Consumer Wealth Advisors RIAs
AI recommendation signal analysis across 3,537 domains and 11 buyer personas in Consumer Wealth Advisors RIAs, led by vanguard.com as the most LLM-recommended domain.
Many tables and charts on this page show only the top few results; the full data behind them runs far deeper. The complete report unlocks every row, chart, and download for this industry.
Get the full Consumer Wealth Advisors RIAs report →How to use this page
Compare channels at a glance
See which domains win each discovery channel, and where a brand is strong in one but missing from another. Use the over- and under-performer tables to find channels where competitors hold an edge you can close, or gaps you can take first.
Where the numbers come from
LLM, Fanout, and Organic columns use a rank-weighted score: a domain at position 1 counts for more than one at position 10, summed across every query run. AI Search is a plain citation count because Google's AI Overviews carry no rank data.
What's on this page
Side-by-side rankings for LLM recommendations, web-search fanout, Google's AI Overviews, and organic results, plus an aggregate view and per-channel over/under-performer callouts.
LLM vs Fanout vs AI Search vs Organic
Compare recommendation patterns for Consumer Wealth Advisors RIAs across all personas across four channels side by side: pick a model for LLM and Fanout, toggle Google/Bing for Organic. AI Search has no model choice (it's Google's own AI Overview, a single source, not a multi-model API) and no rank field, so it's shown as a plain citation count rather than a rank-weighted score like the other three.
The two boxes below the four channel charts offer several views of the same data; use the tabs to switch charts. Every view derives from the four charts' data directly, normalized 0-100 within each channel, and updates with the same dropdowns.
Pure LLM: Over- vs. Under-performers
For Consumer Wealth Advisors RIAs, domains ranked by percentile rank within each channel (100 = top domain in that channel, 0 = present but ranked last, a dash = never appeared in that channel's results at all). Over-performers (left) rank far better in Pure LLM than they do on average across Fanout, Google AI Overview, and Organic Google. Under-performers (right) are the mirror case: domains that do well across Fanout, Google AI Overview, and Organic Google but rank poorly, or don't appear at all, in Pure LLM.
| Domain | LLM | Fanout | AI Overview | Organic | Gap |
|---|---|---|---|---|---|
| aspiriant.com | 95 | - | - | - | +95 |
| abacuswealth.com | 94 | - | - | - | +94 |
| planvisionmn.com | 93 | - | - | - | +93 |
| Domain | LLM | Fanout | AI Overview | Organic | Gap |
|---|---|---|---|---|---|
| investopedia.com | - | - | 99 | 100 | -66 |
| wsj.com | - | - | 97 | 99 | -65 |
| reddit.com | - | - | 95 | 100 | -65 |
Fanout: Over- vs. Under-performers
For Consumer Wealth Advisors RIAs, domains ranked by percentile rank within each channel (100 = top domain in that channel, 0 = present but ranked last, a dash = never appeared in that channel's results at all). Over-performers (left) rank far better in Fanout than they do on average across Pure LLM, Google AI Overview, and Organic Google. Under-performers (right) are the mirror case: domains that do well across Pure LLM, Google AI Overview, and Organic Google but rank poorly, or don't appear at all, in Fanout.
| Domain | LLM | Fanout | AI Overview | Organic | Gap |
|---|---|---|---|---|---|
| adviceonly.com | 85 | 98 | - | - | +69 |
| sereneplanning.com | 67 | 83 | - | - | +60 |
| pathstone.com | 97 | 91 | - | - | +59 |
| Domain | LLM | Fanout | AI Overview | Organic | Gap |
|---|---|---|---|---|---|
| hellonectarine.com | 97 | - | 83 | 76 | -85 |
| adviceonlynetwork.com | 83 | 0 | 68 | 80 | -77 |
| fisherinvestments.com | 92 | - | 46 | 93 | -77 |
Google AI Overview: Over- vs. Under-performers
For Consumer Wealth Advisors RIAs, domains ranked by percentile rank within each channel (100 = top domain in that channel, 0 = present but ranked last, a dash = never appeared in that channel's results at all). Over-performers (left) rank far better in Google AI Overview than they do on average across Pure LLM, Fanout, and Organic Google. Under-performers (right) are the mirror case: domains that do well across Pure LLM, Fanout, and Organic Google but rank poorly, or don't appear at all, in Google AI Overview.
| Domain | LLM | Fanout | AI Overview | Organic | Gap |
|---|---|---|---|---|---|
| francisfinancial.com | 3 | 4 | 88 | 11 | +82 |
| tencap.com | - | - | 74 | - | +74 |
| broadviewfcu.com | - | - | 72 | - | +72 |
| Domain | LLM | Fanout | AI Overview | Organic | Gap |
|---|---|---|---|---|---|
| kbfinancialadvisors.com | 98 | 70 | - | 73 | -81 |
| veriswp.com | 90 | 94 | - | 30 | -71 |
| certuity.com | 79 | 89 | 0 | 41 | -69 |
Organic Google: Over- vs. Under-performers
For Consumer Wealth Advisors RIAs, domains ranked by percentile rank within each channel (100 = top domain in that channel, 0 = present but ranked last, a dash = never appeared in that channel's results at all). Over-performers (left) rank far better in Organic Google than they do on average across Pure LLM, Fanout, and Google AI Overview. Under-performers (right) are the mirror case: domains that do well across Pure LLM, Fanout, and Google AI Overview but rank poorly, or don't appear at all, in Organic Google.
| Domain | LLM | Fanout | AI Overview | Organic | Gap |
|---|---|---|---|---|---|
| wealthmanagement.com | - | - | - | 96 | +96 |
| lakeridge.bank | - | - | - | 96 | +96 |
| financial-planning.com | - | - | - | 96 | +96 |
| Domain | LLM | Fanout | AI Overview | Organic | Gap |
|---|---|---|---|---|---|
| garrettplanningnetwork.com | 95 | 85 | 87 | - | -89 |
| pathstone.com | 97 | 91 | - | - | -63 |
| facet.com | 100 | 86 | - | - | -62 |