Automatically recommends which assets to hold, fund, and withdraw from across Roth, 401(k), taxable brokerage, and savings accounts.
Added May 26, 2026
Last signal May 26, 2026
Investors with multiple account types struggle to decide where each investment belongs and which account to use first for contributions or withdrawals. Tax rules around dividends, foreign stocks, capital gains, Roth eligibility, employer plans, and retirement sequencing make the decision feel high-stakes and confusing.
A SaaS planning tool connects or imports balances, holdings, income, state, goals, and tax assumptions, then generates account-location and withdrawal recommendations. It models scenarios such as Roth IRA vs brokerage contributions, foreign dividend placement, tax drag, sequence-of-returns buckets, and long-term after-tax outcomes.
More young investors are accumulating assets across Roth IRAs, workplace plans, brokerages, crypto, and cash earlier in life. DIY investing has grown, but tax-aware portfolio placement remains underserved outside expensive advisor relationships.
Chatting with Gemini, something I recently learned, was that it's more advantageous to withdraw from the core portfolio, taxable brokerage first, as it minimized the tax drag incurred by capital gains and dividends overtime. Leaving the SORR bucket for spend during large market corrections or crashes is aparantely optimal as the money has already been taxed. I was originally under the impression that SORR bucket was a bridge to spend down first, to minimixe SORR risk as time during RE advances and the risk minimizes as the portfolio grows. Additional research also yielded that while RE, take the dividends from the SORR Bucket (TTTXX treasury fund), just maintain the principal, to futher close the spending gap, along with taxable dividends. I know some here beleive that utilizing buckets is a gimmicks, as it's just mental accountinga and beleive it's to optimize the bond portion as whole to account for how many years of living expenses are required to maintain risk tolerance. In my mind, having 2-3 years in treasury fund that gives off interest free dividends at the State level provides a piece of mind for me to maintain a more agressive equity allocation. Curious as to what others here think.
Hello, 28M here. I’ll break down my finances. \-Inherited $100k 401k in 2015. Balance now $288k. \- $65k in brokerage account. \- $30k in workplace Roth 401k (company matches 150% up to 8%.) fully vested. \- $35k in savings/ checking account. Salary is $80k a year with up to a 12k bonus. Should be making 115 within the next 5 years. PA resident. Only debt is on my home I bought last year. 175k remaining (house is worth 270). Is it worth it open a Roth IRA or should I keep adding to my brokerage account? Luckily I can keep my money in my inherited account and only have to take the RMD every year. Thank you!
Located in USA. If I want to play / hold a foreign stock that happens to pays dividends, should I do it in my regular brokerage acct or in my Roth IRA?
I always max out my Roth IRA, and earlier this year I started buying VOO. It’s up about $3k unrealized gains already, which got me thinking about account setup and tax efficiency. For those of you investing long term, how do you usually structure things between retirement and taxable accounts? Do you prefer keeping growth-focused investments in retirement accounts and dividend-paying funds/stocks in taxable accounts, or do you just hold the same broad index funds across both? Just curious how most people approach it and the reasoning behind it.
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