Beginners in AI

Best AI Prompts for Advisors

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James Swierczewski

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Seven AI prompts for financial advisors that respect fiduciary obligations and compliance rails: client review prep, market volatility emails, retirement plan conversations, compliance-safe marketing, estate-planning coordination, tax-loss harvesting communication, and difficult client off-boarding. Every output is reviewed; AI never gives investment advice to clients directly.

Financial advisor AI use is uniquely regulated. The SEC cares. FINRA cares. State securities boards care. Your firm’s compliance department definitely cares. The seven prompts below take this seriously. None of them produce investment recommendations, performance projections, or specific product mentions. They scaffold the client communication, prep work, and coordination that consumes unbilled hours. This is the advisor slice of the AI Prompt Library, paired with a connector callout for the tools advisors actually use. For broader financial-pro prompts see AI for Financial Advisors.

Why do most AI advisor-AI workflows produce marketing copy that triggers compliance review and client emails that miss what clients actually care about?

The default advisor-AI risk is asking AI for specific market predictions, return projections, or product recommendations. AI will produce confident-sounding output that is exactly the kind of content that triggers compliance review or, worse, regulatory scrutiny. Every prompt below is structured to keep AI in the documentation, communication, and coordination role and to keep the advisor in the recommendation role.

Use AI for the structural prep, the client-communication drafting, the coordination work that does not constitute investment advice. Always run client-facing copy through your firm’s compliance review. Never let AI provide investment recommendations, performance predictions, or product mentions in client communication. If you draft anything client-facing with AI, run it through How to Edit AI Out of Your Writing before compliance review. When a prompt becomes a weekly move, graduate it using the Prompt-to-Workflow Ladder.

What are the seven for financial advisors prompts?

Prompt 1

Client Review Prep

Most quarterly reviews recycle last quarter’s deck. This prompt drafts the brief that ties this quarter’s portfolio to the client’s actual life situation.

I have a client review next week:

CLIENT (de-identified): [HOUSEHOLD STAGE, BROAD WEALTH BAND, KEY OBJECTIVES]
WHAT CHANGED IN THEIR LIFE THIS QUARTER (if I know): [JOB / FAMILY / HEALTH / HOUSING]
PORTFOLIO PERFORMANCE this quarter: [APPROXIMATE RETURN, KEY POSITIONS MOVED]
MARKET CONTEXT: [WHAT IS HAPPENING THAT THEY MIGHT BE WORRIED ABOUT]
THEIR STATED PRIORITIES: [WHAT THEY HAVE NAMED]

Draft a review prep brief:

1. THE OPENING TOPIC: 2-3 sentences naming what is most relevant to them this quarter, anchored to their life or priorities.
2. PORTFOLIO PERFORMANCE: factual, with the comparison that makes it meaningful (vs benchmark, vs their plan, vs prior quarter).
3. THE CONTEXT: what is happening in markets, in language calibrated to their financial literacy.
4. THE QUESTION THEY ARE LIKELY THINKING: based on the market and their portfolio, the worry they probably brought to the meeting. Address it before they ask.
5. PLAN ADJUSTMENTS, if any, to discuss: tax-loss harvesting, rebalancing, beneficiary updates, planning windows.
6. THE SOFT TOPIC: anything personal worth asking about (a college decision, a parent's health, a job change).
7. THE QUESTIONS TO ASK THEM to surface what may have changed.

Do not cite specific investment products, fund tickers, or projected returns. Do not promise outcomes. Tone: warm, professional, never selling.

When to use: 3-5 business days before the meeting. · Best model: Claude. The discipline about not promising outcomes matters under fiduciary rules.

Prompt 2

Market Volatility Email Drafter

When markets drop, clients want to hear from you. The temptation is to either over-explain or under-respond. This prompt drafts the calming, non-alarmist update.

Markets moved sharply this week:

WHAT HAPPENED: [BRIEF FACTUAL DESCRIPTION]
WHY IT MATTERS for client portfolios in general: [HIGH-LEVEL]
MY PRACTICE'S PHILOSOPHY ON MARKET VOLATILITY: [BRIEF STATEMENT, e.g., long-term focus, rebalancing discipline, etc.]

Draft a 200-word email to send to my client list:

1. OPENING: acknowledges they may be watching the news without alarmist language.
2. WHAT HAPPENED: 2 sentences, factual, without sensationalizing.
3. WHAT IT MEANS for their portfolio specifically: in language that respects their concern without dismissing it.
4. WHAT WE ARE DOING (or NOT doing) about it: anchored to the philosophy I described.
5. THE INVITATION: if they want to talk through their specific situation, how to reach me.
6. THE CLOSE: warm, non-promotional.

Do NOT use: "don't panic," "corrections are healthy," "this too shall pass," "stay the course." Show the calm without performing it. Avoid platitudes. Do not predict market direction.

When to use: Within 24 hours of a significant market move. · Best model: Claude. The discipline about avoiding platitudes is what makes the email land.

Prompt 3

Retirement Plan Conversation Prep

Retirement plan conversations are emotional and decision-laden. This prompt prepares the framing so you walk in calm and structured.

I have a retirement planning meeting with:

CLIENT (de-identified): [APPROXIMATE AGE, MARRIED OR SINGLE, KEY ACCOUNTS]
WHAT THEY HAVE NAMED AS THE RETIREMENT VISION: [HOW THEY DESCRIBE IT]
WHAT THEY HAVE NOT NAMED that might affect the plan: [HEALTH, FAMILY OBLIGATIONS, BUSINESS, OTHER]
MY READ ON THEIR REAL CONCERN: [WHAT THEY ARE ACTUALLY WORRIED ABOUT]
CURRENT SAVINGS-TO-GOAL POSTURE: [ON TRACK / BEHIND / AHEAD]

Draft a conversation framework:

1. THE OPENING QUESTION: one open-ended question that gets them talking about retirement in their own words.
2. THE GAP CHECK: the questions that uncover the items they have not named (legacy, healthcare, longevity, family).
3. THE NUMBERS CONVERSATION: how to walk through the savings-to-goal picture in their language, not in financial jargon.
4. THE REALITY MOMENT: if they are behind, how to deliver that without crushing or alarming.
5. THE OPTIONS: 2-3 paths forward depending on their constraints, each with the trade-off named.
6. THE NEXT STEPS: what they leave the meeting with concretely.
7. THE WORRY TO RETURN TO: the specific underlying concern I should circle back to in the next conversation if it does not get fully addressed today.

Do not assume they want to maximize wealth at retirement; surface what they actually want. Some clients want to underspend so they leave money behind; some want to spend down to zero; surface this plainly.

When to use: Day before the meeting. · Best model: Claude. The discipline about not assuming client preferences matters.

Prompt 4

Compliance-Safe Marketing Drafter

Most financial advisor marketing copy is either too cautious (boring) or too aggressive (compliance flag). This prompt drafts copy that is compelling AND defensible.

I want to publish a marketing piece:

FORMAT: [LINKEDIN POST / BLOG POST / NEWSLETTER / SEMINAR INVITE]
TOPIC: [SPECIFIC]
THE POINT I WANT TO MAKE: [ONE SENTENCE]
MY CREDENTIAL OR EXPERTISE on this topic: [BRIEF]
MY FIRM'S COMPLIANCE FRAMEWORK: [RIA / BROKER-DEALER / DUAL / SOLO PRACTITIONER]

Draft the piece with compliance built in:

1. THE CLAIMS I AM MAKING: each one supportable with reasonable evidence (not testimonials, not performance guarantees, not specific product names).
2. THE LANGUAGE: avoiding common compliance-flag phrases ("best," "top," "guaranteed," "safe," "will," "always").
3. THE TONE: educational and helpful, not promotional.
4. THE CALL-TO-ACTION: appropriate to the format (read more, schedule a call, attend a seminar) without high-pressure language.
5. THE DISCLOSURE LANGUAGE that this piece should include (do not draft specific compliance text; identify what categories of disclosure apply).
6. THE RISKS to flag in compliance review: places where my marketing department might push back.

This goes through my firm's compliance review. Do not promise outcomes, market timing, or specific returns. Do not mention specific investment products by name. Do not include testimonials or endorsements.

When to use: Before sending to compliance review. · Best model: Claude. The discipline about avoiding compliance-flag phrases matters legally.

Prompt 5

Estate-Planning Coordination Brief

Estate planning is the conversation most advisors put off. This prompt structures the coordination across attorney, accountant, and family so it actually moves forward.

