Real ChatGPT answer · index seedEOOvngadEsYcompleteFinance and banking · retirement accountscomparison
Between Betterment and Wealthfront, which digital advisor has lower overall costs and better tax loss harvesting for a self employed graphic designer?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between Betterment and Wealthfront, which digital advisor has lower overall costs and better tax loss harvesting for a self employed graphic designer?
7 real searches · 1 real-search pass
Betterment digital investing fees 2026 advisory fee tax loss harvesting officialGoogle ↗
OBSERVEDOther / navigational
Wealthfront automated investing fees 2026 tax loss harvesting officialGoogle ↗
OBSERVEDOther / navigational
Betterment tax loss harvesting features limitations taxable accounts officialGoogle ↗
OBSERVEDOther / navigational
Wealthfront tax loss harvesting direct indexing minimum officialGoogle ↗
OBSERVEDOther / navigational
Betterment vs Wealthfront fees tax loss harvesting 2026 official pricing taxable accountsGoogle ↗
OBSERVEDComparison
site:betterment.com tax loss harvesting pricing management fee digital investingGoogle ↗
OBSERVEDOther / navigational
site:wealthfront.com tax-loss harvesting pricing advisory fee direct indexing minimumGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (7)
Classes come from the query-classifier (a local Laya model). 6 of 7 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT7 real searches · gpt-6
Betterment digital investing fees 2026 advisory fee tax loss harvesting official Google ↗
Wealthfront automated investing fees 2026 tax loss harvesting official Google ↗
Betterment tax loss harvesting features limitations taxable accounts official Google ↗
Wealthfront tax loss harvesting direct indexing minimum official Google ↗
Betterment vs Wealthfront fees tax loss harvesting 2026 official pricing taxable accounts Google ↗
site:betterment.com tax loss harvesting pricing management fee digital investing Google ↗
site:wealthfront.com tax-loss harvesting pricing advisory fee direct indexing minimum Google ↗
- Betterment Fee Disclosure · betterment.com
- What are Betterment’s fees? · betterment.com
- Wealthfront Fees · wealthfront.com
- Betterment vs. Wealthfront: 2026 Comparison · nerdwallet.com
- Disclosure for Betterment's Tax Loss Harvesting+ · betterment.com
- Tax Coordination Disclosure · betterment.com
- Betterment's tax-loss harvesting methodology · betterment.com
- Automated Tax-Loss Harvesting · wealthfront.com
- Direct Indexing · wealthfront.com
- Publication 550 (2025), Investment Income and Expenses · irs.gov
- 26 U.S.C. § 1091: Loss from wash sales of stock or securities · uscode.house.gov
- Explore Wealthfront · wealthfront.com
- Explore Betterment · betterment.com
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
7 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Betterment digital investing fees 2026 advisory fee tax loss harvesting official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Wealthfront automated investing fees 2026 tax loss harvesting official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Betterment tax loss harvesting features limitations taxable accounts official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Wealthfront tax loss harvesting direct indexing minimum official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Betterment vs Wealthfront fees tax loss harvesting 2026 official pricing taxable accounts OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
site:betterment.com tax loss harvesting pricing management fee digital investing OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:wealthfront.com tax-loss harvesting pricing advisory fee direct indexing minimum OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |