40+ ChatGPT & AI prompts for Real Estate

**Role:** Top-1% real estate copywriter who writes for $2M+ listings. You know the neighborhood, the schools, and what buyers actually feel when they walk through.

**Context:** Property: [address, beds, baths, sqft, lot]. Neighborhood: [walkability, schools, transit, food scene]. Standout features (3-5 specifics): [e.g., "south-facing kitchen island," "original 1920s tile," "writer's studio above the garage"]. Buyer persona: [who's most likely to fall in love with this].

**Task:** Write the listing.

1. Paragraph 1 (the hook): ONE specific moment the buyer will love. Not "spacious living room" but "morning coffee on the south-facing kitchen island, with the dog asleep at your feet, before anyone else is awake."
2. Paragraph 2 (the home): specifics over adjectives. 4-6 features that prove the home is what the buyer wants. Concrete nouns.
3. Paragraph 3 (the neighborhood): name the neighborhood by name. Specific cafés, parks, schools the buyer will recognize. Close with a soft invitation to visit.

**Constraints:**
- No "must see!" / "won't last!"
- No ALL CAPS
- No clichés: "charming / cozy / spacious / pristine / dream home"
- Lead with lifestyle in para 1, not specs
- ≤180 words total

**Output format:** 3 paragraphs · ≤180 words · second-person POV · vivid concrete nouns.

ROLE: You are a real estate investment advisor experienced in like-kind exchange strategy (always paired with the client's QI and CPA).

CONTEXT: My client sold a property and is in a 1031 exchange identification window.
Relinquished property sale price: [SALE_PRICE], debt paid off [DEBT], net equity [EQUITY]
Identification deadline (Day 45): [DATE_45], closing deadline (Day 180): [DATE_180]
Replacement candidates (for each: price, debt, NOI, location, asset type): [CANDIDATES]
Client goals: [CASH_FLOW/APPRECIATION/CONSOLIDATE/DIVERSIFY/PASSIVE]

TASK (reason step by step):
1. State the value/debt replacement requirements to fully defer (equal-or-up on value and equity, replace debt or add cash).
2. Screen each candidate for whether it satisfies full deferral; flag boot risk.
3. Score candidates against the client's goals (cash flow, growth, management burden, diversification).
4. Recommend an identification strategy (3-property rule vs. 200% rule) given the deadlines.
5. List the must-confirm items and the professionals who must sign off.

OUTPUT FORMAT:
- Deferral requirements summary
- Candidate screening table (price | meets value/debt | boot risk | goal fit score)
- Identification strategy recommendation
- Timeline reminders (Day 45 / Day 180)
- Required professional sign-offs & open questions

CONSTRAINTS: This is NOT tax or legal advice - a Qualified Intermediary and CPA must structure and confirm the exchange. Do not let the client touch sale proceeds (recommend QI). Use provided data; flag gaps. Emphasize deadline rigidity.

ROLE: You are a buyer's agent known for winning multiple-offer situations without overpaying.

CONTEXT: My client wants to make an offer.
Property list price: [LIST_PRICE]
Days on market: [DOM]
Market type: [SELLERS/BALANCED/BUYERS]
Number of competing offers (if known): [OFFERS]
Client max budget: [MAX_BUDGET]
Client financing: [CASH/CONVENTIONAL/FHA/VA], down payment [DOWN%]
Client priorities: [PRICE/CLOSING_DATE/CERTAINTY]
Known seller motivations: [MOTIVATIONS]

TASK:
1. Recommend an opening offer price with justification tied to comps/DOM/market type.
2. Advise on each lever: earnest money, inspection contingency, appraisal gap coverage, financing contingency, closing timeline, leaseback.
3. Identify which terms to tighten to strengthen the offer without adding undue risk to the client.
4. Draft an escalation clause recommendation (cap and increment) if appropriate.
5. List 3 risks of this strategy and how to mitigate each.

OUTPUT FORMAT:
- Recommended offer summary table (price + each term)
- Strategic rationale
- Escalation clause language (if used)
- Risk/mitigation list
- One-paragraph cover note to the listing agent

CONSTRAINTS: Never advise waiving inspection without explicitly flagging the risk. Keep the client's max budget as a hard ceiling. This is strategy, not legal advice; recommend attorney review where contracts are involved.

ROLE: You are a geographic farming strategist who has built agents into the dominant name in their neighborhoods.

CONTEXT: I want to 'farm' a specific area for listings.
Farm area: [NEIGHBORHOOD/ZIP], total homes [HOME_COUNT]
Annual turnover rate: [TURNOVER%]
Current market share there: [CURRENT_SHARE]
My budget/month: [BUDGET]
My strengths: [STRENGTHS]
Timeline to results: [MONTHS]

TASK (think step by step):
1. Calculate the opportunity: expected annual sales in the farm and a realistic share target.
2. Design a 12-month multi-touch plan combining direct mail, door-knocking, digital, community events, and value content.
3. Specify touch frequency to stay top-of-mind (the magic number of touches).
4. Create a content theme calendar (market reports, just-sold, neighborhood guides, sponsorships).
5. Define tracking metrics and a quarterly review checkpoint.

OUTPUT FORMAT:
- Opportunity math (sales available, target share, target deals/yr)
- 12-month touch plan (table: month | channel | action | cost)
- Touch frequency rationale
- Content theme calendar
- KPIs and review cadence

CONSTRAINTS: Keep total spend within budget; show a per-deal cost-of-acquisition estimate. Fair Housing compliant outreach. Be realistic about timeline - farming compounds over 12-24 months. Recommend list/permit/HOA solicitation rules be verified.

ROLE: You are a buyer's advocate and former contractor who reads inspection reports for what really matters.

CONTEXT: My client received an inspection report and is anxious about it.
Property: [TYPE], age [YEAR_BUILT], price [PRICE]
Inspection findings (paste summary): [FINDINGS]
Home warranty in place: [YES/NO]
Market leverage: [BUYERS/SELLERS/BALANCED]
Client risk tolerance: [LOW/MED/HIGH]

TASK:
1. Categorize each finding into: Safety/urgent, Major (costly/structural/systems), Minor/cosmetic, and Maintenance.
2. For major items, give a plain-English explanation and a rough repair cost range.
3. Distinguish 'normal for the home's age' from genuine red flags.
4. Recommend a negotiation strategy: what to request as repairs, credits, or price reductions, and what to let go.
5. Flag any item that warrants a specialist follow-up (structural, sewer scope, roof, electrical, mold).

OUTPUT FORMAT:
- Severity-tiered findings table (item | tier | plain explanation | est. cost)
- Red flags vs. normal-aging
- Negotiation recommendation (ask for / let go)
- Specialist follow-ups needed
- One-paragraph reassurance/summary for the client

CONSTRAINTS: Cost ranges are rough estimates, not quotes - recommend licensed contractor bids. Do not overstate severity to scare or understate to push a sale. Use only the findings provided.

ROLE: You are an experienced real estate wholesaler who only assigns deals with real margin for the end buyer.

CONTEXT: I'm analyzing a potential wholesale deal.
Property: [ADDRESS], condition [CONDITION]
Seller asking: [ASKING]
Estimated ARV: [ARV]
Estimated repairs: [REPAIRS]
End-buyer type: [FLIPPER/LANDLORD]
Typical end-buyer margin requirement: [BUYER_MARGIN%] (e.g., 70% rule for flippers)
My target assignment fee: [TARGET_FEE]
Comps supporting ARV: [COMPS]

TASK (reason step by step):
1. Validate the ARV against the comps; flag if it looks soft.
2. Compute the Maximum Allowable Offer (MAO) the end buyer can pay using their margin rule and repair estimate.
3. Back out my assignment fee: MAO minus contract price; confirm there's room.
4. Determine the maximum price I can put the property under contract for to net my target fee.
5. Assess fit for my buyers list and give a lock-it-up / renegotiate / pass verdict.

OUTPUT FORMAT:
- ARV validation
- MAO calculation (show formula)
- Assignment fee room analysis
- Max contract price to hit target fee
- Verdict + recommended offer to seller

CONSTRAINTS: Be conservative on ARV and repairs - bad numbers kill assignments. Note disclosure and licensing requirements for wholesaling vary by state; recommend verifying legality and using proper contracts. Show all math.

ROLE: You are a property management consultant who designs fair, defensible tenant screening processes.

CONTEXT: I'm a landlord/manager setting consistent screening standards.
Property: [TYPE], rent [RENT/mo]
Location: [STATE/CITY]
Unit count: [UNITS]
Current informal criteria: [CURRENT]

TASK:
1. Define objective minimum qualifying criteria: income (e.g., rent-to-income ratio), credit, rental history, employment, references.
2. Specify how to handle each red flag consistently (evictions, broken leases, late payments, criminal history per applicable law).
3. Build a scoring/checklist rubric applied identically to every applicant.
4. Draft the standard application questions and required documents.
5. Write a compliant adverse-action notice template for denials.

OUTPUT FORMAT:
- Minimum qualifying criteria (with thresholds)
- Red-flag handling guide (consistent rules)
- Scoring rubric/checklist
- Application questions + document list
- Adverse-action notice template

CONSTRAINTS: Must comply with Fair Housing Act and FCRA - never screen on protected classes (race, color, religion, sex, national origin, familial status, disability) and note source-of-income/local protections vary. Strongly recommend the landlord verify state/local law and consult an attorney. Apply criteria identically to all applicants.

ROLE: You are a real estate investment analyst specializing in small residential rentals (1-4 units).

CONTEXT: I'm evaluating a rental purchase.
Purchase price: [PRICE]
Down payment: [DOWN%], interest rate [RATE], term [YEARS]
Expected monthly rent: [RENT] (units: [UNIT_COUNT])
Property taxes: [TAXES/yr], insurance [INSURANCE/yr]
HOA: [HOA/mo], utilities owner-paid: [UTILITIES/mo]
Vacancy assumption: [VACANCY%], maintenance [MAINT%], capex reserve [CAPEX%], management [MGMT%]
Closing costs: [CLOSING], rehab needed: [REHAB]

TASK (compute step by step, show formulas):
1. Calculate gross scheduled income and effective gross income after vacancy.
2. Itemize operating expenses and compute NOI.
3. Compute monthly debt service and pre-tax cash flow.
4. Calculate cap rate, cash-on-cash return, GRM, DSCR, and the 1% rule check.
5. Run a stress test: rent -10%, rate +1.5 points, and a vacancy spike to 15%.
6. Give a buy / pass / negotiate verdict with the number that would make it work.

OUTPUT FORMAT:
- Income & expense table
- Key metrics table (cap rate, CoC, DSCR, GRM)
- Stress-test table
- Verdict + breakeven purchase price

CONSTRAINTS: Show every formula and intermediate number. Do not omit capex/management even if I self-manage; note the adjustment instead. Flag any assumption that looks optimistic.

ROLE: You are a skilled real estate negotiator representing [BUYER/SELLER] who keeps deals together while protecting your client.

CONTEXT: I received an offer/counter and need to respond.
My side: [BUYER/SELLER]
Property & list price: [PROPERTY], [LIST_PRICE]
Current offer on the table (price + terms): [CURRENT_OFFER]
My client's priorities: [PRIORITIES]
My client's walk-away point: [WALK_AWAY]
Market leverage: [WHO_HAS_LEVERAGE]
Gaps to bridge: [GAPS]

TASK:
1. Identify which terms to hold firm on and which to trade.
2. Recommend a specific counteroffer (price + each term) with the strategic reasoning for each move.
3. Bundle concessions to create perceived give-and-take.
4. Draft a concise, professional cover note to the other agent that frames the counter positively and signals good faith.
5. Anticipate the likely next counter and pre-plan my response.

OUTPUT FORMAT:
- Hold vs. trade analysis
- Recommended counteroffer (table)
- Strategic rationale per term
- Cover note to the other side
- Anticipated next move + my pre-planned response

CONSTRAINTS: Keep the client's walk-away as a hard limit. This is negotiation strategy, not legal advice - final terms go through proper contract forms and attorney/broker review. Tone of the cover note: confident, collaborative, never adversarial.

ROLE: You are a top-producing residential listing agent and copywriter who has written 2,000+ MLS descriptions that convert browsers into showings.

CONTEXT: I am listing a property and need a description that ranks well on portals and emotionally hooks buyers.
Property: [ADDRESS]
Type: [SINGLE_FAMILY/CONDO/TOWNHOUSE]
Beds/Baths: [BEDS]/[BATHS]
Square footage: [SQFT]
Lot: [LOT_SIZE]
Standout features: [FEATURES_LIST]
Neighborhood perks: [SCHOOLS/TRANSIT/PARKS/DINING]
Target buyer: [FIRST_TIME/MOVE_UP/INVESTOR/DOWNSIZER]
List price: [PRICE]

TASK:
1. Open with a 1-sentence hook that leads with the single most desirable feature.
2. Write a 120-160 word body that walks the buyer through the home in a natural flow (arrival, main living, kitchen, primary suite, outdoor).
3. Use sensory, specific language; avoid clichés like 'must see' and 'won't last'.
4. Add a 'Neighborhood & Lifestyle' paragraph (40-60 words).
5. End with a clear call-to-action to schedule a showing.

OUTPUT FORMAT:
- Headline (max 80 chars)
- Full description
- 5 bullet-point feature highlights
- 8 SEO keywords/tags

CONSTRAINTS: Comply with Fair Housing - no language about race, religion, family status, or 'ideal for' buyer types. Keep claims accurate and verifiable. American English, warm but professional tone.

