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Dear Finance Friend, Most professionals understand that cash reserves should be working harder, but few have the time to audit bank rates every quarter. With the national average interest rate sitting near 0.39%, leaving capital in a traditional savings account is a quiet tax on your liquidity.
The goal is to move away from manual tracking and toward a repeatable search system.
The inefficiency of manual rate hunting
High-yield savings accounts (HYSAs) are essential tools for maintaining liquidity while earning a return. However, the market is intentionally fragmented. Banks adjust their Annual Percentage Yield (APY) based on Federal policy and internal liquidity needs, meaning the market leader today is rarely the leader six months from now.
Checking thirty different bank websites to compare the fine print is a poor use of a professional's time. This friction often leads to "rate inertia," where we stay with a sub-optimal account simply because the research feel tedious.
A two-stage system for market research
To solve this, I use a two-prompt system within an AI research agent to automate the data collection. The first prompt identifies the current landscape of high-yield products to ensure the search is comprehensive.
The second prompt acts as an analyst. It visits the official landing pages of those specific institutions to extract the current APY, fee structures, and deposit requirements. This removes the need for aggregator sites, which often prioritize affiliate commissions over accurate, up-to-date data.
Current market leaders and their requirements
In my most recent run of this system, five institutions surfaced as competitive options. It is important to note that the highest headline rate often carries the most constraints.
- EverBank (4.05% APY): Notable for having no minimum deposit or significant restrictions.
- VIO Bank (4.16% APY): A straightforward high-yield option with minimal fine print.
- LendingClub (4.20% APY): Requires a monthly deposit of at least $250 to maintain the rate.
- SoFi Bank (4.30% APY): Requires $5,000 in monthly direct deposits, making it a better fit for primary banking users.
- Varo Bank (5.00% APY): The highest rate found, but it only applies to the first $5,000 and requires $1,000 in monthly direct deposits.
AI as Leverage
This use case illustrates AI as a research partner rather than a creative tool. By using an AI agent to perform "desk research," you replace two hours of tab-switching with thirty seconds of processing.
The value is not just in finding a rate today, but in owning a system you can re-run whenever the Federal Reserve adjusts interest rates. It turns a manual chore into a repeatable workflow that compounds your financial clarity over time.
Prompts Used
Prompt 1: Identification This prompt generates a clean list of the top 30 U.S. high-yield savings products to define the search parameters for the next step.
TASK: Please provide a list of 30 of the most common U.S. high-yield savings accounts (HYSAs), and for each one include: The bank or credit-union name. The exact name of the high-yield savings product. A direct link (URL) that goes straight to the HYSA sign-up or product-landing page for that savings account (not a generic home page or general banking page). OUTPUT: Organize the results in a clean table (or numbered list), one per line. QUALITY CONTROL: Do not include any banks or savings accounts outside the U.S. or ones that are discontinued. Do not include any bank repeats (make sure you double check your list for repeated products with slightly different names). Use only official bank/credit-union websites (no blogs, forums, or aggregator sites).
Prompt 2: Extraction This prompt instructs the AI to visit the specific URLs from the first list and extract factual, structured data.
BACKGROUND: You are an expert financial analyst. Your job: track and maintain up-to-date details for the most common U.S. High Yield Savings Accounts (HYSAs). Priorities: accuracy, structure, reliability. TASK: Retrieve account details for the 30 HYSA products listed below. Only cite information directly sourced from each bank’s respective website For each institution, report: - Current APY - Minimum Opening Deposit - Minimum Balance to Earn APY - Fees - Eligibility Restrictions (e.g., membership, geography) - Source URL Important: Do not add or substitute banks. { INSERT “TOP 30” HYSA LIST FROM PROMPT #1 } DESIRED OUTPUT: - Markdown table with one row per bank - Sort rows highest → lowest APY - Columns (in this order): - Bank Name - Account Name - Current APY (as of most recent update, within 30 days if available) - Minimum Opening Deposit - Minimum Balance to Earn APY - Fees - Eligibility Restrictions - Source URL - Every institution must appear. - If value missing → write “N/A.” - Keep formatting consistent. - No commentary, explanation, or promo language. - Deliver only structured, factual data. QUALITY CONTROL: - Only use official bank websites. - No blogs, aggregators, forums, or unverified sources. - If no current data → “N/A” + last known value w/ date (e.g., “Last known: 4.25% as of Jan 2025”). - If discontinued → mark “Discontinued” in APY + note in restrictions. - Always use most recent update (within 30 days if possible). - If older → mark as “Stale” and include date.
Tradeoffs & Constraints
No financial system is universal. This specific search setup is designed for U.S.-based accounts and relies on the AI's ability to browse live web pages.
The "best" account is often determined by your existing cash flow. For example, the 5.0% rate at Varo is mathematically superior but practically irrelevant if you do not wish to move your direct deposit or if your balance far exceeds the $5,000 cap. Always prioritize your personal liquidity needs over chasing the final 0.10% of interest.
Action Step
Copy the prompts above and run them through a web-enabled AI tool like ChatGPT or Claude. Compare the output to your current savings rate to see if your "rate inertia" is costing you more than you realized.
Additional Resources
If you found this system helpful, check out our recent YouTube video on topic:
AI Found Me Higher Bank Interest
If this is your first time reading, you can join the newsletter for weekly systems on personal finance in the AI era.
In best regards, Ben
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