Subcategory

Investment & Brokerage

This index adds up the scores of 11 questions. 78 brands are ranked.

Edition
Nov 12, 2026
Methodology
v5.0

AI Visibility Ranking

Brands across every question in this category, ordered by GenRank score.

#BrandScore

The GenRank score sums each brand’s question-level visibility inside this category. Higher means AI names the brand more often and earlier. It is not bounded, so compare brands within one category, not across categories. Methodology

The questions behind this index

11

Each question with its top three brands by GenRank score and how many brands its answers named.

Rank trend

Rank trends are drawn once two weekly editions under the same methodology exist. Only the first edition is in so far.

Named by surface

Each cell: of the surface's 11 answers, how many named the brand. Darker means named more often.

Window
Oct 18, 2026 ~ Nov 8, 2026
Named by surface
BrandGoogle AI OverviewsChatGPTClaudeGeminiGoogle AI ModeMicrosoft Copilot
1Fidelity878877
2Schwab888888
3Interactive Brokers547574
4Vanguard455535
5Robinhood617666
6Webull305426
7Betterment223402
8E*TRADE313245
9Wealthfront112424
10Tastytrade323211
11SoFi Invest304114
12Acorns302202
13Guideline111111
14Fidelity Go121111
15iShares111111

Named alongside

Brands named in the same answers in the last four weeks. Circle size: answers naming the brand. Line width: answers naming both.

Named alongsideBrands named in the same answers in the last four weeks. Circle size: answers naming the brand. Line width: answers naming both.Fidelity: named in 54 answersFidelitySchwab: named in 57 answersSchwabInteractive Brokers: named in 38 answersInteractive BrokersVanguard: named in 35 answersVanguardRobinhood: named in 41 answersRobinhoodWebull: named in 24 answersWebullBetterment: named in 16 answersBettermentE*TRADE: named in 23 answersE*TRADEWealthfront: named in 16 answersTastytrade: named in 12 answersTastytradeSoFi Invest: named in 15 answersSoFi InvestAcorns: named in 11 answersAcornsGuideline: named in 6 answersGuidelineFidelity Go: named in 7 answersFidelity GoiShares: named in 6 answersiSharesPublic: named in 10 answersPublicFidelity Youth Account: named in 5 answersFidelity Youth AccountHuman Interest: named in 6 answersHuman InterestGreenlight: named in 5 answersGreenlightTradeStation: named in 6 answersTradeStationSPDR: named in 5 answersSPDRBlackRock: named in 4 answersBlackRockGusto: named in 4 answersGustoADP: named in 5 answersADPEmployee Fiduciary: named in 4 answersEmployee FiduciarySoFi Automated Investing: named in 4 answersSoFi Automated InvestingPaychex: named in 4 answersVanguard Digital Advisor: named in 4 answersSchwab Intelligent Portfolios: named in 4 answersSchwab Intelligent PortfoliosInvesco: named in 4 answersInvesco
  • Answers naming the brand
  • 4
  • 6
  • 57
  • Answers naming both
  • 1
  • 51