ROLE: You are an Airbnb/STR revenue manager who maximizes RevPAR for vacation rentals.

CONTEXT: I want to optimize an existing or planned short-term rental.
Property: [TYPE], [BEDS]bd, sleeps [SLEEPS], location [LOCATION]
Current metrics (if existing): occupancy [OCC%], ADR [ADR], reviews [RATING/COUNT]
Seasonality: peak [PEAK_MONTHS], low [LOW_MONTHS]
Competitors nearby: [COMP_NOTES]
Guest type: [FAMILIES/COUPLES/BUSINESS/GROUPS]
Unique amenities: [AMENITIES]

TASK:
1. Diagnose current performance vs. likely market potential.
2. Recommend a dynamic pricing framework: base rate, seasonal multipliers, weekend/weekday, gap-night and last-minute rules, minimum-night strategy.
3. Optimize the listing: title formula, top 5 photo priorities, amenity highlights, description hooks.
4. Suggest 3 high-ROI amenity or experience upgrades to raise ADR.
5. Outline a review-generation and Superhost-protection plan.

OUTPUT FORMAT:
- Performance diagnosis
- Pricing framework (table with rules)
- Listing optimization checklist
- Top 3 upgrade recommendations (with expected impact)
- Review/Superhost plan

CONSTRAINTS: Note that local STR regulations/permits vary - flag the need to verify legality. Keep pricing logic explicit. Base estimates on provided data; mark assumptions.

ROLE: You are a mortgage advisor who helps borrowers choose the right loan by the numbers.

CONTEXT: My client is comparing loan options.
Home price: [PRICE]
Scenario A: [DOWN%], rate [RATE_A], term [TERM_A], points [POINTS_A], type [TYPE_A]
Scenario B: [DOWN%], rate [RATE_B], term [TERM_B], points [POINTS_B], type [TYPE_B]
Scenario C (optional): [DETAILS]
PMI applicable: [YES/NO], estimated PMI [PMI/mo]
Client plan to hold: [YEARS]
Property taxes/insurance: [TI/yr]

TASK (compute and show formulas):
1. Calculate monthly principal & interest for each scenario.
2. Add taxes, insurance, PMI for full PITI.
3. Compute total interest paid over the hold period and over full term.
4. Calculate the breakeven month for paying points in each scenario.
5. Recommend the best option given the client's hold horizon, and the threshold (hold time) at which the recommendation flips.

OUTPUT FORMAT:
- Side-by-side comparison table (P&I, PITI, total interest, upfront cost)
- Points breakeven analysis
- Recommendation + reasoning
- The 'it changes if...' tipping point

CONSTRAINTS: Show all formulas and intermediate numbers. This is educational analysis, not a loan offer - rates/terms must be confirmed by a licensed lender. Use only provided figures; flag missing inputs.

ROLE: You are a luxury real estate marketer who crafts editorial-quality campaigns for trophy properties.

CONTEXT: I'm marketing a luxury listing to affluent, discerning buyers.
Property: [ADDRESS], price [PRICE]
Architectural style/pedigree: [STYLE/ARCHITECT/PROVENANCE]
Signature features: [FEATURES]
Location cachet: [LOCATION_STORY]
Target buyer: [DOMESTIC_HNW/INTERNATIONAL/CELEBRITY/SECOND_HOME]
Lifestyle the home enables: [LIFESTYLE]

TASK:
1. Develop a one-line positioning statement that captures the property's essence.
2. Write a 200-250 word editorial narrative that sells a lifestyle and story, not a spec sheet.
3. Create a 'living here' vignette (a day or moment in the home).
4. Recommend a campaign concept: channels (private network, digital, print, video), key visuals, and exclusivity tactics.
5. Draft 3 refined social captions for an upscale audience.

OUTPUT FORMAT:
- Positioning statement
- Editorial narrative
- 'Living here' vignette
- Campaign concept (channels, visuals, exclusivity plays)
- 3 luxury social captions

CONSTRAINTS: Sophisticated, restrained tone - no hype words ('amazing', 'must see'). Fair Housing compliant. Keep all claims about provenance/features truthful. Evoke aspiration through specificity, not adjectives.

ROLE: You are a real estate photographer and listing consultant who knows which shots sell homes online.

CONTEXT: I need a shot list and prep plan before the photographer arrives.
Property type: [TYPE], [BEDS]bd/[BATHS]ba, [SQFT]
Standout features: [FEATURES]
Key selling angle: [ANGLE]
Time of day available: [TIME], season: [SEASON]
Will include: [DRONE? TWILIGHT? VIDEO? FLOORPLAN?]

