First Time Investor
AI recommendation signal analysis across 39 domains for the First Time Investor 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 First Time Investor 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 2026 fractional shares no minimums automated investing fees
- NerdWallet best investment apps beginners 2026
- Investopedia best investment apps beginners 2026
- brokerage app beginner fractional shares automatic investing no minimum fees
- site:fidelity.com fractional shares no account fees $0 commissions official
- site:schwab.com fractional shares no account minimum $0 commissions official
- site:betterment.com investing pricing automatic investing no minimum official
- site:sofi.com invest automated investing no advisory fees fractional shares official
- Vanguard official fractional shares no account minimum automatic investing education app
- Acorns official investing app round ups recurring investments beginner pricing
- M1 Finance official automated investing fractional shares pies no commissions
- Wealthfront official automated investing minimum fee portfolios
- Vanguard official automatic investing fractional shares ETFs no commission
- Ally Invest official self directed investing fees automated portfolios minimum
- Public.com official fractional shares no commissions education investing
- Stash official beginner investing fractional shares automated investing fees
- best beginner friendly investing apps 2026
- best investing apps for beginners low fees 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 |
|---|---|---|
| acorns official investing app round ups recurring investments beginner pricing | 1 | GPT 5.5 |
| ally invest official self directed investing fees automated portfolios minimum | 1 | GPT 5.5 |
| beginner investing apps no minimum fractional shares | 1 | Claude Haiku 4.5 |
| best beginner friendly investing apps 2026 | 1 | Gemini 3.5 Flash |
| best beginner-friendly investing apps 2025 low minimum fractional shares educational | 1 | DeepSeek V4 Pro |
| best beginner-friendly investing apps 2026 | 1 | Claude Haiku 4.5 |
| best beginner-friendly investing apps 2026 fractional shares low fees | 1 | Claude Sonnet 5 |
| best investing apps beginners automated investing fractional shares simple interface 2025 | 1 | DeepSeek V4 Pro |
| best investing apps for beginners 2026 fractional shares no minimums automated investing fees | 1 | GPT 5.5 |
| best investing apps for beginners automatic deposits educational tools | 1 | Claude Sonnet 5 |
| best investing apps for beginners low fees fractional shares | 1 | Gemini 3.5 Flash |
| brokerage app beginner fractional shares automatic investing no minimum fees | 1 | GPT 5.5 |
| investopedia best investment apps beginners 2026 | 1 | GPT 5.5 |
| low fee brokerage apps educational features beginners | 1 | Claude Haiku 4.5 |
| m1 finance official automated investing fractional shares pies no commissions | 1 | GPT 5.5 |
| nerdwallet best investment apps beginners 2026 | 1 | GPT 5.5 |
| public.com official fractional shares no commissions education investing | 1 | GPT 5.5 |
| site:betterment.com investing pricing automatic investing no minimum official | 1 | GPT 5.5 |
| site:fidelity.com fractional shares no account fees $0 commissions official | 1 | GPT 5.5 |
| site:schwab.com fractional shares no account minimum $0 commissions official | 1 | GPT 5.5 |
| site:sofi.com invest automated investing no advisory fees fractional shares official | 1 | GPT 5.5 |
| stash official beginner investing fractional shares automated investing fees | 1 | GPT 5.5 |
| top brokerage apps for new investors 2025 no minimum no hidden fees | 1 | DeepSeek V4 Pro |
| vanguard official automatic investing fractional shares etfs no commission | 1 | GPT 5.5 |
| vanguard official fractional shares no account minimum automatic investing education app | 1 | GPT 5.5 |
| wealthfront official automated investing minimum fee portfolios | 1 | GPT 5.5 |