Client situation (de-identified):

CLIENT: [APPROXIMATE AGE, MARRIED OR SINGLE, FAMILY STRUCTURE]
ROUGH ESTATE SIZE BAND: [BRACKET]
CURRENT ESTATE DOCS IN PLACE: [WILL / TRUST / NONE / OUTDATED]
EXISTING PROFESSIONAL TEAM: [ATTORNEY / CPA / etc., or NONE]
KEY ESTATE CONCERNS: [BENEFICIARIES, HEIRS, BUSINESS SUCCESSION, CHARITABLE INTENT, BLENDED FAMILY]

Draft a coordination brief:

1. THE PRIORITY ORDER: 3-4 estate-planning items, in priority order based on the client's situation.
2. FOR EACH PRIORITY: which professional needs to lead (attorney for documents, CPA for tax strategy, advisor for funding and account titling, etc.).
3. THE FAMILY CONVERSATION REQUIRED: any topic the client must discuss with family before professionals can draft.
4. THE COORDINATION SEQUENCE: which conversation needs to happen first, second, third.
5. THE NEXT STEP I WILL OWN as the advisor (introduction, account titling, beneficiary update, funding into trust).
6. THE TIMELINE that is realistic given the complexity.
7. THE QUESTIONS the attorney will ask that the client should pre-think about.

Do not provide legal advice. Do not draft specific estate documents. Surface the coordination work; do not perform the legal work.

When to use: When the client asks about estate planning or when life events suggest it is overdue. · Best model: Claude. The discipline about not crossing into legal advice matters.

Prompt 6

Tax-Loss Harvesting Communication

Tax-loss harvesting at year-end produces a series of client emails most advisors write hastily. This prompt drafts them so the client understands what happened.

I executed tax-loss harvesting trades for a client:

CLIENT (de-identified): [BRIEF]
SPECIFIC TRADES (without ticker names): [SOLD AT LOSS, REINVESTED INTO REPLACEMENT, etc.]
ESTIMATED TAX BENEFIT for them this year: [ROUGH RANGE]
WASH-SALE WINDOW affecting timing: [BRIEF]

Draft a client email:

1. OPENING: warm, factual, names what happened without alarming language.
2. WHAT WE DID: in plain English, without ticker names. Frame it as a tactical move within their plan.
3. WHY: the tax benefit explained at their literacy level, including the time window for realization.
4. WHAT TO EXPECT: any year-end tax form impact, any cash-balance changes they would notice, any wash-sale considerations affecting their personal account.
5. WHAT TO ASK ME: invitation to call with questions, with specific phone or scheduling link.
6. CLOSE: brief, warm.

Keep under 250 words. Do not include specific ticker symbols, dollar projections of after-tax return, or guarantees about tax outcomes (they depend on their full filing).

When to use: Within a week of executing the trades. · Best model: Claude. The discipline about not over-promising tax outcomes matters.

Prompt 7

Difficult Client Off-Boarding

Some clients are not the right fit. The off-boarding conversation handled badly costs reputation and referrals. This prompt drafts the message that ends the relationship cleanly.

I need to off-board a client:

CLIENT (de-identified): [BRIEF, INCLUDING TENURE]
WHY THIS IS NOT A FIT (be specific): [REASONS]
THE RELATIONSHIP I WANT TO PRESERVE (if any): [REFERRAL VALUE, COMMUNITY OVERLAP, etc.]
MY FIRM'S OFF-BOARDING PROCESS: [POLICY]
THE TRANSITION OPTIONS I CAN OFFER: [ANOTHER ADVISOR IN FIRM / EXTERNAL REFERRAL / DIY GUIDANCE]

Draft the off-boarding communication:

1. THE OPENING: warm, professional, names the topic without leading with criticism.
2. THE EXPLANATION: my reasoning in 2-3 sentences. Without blaming them, without false flattery.
3. THE TRANSITION SUPPORT: what I will help with (paperwork, intro to next advisor, timeline).
4. THE TIMELINE: clear dates for when accounts move, when the relationship formally ends.
5. THE GRATITUDE: brief, sincere, anchored to something specific about the relationship.
6. THE CLOSE: invitation to ask questions, warm professional sign-off.

Keep under 300 words. Do not blame the client. Do not retreat from the decision. Do not promise to take them back if circumstances change.

When to use: After you have decided. Sleep on the draft once before sending. · Best model: Claude. Tone discipline is the entire value.

These work across Claude, ChatGPT, Gemini, and Grok. Claude is the strongest default because of its discipline about not making predictions and avoiding compliance-flag language. For client data and PII, use paid plans with no-training and no-retention terms. Your firm’s compliance department may have an approved AI-tool list; use those. Many RIAs and broker-dealers now have written AI-use policies; comply with yours specifically.

What is the worst thing you can do with AI for financial advisors?

Three failure modes will sink advisor-AI workflows fastest, with regulatory consequence attached to each.

  • Letting AI write content that constitutes investment advice without compliance review. Any client-facing communication recommending specific actions, projecting specific returns, or naming specific products is investment advice. AI output that includes any of these must go through your firm’s compliance process before client transmission.
  • Pasting client PII (full account numbers, SSNs, full birth dates) into a free-tier AI tool. Free tiers may train on inputs and may retain content. Use paid plans with verified data-handling. For SEC-registered RIAs, your written information security program (WISP) may restrict third-party AI processing of client data; verify before sending.
  • Asking AI for specific securities, ETF tickers, mutual fund recommendations, or return projections. AI fabricates these and produces output that looks authoritative but is not. Even when the AI’s output is accurate, putting it in a client-facing piece without compliance review creates regulatory exposure.

What if you want to take this further?

Each prompt above takes inputs you paste in. The next move is connecting AI to the systems where advisor work already happens, with extra care for client PII and compliance documentation.

Connectors are now standard

Claude, ChatGPT, and Grok all support connectors that let your AI read live data from your work tools (Gmail, Notion, GitHub, Asana, HubSpot, Stripe, and many more) instead of relying on you to paste context. For advisors this means the AI can read your CRM (Wealthbox, Redtail, Salesforce), your Outlook or Gmail thread with the client, your Notion or SharePoint planning templates, or your Calendly meeting bookings. PII-sensitive data needs HIPAA-level care even though it is not technically PHI.

For financial advisors, the connectors worth pairing with these prompts:

  • Wealthbox / Redtail / Salesforce connector — reads CRM context for client review prep without requiring you to re-summarize the file.
  • Gmail / Outlook connector — pulls prior client correspondence for the market-volatility and review-prep prompts.
  • Notion / SharePoint connector — if your firm maintains review templates, compliance language libraries, or planning frameworks, AI reads them for consistency.
  • Calendly connector — for client meeting scheduling and the difficult off-boarding prompt where the transition timeline matters.
  • QuickBooks connector — for advisors who also do tax-coordination work, reads client financial picture for the planning prompts.

What are common questions about AI for financial advisors?

Can financial advisors use AI under SEC and FINRA rules?

Yes, with appropriate supervision and disclosure. SEC and FINRA have both issued guidance on AI use. The line: AI may scaffold documentation, drafting, and communication, but cannot substitute for the advisor’s fiduciary judgment. Every client-facing output goes through your firm’s compliance review. Many RIAs and broker-dealers now have written AI-use policies; comply with yours specifically.

Will AI replace financial advisors?

AI is changing what advisors do, not eliminating the role. Documentation, client communication, market updates, coordination work: all compressing. Fiduciary judgment, relationship management, behavioral coaching during market stress, multi-generational planning: still your work. Advisors who use AI for the back-office work and spend their saved time on actual client care become more valuable, not less.

Which AI tool is best for advisors?

For general drafting on de-identified content, Claude Pro is most disciplined about avoiding compliance-flag language. For advisor-specific work, several firms now have integrated AI features (Schwab Advisor Center, Fidelity Wealthscape, Orion AI). Use general AI for structuring and drafting; use the integrated platforms for client-data work that requires firm-approved tools.

Is client data safe in AI tools?

Paid Claude and ChatGPT plans do not train on inputs and do not retain content beyond the session. Read each provider’s data handling policy. For client account numbers, SSNs, full birth dates: strip those from any prompt regardless of plan. Your firm’s written information security program (WISP) may restrict third-party AI processing; verify before sending.

Should I tell clients I use AI?

Many firms now include AI-use disclosure language in their Form ADV brochure or in client engagement letters. Check yours. Some state securities regulators are developing specific AI-disclosure requirements. The trend is toward more transparency; default to disclosure if your firm’s policy does not specifically address it.

Can AI predict markets?

No, and any AI output that claims to predict specific market direction or specific security returns should be treated as marketing content requiring compliance review and probably rejection. Use AI to structure communication ABOUT markets (what happened, what it means in general terms, how to think about it); do not use AI to predict markets.

How long does it take to build the advisor-AI loop?

Six weeks. Start with the Client Review Prep and the Market Volatility Email Drafter. Add the Compliance-Safe Marketing prompt before your next planned piece. Most advisors settle into 3-4 of the seven prompts as part of their weekly workflow within a quarter.

🎯

The AI Prompt Library · $39

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Soon to be 1000+ prompts in Notion organized by use case. The full advisor section includes everything above plus prompts for prospect meeting prep, COI relationship building, niche specialization marketing, RIA compliance documentation, and succession-planning conversations. Plus prompts for every other field. Lifetime access.

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