Named alongsideBrands named in the same answers in the last four weeks. Circle size: answers naming the brand. Line width: answers naming both.Fidelity: named in 54 answersFidelitySchwab: named in 57 answersSchwabInteractive Brokers: named in 38 answersInteractive BrokersVanguard: named in 35 answersVanguardRobinhood: named in 41 answersRobinhoodWebull: named in 24 answersWebullBetterment: named in 16 answersBettermentE*TRADE: named in 23 answersE*TRADEWealthfront: named in 16 answersTastytrade: named in 12 answersTastytradeSoFi Invest: named in 15 answersSoFi InvestAcorns: named in 11 answersAcornsGuideline: named in 6 answersGuidelineFidelity Go: named in 7 answersFidelity GoiShares: named in 6 answersPublic: named in 10 answersPublicFidelity Youth Account: named in 5 answersHuman Interest: named in 6 answersHuman InterestGreenlight: named in 5 answersGreenlightTradeStation: named in 6 answersSPDR: named in 5 answersSPDRBlackRock: named in 4 answersBlackRockGusto: named in 4 answersGustoADP: named in 5 answersADPEmployee Fiduciary: named in 4 answersEmployee FiduciarySoFi Automated Investing: named in 4 answersSoFi Automated InvestingPaychex: named in 4 answersPaychexVanguard Digital Advisor: named in 4 answersSchwab Intelligent Portfolios: named in 4 answersInvesco: named in 4 answersInvesco
  • Answers naming the brand
  • 4
  • 6
  • 57
  • Answers naming both
  • 1
  • 51
Named alongside
BrandAnswers naming the brandNamed alongside
Fidelity54Schwab (51), Robinhood (40), Interactive Brokers (33)
Schwab57Fidelity (51), Robinhood (39), Interactive Brokers (34)
Interactive Brokers38Schwab (34), Fidelity (33), Robinhood (28)
Vanguard35Schwab (33), Fidelity (31), Robinhood (22)
Robinhood41Fidelity (40), Schwab (39), Interactive Brokers (28)
Webull24Fidelity (21), Robinhood (21), Schwab (21)
Betterment16Wealthfront (12), Fidelity (11), Robinhood (11)
E*TRADE23Fidelity (23), Schwab (23), Robinhood (21)
Wealthfront16Betterment (12), Fidelity (10), Robinhood (10)
Tastytrade12Interactive Brokers (12), Schwab (11), Fidelity (10)
SoFi Invest15Fidelity (15), Robinhood (15), Schwab (13)
Acorns11Fidelity (9), Wealthfront (8), Robinhood (8)
Guideline6Human Interest (6), ADP (5), Employee Fiduciary (4)
Fidelity Go7Wealthfront (6), Betterment (5), SoFi Automated Investing (4)
iShares6Vanguard (6), SPDR (5), Schwab (5)
Public10Fidelity (10), Robinhood (9), Schwab (9)
Fidelity Youth Account5Greenlight (4), Interactive Brokers (1)
Human Interest6Guideline (6), ADP (5), Employee Fiduciary (4)
Greenlight5Fidelity Youth Account (4), Interactive Brokers (1), Acorns (1)
TradeStation6Interactive Brokers (6), Schwab (5), Tastytrade (4)
SPDR5Vanguard (5), iShares (5), BlackRock (4)
BlackRock4Vanguard (4), SPDR (4), iShares (4)
Gusto4Human Interest (4), Guideline (4), Employee Fiduciary (3)
ADP5Human Interest (5), Guideline (5), Fidelity (4)
Employee Fiduciary4Human Interest (4), Guideline (4), Paychex (3)
SoFi Automated Investing4Wealthfront (4), Fidelity Go (4), Betterment (4)
Paychex4Human Interest (4), ADP (4), Guideline (4)
Vanguard Digital Advisor4Wealthfront (4), Fidelity Go (4), Schwab Intelligent Portfolios (4)
Schwab Intelligent Portfolios4Wealthfront (4), Vanguard Digital Advisor (4), Fidelity Go (4)
Invesco4Vanguard (4), SPDR (4), iShares (4)

