Real ChatGPT answer · index seedXjPbvH5hhVUcompleteFinance and banking · retirement accountscommercial
Help me build a Vanguard index fund selection for my Roth IRA that prioritizes technology and steady dividend growth over the next forty years.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Help me build a Vanguard index fund selection for my Roth IRA that prioritizes technology and steady dividend growth over the next forty years.
3 real searches · 1 real-search pass
Vanguard VGT VIG VTI VXUS expense ratios holdings official Vanguard 2026Google ↗
OBSERVEDConsequence
Vanguard dividend appreciation ETF VIG methodology technology sector weight holdings officialGoogle ↗
OBSERVEDReason
Vanguard information technology ETF VGT holdings sector concentration official VanguardGoogle ↗
OBSERVEDConsequence
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Vanguard VGT VIG VTI VXUS expense ratios holdings official Vanguard 2026 Google ↗
Vanguard dividend appreciation ETF VIG methodology technology sector weight holdings official Google ↗
Vanguard information technology ETF VGT holdings sector concentration official Vanguard Google ↗
- VTI · advisors.vanguard.com
- VTI · advisors.vanguard.com
- VGT · advisors.vanguard.com
- Vanguard Information Technology ETF · workplace.vanguard.com
- VIG · advisors.vanguard.com
- VIG · advisors.vanguard.com
- Vanguard Investment Products List · investor.vanguard.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard VGT VIG VTI VXUS expense ratios holdings official Vanguard 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Vanguard dividend appreciation ETF VIG methodology technology sector weight holdings official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Vanguard information technology ETF VGT holdings sector concentration official Vanguard OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |