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BofA Global Research is research produced by BofA Securities, Inc. (“BofAS”) and/or one or more of its affiliates. BofAS is a registered broker-dealer, Member SIPC, and wholly owned subsidiary of Bank of America Corporation. Any information presented in connection with BofA Global Research is general in nature and is not intended to provide personal investment advice. The information does not take into account the specific investment objectives, financial situation and particular needs of any specific person who may receive it. Investors should understand that statements regarding future prospects may not be realized.

1. Institutional Investor magazine announced BofA Global Research as one of the Top Global Research Firms in 2021 based on surveys held throughout the year. The magazine creates rankings of the top research analysts in a wide variety of specializations, drawn from the choices of portfolio managers and other investment professionals at more than 1,000 firms. BofA Global Research is research produced by BofA Securities, Inc (“BofAS”) and/or one or more of its affiliates. BofAS is a registered broker-dealer, Member SIPC, and wholly owned subsidiary of Bank of America Corporation. For more information, visit Institutional Investor. Rankings and recognition from Institutional Investor are no guarantee of future investment success and do not ensure that a current or prospective client will experience a higher level of performance results and such rankings should not be construed as an endorsement.

2. The Barron’s “Top 100 Women Financial Advisors” list, June 18, 2021. The Barron’s “Top 100 Women Financial Advisors” ranking considered advisors with a minimum of seven years financial services experience and have been employed at their current firm for at least one year. Quantitative and qualitative measures used to determine the advisor rankings include: client assets, return on assets, client satisfaction/retention, compliance records, and community involvement, among others. Barron’s does not receive compensation from advisors, participating firms and their affiliates, or the media in exchange for rankings. Rankings and recognition from Barron’s are no guarantee of future investment success and do not ensure that a current or prospective client will experience a higher level of performance results, and such rankings should not be construed as an endorsement of the advisor. Barron’s is a trademark of Dow Jones & Company, Inc. All rights reserved.

3. The Barron’s “Top 1,200 Financial Advisors” list, March 11, 2022. The Barron’s “Top 1,200 Financial Advisors” ranking considered advisors with a minimum of seven years financial services experience and have been employed at their current firm for at least one year. This is a list of the top advisors in each state, with the number of ranking spots determined by each state's population and wealth. Other quantitative and qualitative measures include assets under management, revenues generated by advisors for their firms, and the quality of the advisors' practices, regulatory records, internal company documents, and 100-plus points of data provided by the advisors themselves. Rankings and recognition from Barron’s are no guarantee of future investment success and do not ensure that a current or prospective client will experience a higher level of performance results, and such rankings should not be construed as an endorsement of the advisor. Barron's is a trademark of Dow Jones & Company, Inc. All rights reserved.

4. Financial Planning’s “Top 40 Advisors Under 40” list, February 1, 2022. The ranking for the “Top 40 Advisors Under 40” list is compiled using data solicited from the advisors’ employers. Advisors considered must be under 40 years old and work at an employee brokerage firm. Individual trailing 12- month production for each advisor was the primary ranking criteria. Financial Planning is a national publication serving the wealth management industry and retail brokers working in the employee channel for wirehouses and regional broker-dealers. Rankings and recognition from Financial Planning are no guarantee of future investment success and do not ensure that a current or prospective client will experience a higher level of performance results, and such rankings should not be construed as an endorsement of the advisor. Financial Planning is a trademark of Arizent. All rights reserved.  For more information: http://details-he.re/exHDjS

5. The Forbes “America’s Top Wealth Advisors” list, August 24, 2021. Data provided by SHOOK®Research, LLC. Data as of 3/31/21. America’s Top Wealth Advisors ranking was developed by SHOOK Research and is based on in-person and telephone due diligence meetings and a ranking algorithm that includes: client retention, industry experience, review of compliance records, firm nominations; and quantitative criteria, including: assets under management and revenue generated for their firms. Investment performance is not a criterion because client objectives and risk tolerances vary, and advisors rarely have audited performance reports. SHOOK’s research and rankings provide opinions intended to help investors choose the right financial advisor and are not indicative of future performance or representative of any one client’s experience. Past performance is not an indication of future results.  Neither Forbes nor SHOOK Research receive compensation in exchange for placement on the ranking.  SHOOK is a registered trademark of SHOOK Research, LLC. All rights reserved. For more information: http://details-he.re/4ZzeSL

6. The Working Mother/SHOOK Research’s “Top Wealth Advisor Moms” list, October 12, 2021. Data provided by SHOOK® Research, LLC. Data as of 3/31/21. SHOOK Research considered women advisors with children living at home under 21 years of age. The ranking algorithm is based on qualitative measures derived from telephone and in-person interviews and surveys: service models, investing process, client retention, industry experience, review of compliance records, firm nominations, etc.; and quantitative criteria, such as assets under management and revenue generated for their firms. Investment performance is not a criterion because client objectives and risk tolerances vary, and advisors rarely have audited performance reports. Rankings are based on the opinions of SHOOK Research, LLC and not indicative of future performance or representative of any one client’s experience. Rankings and recognition from Working Mother/SHOOK Research are no guarantee of future investment success and do not ensure that a current or prospective client will experience a higher level of performance results, and such rankings should not be construed as an endorsement of the advisor. Neither SHOOK nor Working Mother receives compensation from the advisors or their firms in exchange for placement on a ranking. SHOOK Research is a trademark of SHOOK Research, LLC. All rights reserved. For more information: http://details-he.re/zaDsnS

7. The Forbes “Top Next-Generation Wealth Advisors” list, September 21, 2021. Data provided by SHOOK® Research, LLC. Data as of 3/31/21. SHOOK considered advisors born in 1982 or later with a minimum 4 years as an advisor. Advisors have: built their own practices and lead their teams; joined teams and are viewed as future leadership; or a combination of both. Ranking algorithm is based on qualitative measures: telephone and in-person interviews to measure best practices, client retention, industry experience, credentials, review of compliance records, firm nominations; and quantitative criteria, such as: assets under management and revenue generated for their firms. Investment performance is not a criterion because client objectives and risk tolerances vary, and advisors rarely have audited performance reports. SHOOK’s research and rankings provide opinions intended to help investors choose the right financial advisor and are not indicative of future performance or representative of any one client’s experience. Past performance is not an indication of future results. Neither Forbes nor SHOOK Research receive compensation in exchange for placement on the ranking. For more information, please see www.SHOOKresearch.com. SHOOK is a registered trademark of SHOOK Research, LLC. For more information: http://details-he.re/qm2J7M

8. ​The Barron’s “Top 100 Financial Advisors” list, April 15, 2022. The Barron’s “Top 100 Financial Advisors” ranking considered advisors with a minimum of seven years financial services experience and have been employed at their current firm for at least one year. Quantitative and qualitative measures used to determine the advisor rankings include: client assets, return on assets, client satisfaction/retention, compliance records, and community involvement, among others. Rankings are based on the opinions of Barron’s and not representative nor indicative of any one client’s experience, future performance, or investment outcome and should not be construed as an endorsement of the advisor. Barron’s does not receive compensation from advisors, participating firms and their affiliates, or the media in exchange for rankings. Rankings and recognition from Barron’s are no guarantee of future investment success and do not ensure that a current or prospective client will experience a higher level of performance results, and such rankings should not be construed as an endorsement of the advisor. Barron’s is a trademark of Dow Jones & Company, Inc. All rights reserved.

9. The Barron’s “Top 100 Institutional Consulting Teams” list, April 15, 2022. The Barron’s “Top 100 Institutional Consulting Teams” ranking evaluated advisors on a range of criteria, including institutional investment assets overseen by the advisor and his/her team, the revenue generated by those assets, the number of clients served, and the number of team members and their regulatory records. Also considered were the advanced professional designations and accomplishment represented on the team. Rankings are based on the opinions of Barron’s and not representative nor indicative of any one client’s experience, future performance, or investment outcome and should not be construed as an endorsement of the advisor. Barron’s does not receive compensation from advisors, participating firms and their affiliates, or the media in exchange for rankings. Rankings and recognition from Barron’s are no guarantee of future investment success and do not ensure that a current or prospective client will experience a higher level of performance results, and such rankings should not be construed as an endorsement of the advisor. Barron’s is a trademark of Dow Jones & Company, Inc. All rights reserved.

10. The 2022 Forbes “America’s Top Women Wealth Advisors” list, February 4, 2022. Data provided by SHOOK® Research, LLC. Data as of 9/30/21. Forbes.com (February, 2022). America’s Top Women Advisors ranking was developed by SHOOK Research and is based on in-person, virtual and telephone due diligence meetings to evaluate each advisor qualitatively, a major component of a ranking algorithm that includes: client impact, industry experience, review of best practices and compliance records, firm nominations; and quantitative criteria, including: assets under management and revenue generated for their firms. Investment performance is not a criterion because client objectives and risk tolerances vary, and advisors rarely have audited performance reports. SHOOK’s research and rankings provide opinions intended to help investors choose the right financial advisor and are not indicative of future performance or representative of any one client’s experience. Past performance is not an indication of future results. Neither Forbes nor SHOOK Research receive compensation in exchange for placement on the ranking. For more information: http://details-he.re/qM5cIC. SHOOK is a registered trademark of SHOOK Research, LLC.

11. The Barron’s “Top 100 Private Wealth Management Teams” list, April 15, 2022. The Barron’s “Top 100 Private Wealth Management Teams” list is a ranking of wealth management teams that specialize in serving individuals and families. The teams are ranked on a variety of factors, including their size and shape, the regulatory records and credentials of their members and the resources they have at their disposal to serve their client bases. The Barron’s “Top 100 Private Wealth Management Teams” ranking considered advisors with a minimum of seven years financial services experience and have been employed at their current firm for at least one year. Quantitative and qualitative measures used to determine the advisor rankings include: client assets, return on assets, client satisfaction/retention, compliance records, and community involvement, among others. Rankings are based on the opinions of Barron’s and not representative nor indicative of any one client’s experience, future performance, or investment outcome and should not be construed as an endorsement of the advisor. Barron’s does not receive compensation from advisors, participating firms and their affiliates, or the media in exchange for rankings. Rankings and recognition from Barron’s are no guarantee of future investment success and do not ensure that a current or prospective client will experience a higher level of performance results, and such rankings should not be construed as an endorsement of the advisor. Barron’s is a trademark of Dow Jones & Company, Inc. All rights reserved.

13. Investments & Wealth Institute™ (The Institute) is the owner of the certification marks “CIMA,” and “Certified Investment Management Analyst.” Use of CIMA, and/or Certified Investment Management Analyst signifies that the user has successfully completed The Institute’s initial and ongoing credentialing requirements for investment management professionals.

14. Fortune magazine’s “Change the World” list, 2021. The Change the World list honors companies that use the creative tools of capitalism — including the profit motive — to address society’s unmet needs. Fortune writers and editors evaluate and rank the companies by three factors: measurable social impact, business results, and degree of innovation. For more information, visit Fortune. 

15. Merrill Lynch Wealth Management was named #1 in technology in North America from Financial Times Professional Wealth Management (FT PWM), June 26, 2021. Applicants are asked to highlight key achievements, changes or improvements in relation to how technology is transforming their business models and contributing to drive growth, support advisors, enhance brand and improve client experience. A judging panel composed of leading industry professionals nominated the best institutions in different categories. Rankings and recognition from FT PWM are no guarantee of future investment success and do not ensure that a current or prospective client will experience a higher level of performance results and such rankings should not be construed as an endorsement.

16. Merrill Lynch Wealth Management recognized for “Advisor Focused” in the category of Digital Client Engagement. A global panel of six external experts on digital wealth management selected winners based on the following criteria, which were considered when scoring each entry: level of innovation and competitive advantage; market needs assessment; impact on customer experience; impact on customer operational efficiency; level of new revenue opportunity for the organization; impact on customer retention/new customer attraction; level of scalability across customer base; and future roadmap. Rankings and recognition from Aite Group are no guarantee of future investment success, do not ensure that a current or prospective client will experience a higher level of performance results, and should not be construed as an endorsement.

17. Money Management Institute/Barron's 2021 Industry Awards; November 2021. The Industry Awards recognize innovation and achievement in the investment advisory solutions industry over the past year. Learn more.

18. Merrill was recognized for “Best Use of Technology in Wealth Management" by The Digital Banker's Global Private Banking Innovation Awards; August 2021. Shortlisted nominees were selected on the qualitative and quantitative depth of their nominations. Shortlisted institutions or individuals per category, were put to our impartial panel of expert judges who undertook a rigorous audit type process to carefully select the winners. A proprietary, numerical and qualitative scoring methodology was applied to all submissions and augmented by market research and input from seminal industry experts, corporate executives and in some cases the High Net Worth & Ultra High Net Worth Community. Rankings and recognition from The Digital Banker are no guarantee of future investment success, do not ensure that a current or prospective client will experience a higher level of performance results, and should not be construed as an endorsement.

19. WealthManagement.com 2021 Industry Awards, September 2021. A panel of judges made up of top names in the industry determined the 2021 award winners. The program was expanded in 2021 to recognize product and service providers who are pioneering innovation in new and emerging technologies, as well as progressive companies who are advancing diversity, equity and inclusion in the financial services industry. Learn more. Rankings and recognition from WealthManagement.com are no guarantee of future investment success and do not ensure that a current or prospective client will experience a higher level of performance results and such rankings should not be construed as an endorsement.

20. Fortune’s “World’s Most Admired Companies,” 2022. Fortune collaborated with Korn Ferry and began with ~1,500 candidates: the 1,000 largest U.S. companies ranked by revenue, along with non-U.S. companies in Fortune’s Global 500 database that have revenues of $10 billion or more. They narrowed the assortment to the highest-revenue companies in each industry, a total of 640 in 28 countries. The top-rated companies were picked from that pool of 640. Enterprises were rated based on nine criteria, from investment value and quality of management and products to social responsibility and ability to attract talent. A company’s score must rank in the top half of its industry survey to be listed. Learn more at Fortune.