fees? | 0 | 2/5 | 6, 5 |
| What are the best retail brokerages for options trading? | 720 | 5/5 | 5, 6, 6, 4, 6 |
| Which retail brokerage platforms offer the best trading tools? | 0 | 5/5 | 5, 5, 6, 4, 4 |
| What are the best retail brokerages for active traders? | 0 | 5/5 | 6, 6, 5, 8, 8 |
| What are the best retail brokerage options for small investors? | 0 | 0/5 | — |
This report focuses on Retail Brokerages because that is where E*TRADE 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 AuthorityYou score 38 on recall but only 17 on retrieval (gap of +20.9). Training-data authority is outpacing your current web footprint. Publish fresh, well-cited content to keep search-augmented responses including your brand.
Close the fragility gapYour LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBACore TOM is strong. Watch for specific differentiators (slogans, signature products) that appear in only some iterations. Push those into training-data-crawled headlines.
Maintain / refine TOMOther brands in the Retail Brokerages 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 4:01 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.