Most cited sources

Sites cited by the answers to this category's questions and its subcategories'. Counts are citing answers. All of this week's questions. Earlier ranks appear once two weekly runs of the same methodology exist.

Most cited sources
RankSourceCiting answers
1nerdwallet.com28
2fidelity.com18
3forbes.commedia17
4finder.com12
5fool.com11
6reddit.comcommunity11
7stockbrokers.com11
8schwab.com9
9betterment.com9
10investopedia.comreference8

Sources and brands

Which cited sources appear in the answers that name each brand, counted in answers.

Sources and brandsWhich cited sources appear in the answers that name each brand, counted in answers.nerdwallet.com cited in 25 answers naming Schwabnerdwallet.com cited in 23 answers naming Fidelitynerdwallet.com cited in 19 answers naming Robinhoodnerdwallet.com cited in 17 answers naming Interactive Brokersforbes.com cited in 15 answers naming Schwabfidelity.com cited in 15 answers naming Fidelitynerdwallet.com cited in 14 answers naming Webullnerdwallet.com cited in 13 answers naming Vanguardfidelity.com cited in 13 answers naming Schwabstockbrokers.com cited in 13 answers naming Schwabnerdwallet.com cited in 12 answers naming E*TRADEstockbrokers.com cited in 12 answers naming Fidelityforbes.com cited in 12 answers naming Robinhoodfool.com cited in 11 answers naming Schwabforbes.com cited in 11 answers naming Fidelityforbes.com cited in 11 answers naming Webullstockbrokers.com cited in 10 answers naming Robinhoodfool.com cited in 10 answers naming Robinhoodfool.com cited in 10 answers naming Fidelityforbes.com cited in 10 answers naming Interactive Brokersstockbrokers.com cited in 10 answers naming Interactive Brokersstockbrokers.com cited in 9 answers naming Vanguardreddit.com cited in 8 answers naming Schwabinvestopedia.com cited in 8 answers naming Schwabstockbrokers.com cited in 8 answers naming E*TRADEfinder.com cited in 8 answers naming Interactive Brokersfinder.com cited in 8 answers naming Fidelityfinder.com cited in 8 answers naming Schwabfidelity.com cited in 8 answers naming Vanguardfidelity.com cited in 8 answers naming Robinhoodreddit.com cited in 8 answers naming Fidelitynerdwallet.com cited in 8 answers naming Bettermentforbes.com cited in 8 answers naming Vanguardforbes.com cited in 8 answers naming E*TRADEfool.com cited in 7 answers naming Vanguardfidelity.com cited in 7 answers naming Interactive Brokersfinder.com cited in 7 answers naming Vanguardfinder.com cited in 7 answers naming Robinhoodinvestopedia.com cited in 7 answers naming Fidelityinvestopedia.com cited in 6 answers naming Robinhoodreddit.com cited in 6 answers naming Robinhoodfool.com cited in 6 answers naming E*TRADEfidelity.com cited in 5 answers naming Bettermentstockbrokers.com cited in 5 answers naming Webullinvestopedia.com cited in 5 answers naming Interactive Brokersfool.com cited in 5 answers naming Webullreddit.com cited in 5 answers naming Interactive Brokersfool.com cited in 5 answers naming Interactive Brokersfinder.com cited in 5 answers naming Webullfinder.com cited in 5 answers naming E*TRADEinvestopedia.com cited in 4 answers naming Vanguardinvestopedia.com cited in 4 answers naming E*TRADEforbes.com cited in 4 answers naming Bettermentreddit.com cited in 4 answers naming Bettermentreddit.com cited in 3 answers naming Webullreddit.com cited in 3 answers naming Vanguardfool.com cited in 3 answers naming Bettermentfinder.com cited in 3 answers naming Bettermentstockbrokers.com cited in 2 answers naming Bettermentfidelity.com cited in 2 answers naming E*TRADEreddit.com cited in 1 answers naming E*TRADEinvestopedia.com cited in 1 answers naming Webullinvestopedia.com cited in 1 answers naming Bettermentfidelity.com cited in 1 answers naming Webullnerdwallet.com: 131nerdwallet.comforbes.com · media: 79forbes.comstockbrokers.com: 69stockbrokers.comfidelity.com: 59fidelity.comfool.com: 57fool.comfinder.com: 51finder.comreddit.com · community: 38reddit.cominvestopedia.com · reference: 36investopedia.comFidelity #1: 94Fidelity #1Schwab #2: 101Schwab #2Interactive Brokers #3: 67Interactive Brokers #3Vanguard #4: 59Vanguard #4Robinhood #5: 78Robinhood #5Webull #6: 45Webull #6Betterment #7: 30Betterment #7E*TRADE #8: 46E*TRADE #8
