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Brokerage Wealth Management Apps

Retirement Planner

LLM Search Visibility
Dominant · Search Engine Appearances ρ=-0.632

AI recommendation signal analysis across 105 domains for the Retirement Planner persona in Brokerage Wealth Management Apps.

105Domains Tracked
13.2MReddit Posts
14KWikipedia Articles
6.3MOpen Web Matches
Retirement Planner_persona.report
DomainScore
fidelity.com
160.4
vanguard.com
114.4
schwab.com
52.2
betterment.com
22.7
wealthfront.com
16.0
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About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.
Use Case

Know who AI recommends

This is the headline metric: the brands AI models actually recommend when buyers ask. If you are not on these lists, you are invisible in AI search. Benchmark your position, then study what the winners have in common.

How It's Calculated

Where the numbers come from

We ask multiple LLMs thousands of buyer-intent questions for this industry and record every domain they recommend. Score is a weighted reciprocal-rank sum across models and runs, with each model scaled by its influence weight; count and % are plain tallies.

Overview

What's on this page

Overall recommendation rankings, per-model filtering, and a side-by-side comparison of any two models.

LLM Data

Top LLM-recommended domains

How often AI models recommended each domain when answering Retirement Planner queries. The left chart shows raw recommendation counts, the right shows what percentage of queries included that domain.

Score (below) is the primary ranking metric: a weighted-reciprocal-rank sum across every model and run, where each model's contribution is scaled by that model's influence weight.

Filter By Model

Top LLM-recommended domains by model

Same ranking as above, scoped to whichever models you select below: pick one, several, or none. Updates automatically as you check/uncheck.

Model Comparison

Compare two models

Pick a model for each column to compare their recommendation patterns side by side.

Full Results

All recommended domains

Every domain the AI models recommended for Retirement Planner, ranked by the influence-weighted score from the Score chart above, with each domain's link authority from the Common Crawl web graph. Click a domain for its site profile.

DomainScoreAppearances% of QueriesDomain PRDomain HCHost PRHost HC
fidelity.com160.413510.045962195
vanguard.com114.413410.041962095
schwab.com52.213410.044961895
betterment.com22.71329.834961495
wealthfront.com16.01289.537961494
empower.com12.7936.93396994
merrilledge.com9.1947.02696394
troweprice.com6.5614.53396594
etrade.com5.0463.431961395
personalcapital.com4.3675.03395394
sofi.com3.8433.243971495
tiaa.org2.0171.336961094
ellevest.com1.2191.43896294
tdameritrade.com1.1241.83295294
merrill.com0.9171.31595094
edelmanfinancialengines.com0.9100.72396895
facet.com0.950.416951294
m1.com0.9120.926961995
ally.com0.8110.837961195
vangaurd.com0.610.109303
fisher.com0.410.12195393
ameriprise.com0.350.42895695
principal.com0.350.444961194
ml.com0.320.135961195
morningstar.com0.250.448961295
fisherinvestments.com0.250.42695393
m1finance.com0.280.62195594
td.com0.220.140961595
morganstanley.com0.260.449971394
jpmorgan.com0.260.451971395
carrymoney.com0.260.4594294
facetwealth.com0.260.4895494
e-trade.com0.240.3195093
vanguardpersonaladvisor.com0.220.1093093
robinhood.com0.120.142963495
tiacref.org0.150.4093092
blooom.com0.130.2895094
voya.com0.110.133961295
acorns.com0.120.134961595
vise.com0.110.11495695
vio.wealthfront.com0.110.10000
interactivebrokers.com0.130.23496994
moneyguidepro.com0.120.12395294
ameritrade.com0.140.31395194
charlesschwab.com0.140.3995193
vio.axos.com0.110.10000
facetedwealth.com0.110.10000
edwardjones.com0.130.235961294
alight.com0.130.235961395
facultypwm.com0.110.10000
facetrue.com0.110.10000
meridianwealth.com0.110.1195094
t.rowe.com0.120.10000
blackrock.com0.120.144961294
boldin.com0.110.12295094
pershing.com0.110.12696094
humaninterest.com0.110.125951895
bettermint.com0.110.1093091
alliancebernstein.com0.110.12895194
vanguarddigitaladvisor.com0.020.10000
personalfinance.com0.030.2094093
projectionlab.com0.010.11295894
range.com0.010.11395194
elevest.com0.010.10000
wisebanyan.com0.010.11195595
wellsfargoadvisors.com0.010.13096894
tiadirect.com0.010.10000
merrilllynch.com0.010.1695094
kubera.com0.010.11395194
facetheory.com0.010.11495093
bankofamerica.com0.010.157972095
charles-schwab.com0.020.10000
transamerica.com0.010.13196595
vanguardpersonalselect.com0.010.10000
personalcaptital.com0.010.1095092
charlesabroad.com0.010.1094093
bogleheads.org0.010.126951295
altruist.com0.010.123951595
allyinvest.com0.020.100093
newretirement.com0.020.11895094
tiivy.com0.010.10000
merrilledge.ml.com0.010.10000
tastytrade.com0.010.123951895
quicken.com0.010.132961295
personal-capital.com0.010.109400
ibkr.com0.010.122961795
charles-schwab-wealth.com0.010.10000
vanguardpersonalservices.com0.010.10000
guideline.com0.010.12196394
fidelitygo.fidelity.com0.010.10000
tiia.org0.010.1093092
schwabintelligentportfolios.com0.010.10000
taylormadewealth.com0.010.10000
sitawinvestor.com0.010.10000
prampal.com0.010.1119300
massmutual.com0.010.13295894
charles-stanley.co.uk0.010.12096093
bwise.com0.010.1395092
charlesstuart.com0.010.1093093
charles.stanleywealth.com0.010.10000
mint.intuit.com0.010.1003695
mint.com0.010.141962195
sigfig.com0.010.12595194
futureadvisor.com0.010.11495094
etf.com0.010.130961094