Robo-Advisory Software
This dashboard shows how AI assistants rank and cite brands like Betterment
Wealthfront
Vanguard Digital Advisor
Schwab Intelligent Portfolios in Robo-Advisory Software. Track position history, compare brand visibility, and see which source domains shape the answers. Use the model filter to switch between all providers or a single AI system and the report updates instantly.
AI model filter
Position history
Current brand snapshot
16 brands
| # | Pos. | Brand | LLMs |
|---|---|---|---|
| 1 | →0 |     | |
| 2 | →0 | | |
| 3 | →0 | | |
| 4 | →0 | | |
| 5 | →0 | | |
| 6 | →0 | | |
| 7 | ↑2 | | |
| 8 | ↓-1 | | |
| 9 | ↑8 | | |
| 10 | ↓-2 | | |
| 11 | ↑3 | | |
| 12 | ↓-2 | | |
| 13 | New | | |
| 14 | New | | |
| 15 | New | | |
| 16 | New | |
Current source snapshot
20 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 9 | | |
| 2 | 8 | | |
| 3 | 7 | | |
| 4 | 6 | | |
| 5 | 5 | | |
| 6 | 5 | | |
| 7 | 3 | | |
| 8 | 2 | | |
| 9 | 2 | | |
| 10 | 2 | | |
| 11 | acorns.comOfficial | 1 | |
| 12 | 1 | | |
| 13 | ellevest.comOfficial | 1 | |
| 14 | fidelity.comOfficial | 1 | |
| 15 | investor.vanguard.comOfficial | 1 | |
| 16 | 1 | | |
| 17 | personalcapital.comOfficial | 1 | |
| 18 | schwab.comOfficial | 1 | |
| 19 | sofi.comOfficial | 1 | |
| 20 | 1 | |
Position history
Current brand snapshot
10 brands
| # | Pos. | Brand | LLMs |
|---|---|---|---|
| 1 | ↑4 | | |
| 2 | ↓-1 | | |
| 3 | ↓-1 | | |
| 4 | New | | |
| 5 | ↓-1 | | |
| 6 | →0 | | |
| 7 | ↑1 | | |
| 8 | New | | |
| 9 | ↓-2 | | |
| 10 | New | |
Current source snapshot
5 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 4 | | |
| 2 | 4 | | |
| 3 | 3 | | |
| 4 | 1 | | |
| 5 | 1 | |
Position history
Current brand snapshot
10 brands
| # | Pos. | Brand | LLMs |
|---|---|---|---|
| 1 | →0 | | |
| 2 | →0 | | |
| 3 | →0 | | |
| 4 | →0 | | |
| 5 | →0 | | |
| 6 | ↑2 | | |
| 7 | ↓-1 | | |
| 8 | ↑1 | | |
| 9 | ↓-2 | | |
| 10 | →0 | |
Current source snapshot
2 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 5 | | |
| 2 | 5 | |
Position history
Current brand snapshot
10 brands
| # | Pos. | Brand | LLMs |
|---|---|---|---|
| 1 | ↑2 | | |
| 2 | ↑3 | | |
| 3 | ↓-1 | | |
| 4 | ↓-3 | | |
| 5 | ↓-1 | | |
| 6 | New | | |
| 7 | ↑3 | | |
| 8 | New | | |
| 9 | New | | |
| 10 | New | |
Current source snapshot
5 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 5 | | |
| 2 | 5 | | |
| 3 | 3 | | |
| 4 | 3 | | |
| 5 | 2 | |
Position history
Current brand snapshot
10 brands
| # | Pos. | Brand | LLMs |
|---|---|---|---|
| 1 | →0 | | |
| 2 | →0 | | |
| 3 | ↑1 | | |
| 4 | ↓-1 | | |
| 5 | →0 | | |
| 6 | New | | |
| 7 | →0 | | |
| 8 | →0 | | |
| 9 | New | | |
| 10 | New | |
Current source snapshot
14 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 3 | | |
| 2 | 2 | | |
| 3 | 2 | | |
| 4 | acorns.comOfficial | 1 | |
| 5 | 1 | | |
| 6 | ellevest.comOfficial | 1 | |
| 7 | fidelity.comOfficial | 1 | |
| 8 | 1 | | |
| 9 | investor.vanguard.comOfficial | 1 | |
| 10 | 1 | | |
| 11 | 1 | | |
| 12 | personalcapital.comOfficial | 1 | |
| 13 | schwab.comOfficial | 1 | |
| 14 | sofi.comOfficial | 1 | |