Gen Z Starter
AI recommendation signal analysis across 47 domains for the Gen Z Starter persona in Brokerage Wealth Management Apps.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
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See the searches AI runs for itself
When an AI model needs the web to answer, it writes its own search queries. These are those queries, word for word. They show how machines translate buyer questions into searches, so make sure your pages answer the queries the models actually run, not just the ones humans type.
Where the numbers come from
During the LLM runs that used web search, we captured every search query each model issued for this segment's questions. Counts are small by nature: a model typically runs only a handful of these searches per question.
What's on this page
A side-by-side comparison of any two models' queries, and a table of every query with the models that used it.
Compare two models' fanout queries
The exact web searches each model ran while answering Gen Z Starter questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- best investing apps for beginners fractional shares recurring investments cash management 2026
- brokerage app fractional shares recurring investments cash management education beginners official
- NerdWallet best investment apps beginners 2026 fractional shares
- Forbes Advisor best investment apps beginners 2026
- SoFi Invest fractional shares automated investing financial planning official
- Acorns official recurring investments round ups education investing app
- Public.com official fractional shares recurring investments treasury cash account
- Betterment official automated investing cash goals app
- Wealthfront official automated investing app cash account goals
- M1 official fractional shares pies automated investing cash management
- Robinhood official recurring investments fractional shares cash management learning
- Stash official fractional shares education investing app banking
- "Public.com" investing app features cash management
- top wealth management apps mobile first young investors 2025 2026
- best investing apps for beginners fractional shares cash management
- "Wealthfront" cash management investing app features
- "M1 Finance" features cash management fractional shares
All fanout queries
Every fanout query for this segment, with how many models used it and which ones. Overlap between models means they translated the same buyer question into the same search, a strong signal that ranking for that query matters.
| Query | LLM Count | LLMs |
|---|---|---|
| "m1 finance" features cash management fractional shares | 1 | Gemini 3.5 Flash |
| "public.com" investing app features cash management | 1 | Gemini 3.5 Flash |
| "wealthfront" cash management investing app features | 1 | Gemini 3.5 Flash |
| acorns official recurring investments round ups education investing app | 1 | GPT 5.5 |
| best beginner investing apps young investors low fees 2026 | 1 | Claude Sonnet 5 |
| best brokerage apps young investors modern design 2025 | 1 | DeepSeek V4 Pro |
| best investing apps for beginners 2026 fractional shares mobile-first | 1 | Claude Sonnet 5 |
| best investing apps for beginners fractional shares cash management | 1 | Gemini 3.5 Flash |
| best investing apps for beginners fractional shares recurring investments cash management 2026 | 1 | GPT 5.5 |
| best investing apps young investors fractional shares 2026 | 1 | Claude Haiku 4.5 |
| best mobile investing apps for beginners 2025 fractional shares low fees | 1 | DeepSeek V4 Pro |
| betterment official automated investing cash goals app | 1 | GPT 5.5 |
| brokerage app fractional shares recurring investments cash management education beginners official | 1 | GPT 5.5 |
| forbes advisor best investment apps beginners 2026 | 1 | GPT 5.5 |
| m1 official fractional shares pies automated investing cash management | 1 | GPT 5.5 |
| mobile-first brokerage apps low fees education beginner investors | 1 | Claude Haiku 4.5 |
| nerdwallet best investment apps beginners 2026 fractional shares | 1 | GPT 5.5 |
| public.com official fractional shares recurring investments treasury cash account | 1 | GPT 5.5 |
| robinhood official recurring investments fractional shares cash management learning | 1 | GPT 5.5 |
| sofi ally invest td ameritrade best beginner investor apps 2026 | 1 | Claude Haiku 4.5 |
| sofi invest fractional shares automated investing financial planning official | 1 | GPT 5.5 |
| stash official fractional shares education investing app banking | 1 | GPT 5.5 |
| top wealth management apps mobile first beginner investors 2025 | 1 | DeepSeek V4 Pro |
| top wealth management apps mobile first young investors 2025 2026 | 1 | Gemini 3.5 Flash |
| top wealth management apps young adults fractional shares recurring investments | 1 | Claude Haiku 4.5 |
| wealthfront official automated investing app cash account goals | 1 | GPT 5.5 |