Sources and brandsWhich cited sources appear in the answers that name each brand, counted in answers.nerdwallet.com cited in 25 answers naming Schwabnerdwallet.com cited in 23 answers naming Fidelitynerdwallet.com cited in 19 answers naming Robinhoodnerdwallet.com cited in 17 answers naming Interactive Brokersforbes.com cited in 15 answers naming Schwabfidelity.com cited in 15 answers naming Fidelitynerdwallet.com cited in 14 answers naming Webullnerdwallet.com cited in 13 answers naming Vanguardfidelity.com cited in 13 answers naming Schwabstockbrokers.com cited in 13 answers naming Schwabnerdwallet.com cited in 12 answers naming E*TRADEstockbrokers.com cited in 12 answers naming Fidelityforbes.com cited in 12 answers naming Robinhoodfool.com cited in 11 answers naming Schwabforbes.com cited in 11 answers naming Fidelityforbes.com cited in 11 answers naming Webullstockbrokers.com cited in 10 answers naming Robinhoodfool.com cited in 10 answers naming Robinhoodfool.com cited in 10 answers naming Fidelityforbes.com cited in 10 answers naming Interactive Brokersstockbrokers.com cited in 10 answers naming Interactive Brokersstockbrokers.com cited in 9 answers naming Vanguardreddit.com cited in 8 answers naming Schwabinvestopedia.com cited in 8 answers naming Schwabstockbrokers.com cited in 8 answers naming E*TRADEfinder.com cited in 8 answers naming Interactive Brokersfinder.com cited in 8 answers naming Fidelityfinder.com cited in 8 answers naming Schwabfidelity.com cited in 8 answers naming Vanguardfidelity.com cited in 8 answers naming Robinhoodreddit.com cited in 8 answers naming Fidelitynerdwallet.com cited in 8 answers naming Bettermentforbes.com cited in 8 answers naming Vanguardforbes.com cited in 8 answers naming E*TRADEfool.com cited in 7 answers naming Vanguardfidelity.com cited in 7 answers naming Interactive Brokersfinder.com cited in 7 answers naming Vanguardfinder.com cited in 7 answers naming Robinhoodinvestopedia.com cited in 7 answers naming Fidelityinvestopedia.com cited in 6 answers naming Robinhoodreddit.com cited in 6 answers naming Robinhoodfool.com cited in 6 answers naming E*TRADEfidelity.com cited in 5 answers naming Bettermentstockbrokers.com cited in 5 answers naming Webullinvestopedia.com cited in 5 answers naming Interactive Brokersfool.com cited in 5 answers naming Webullreddit.com cited in 5 answers naming Interactive Brokersfool.com cited in 5 answers naming Interactive Brokersfinder.com cited in 5 answers naming Webullfinder.com cited in 5 answers naming E*TRADEinvestopedia.com cited in 4 answers naming Vanguardinvestopedia.com cited in 4 answers naming E*TRADEforbes.com cited in 4 answers naming Bettermentreddit.com cited in 4 answers naming Bettermentreddit.com cited in 3 answers naming Webullreddit.com cited in 3 answers naming Vanguardfool.com cited in 3 answers naming Bettermentfinder.com cited in 3 answers naming Bettermentstockbrokers.com cited in 2 answers naming Bettermentfidelity.com cited in 2 answers naming E*TRADEreddit.com cited in 1 answers naming E*TRADEinvestopedia.com cited in 1 answers naming Webullinvestopedia.com cited in 1 answers naming Bettermentfidelity.com cited in 1 answers naming Webullnerdwallet.com: 131nerdwallet.comforbes.com · media: 79forbes.comstockbrokers.com: 69stockbrokers.comfidelity.com: 59fidelity.comfool.com: 57fool.comfinder.com: 51finder.comreddit.com · community: 38reddit.cominvestopedia.com · reference: 36investopedia.comFidelity #1: 94Fidelity #1Schwab #2: 101Schwab #2Interactive Brokers #3: 67Interactive B… #3Vanguard #4: 59Vanguard #4Robinhood #5: 78Robinhood #5Webull #6: 45Webull #6Betterment #7: 30Betterment #7E*TRADE #8: 46E*TRADE #8
Sources and brands
Cited sourcesBrandAnswers naming the brand
nerdwallet.comSchwab25
nerdwallet.comFidelity23
nerdwallet.comRobinhood19
nerdwallet.comInteractive Brokers17
forbes.comSchwab15
fidelity.comFidelity15
nerdwallet.comWebull14
nerdwallet.comVanguard13
fidelity.comSchwab13
stockbrokers.comSchwab13
nerdwallet.comE*TRADE12
stockbrokers.comFidelity12
forbes.comRobinhood12
fool.comSchwab11
forbes.comFidelity11
forbes.comWebull11
stockbrokers.comRobinhood10
fool.comRobinhood10
fool.comFidelity10
forbes.comInteractive Brokers10
stockbrokers.comInteractive Brokers10
stockbrokers.comVanguard9
reddit.comSchwab8
investopedia.comSchwab8
stockbrokers.comE*TRADE8
finder.comInteractive Brokers8
finder.comFidelity8
finder.comSchwab8
fidelity.comVanguard8
fidelity.comRobinhood8
reddit.comFidelity8
nerdwallet.comBetterment8
forbes.comVanguard8
forbes.comE*TRADE8
fool.comVanguard7
fidelity.comInteractive Brokers7
finder.comVanguard7
finder.comRobinhood7
investopedia.comFidelity7
investopedia.comRobinhood6
reddit.comRobinhood6
fool.comE*TRADE6
fidelity.comBetterment5
stockbrokers.comWebull5
investopedia.comInteractive Brokers5
fool.comWebull5
reddit.comInteractive Brokers5
fool.comInteractive Brokers5
finder.comWebull5
finder.comE*TRADE5
investopedia.comVanguard4
investopedia.comE*TRADE4
forbes.comBetterment4
reddit.comBetterment4
reddit.comWebull3
reddit.comVanguard3
fool.comBetterment3
finder.comBetterment3
stockbrokers.comBetterment2
fidelity.comE*TRADE2
reddit.comE*TRADE1
investopedia.comWebull1
investopedia.comBetterment1
fidelity.comWebull1

Citations by source type

How many citations in this edition point at each kind of source.

  1. media27
  2. social12
  3. community11
  4. public8
  5. reference8
  6. portal1
  7. Other291

Other indexes in Financial Services

The other indexes under the same parent, each with its top five brands.