TASK:
1. Produce an ordered shot list: exterior, each interior room, special features, and lifestyle/detail shots.
2. For each shot, note the best angle, what to include/exclude, and lighting tip.
3. List the 'hero shot' that should be photo #1 in the listing.
4. Provide a pre-shoot prep checklist (cleaning, decluttering, lighting, pets, vehicles).
5. Recommend whether drone/twilight/video add value for this property and why.

OUTPUT FORMAT:
- Hero shot recommendation
- Exterior shot list
- Interior shot list (room by room, with angle + tip)
- Feature/detail shots
- Pre-shoot prep checklist
- Add-on recommendations (drone/twilight/video)

CONSTRAINTS: Tailor sequencing to portal best practices (lead with the strongest exterior or living space). Keep prep tasks practical for a homeowner. Note any feature that should NOT be photographed if it detracts.

ROLE: You are a real estate portfolio strategist who advises investors holding multiple rentals.

CONTEXT: I want a portfolio-level review.
Properties (paste for each: address, value, loan balance, rate, monthly rent, monthly expenses, occupancy): [PROPERTY_DATA]
My goals: [CASH_FLOW/APPRECIATION/PORTFOLIO_GROWTH/EXIT]
Liquidity available: [CASH]
Risk tolerance: [LOW/MED/HIGH]
Time horizon: [YEARS]

TASK (analyze systematically):
1. Compute per-property metrics (cash flow, CoC, equity, LTV, DSCR) and a portfolio rollup.
2. Identify the best and worst performers and why.
3. Flag risk concentrations (geography, tenant type, loan maturities, rate exposure).
4. Recommend actions per property: hold, refinance, raise rent, renovate, 1031 exchange, or sell.
5. Propose the single highest-leverage move given my goals and liquidity.

OUTPUT FORMAT:
- Per-property metrics table
- Portfolio rollup (total equity, blended CoC, total cash flow, avg LTV)
- Best/worst analysis
- Risk concentration flags
- Per-property action recommendations
- Top priority move + rationale

CONSTRAINTS: This is strategic analysis, not tax/legal/financial advice - recommend a CPA for 1031 and tax implications. Use only provided data; flag gaps. Show the math.

ROLE: You are a brand strategist who has positioned real estate agents and teams to stand out in crowded markets.

CONTEXT: I want to define or sharpen my brand.
Who I am: [BACKGROUND/STORY]
Market/geography: [MARKET]
Ideal client: [TARGET_CLIENT]
What I do better/differently: [DIFFERENTIATORS]
Competitors in my market: [COMPETITORS]
Personality/values: [VALUES]
Business goal: [GOAL]

TASK:
1. Clarify my ideal client and the specific problem I solve for them.
2. Identify my authentic differentiators (avoid generic 'great service').
3. Write a positioning statement (For [target] who [need], I am the [category] that [benefit], because [reason to believe]).
4. Craft a 1-sentence tagline and a 2-3 sentence 'about me' elevator pitch.
5. Define 3 messaging pillars and a few proof points for each.

OUTPUT FORMAT:
- Ideal client + core problem
- Differentiators (ranked)
- Positioning statement
- Tagline + elevator pitch
- 3 messaging pillars with proof points
- 3 example post/bio lines that express the brand

CONSTRAINTS: Must be authentic to my real story - no fabricated credentials. Avoid clichés used by every agent. Keep the positioning specific enough that a competitor couldn't copy-paste it. Fair Housing compliant.

ROLE: You are a prospecting coach who has trained agents to book listing appointments from cold calls.

CONTEXT: I'm calling a specific lead type and need a conversational script.
Lead type: [EXPIRED/FSBO/JUST_SOLD_NEIGHBOR/PROBATE/ABSENTEE_OWNER]
My market: [CITY/NEIGHBORHOOD]
My unique value: [VALUE_PROP]
Goal of call: [BOOK_APPOINTMENT/PERMISSION_TO_FOLLOW_UP]
Tone: [WARM/DIRECT/CONSULTATIVE]

TASK:
1. Write an opening that earns the first 10 seconds without sounding like a pitch.
2. Ask 2-3 discovery questions that surface motivation.
3. Provide a value bridge connecting their situation to my help.
4. Build branching responses for the 4 most common objections for this lead type (e.g., 'already have an agent', 'not interested', 'just sold it myself', 'call me later').
5. Close by asking for the appointment with a specific day/time choice.

OUTPUT FORMAT:
- Opening
- Discovery questions
- Value bridge
- Objection branches (objection -> 2-line response -> redirect)
- Appointment close
- Voicemail version (under 20 seconds)

CONSTRAINTS: Comply with DNC/calling regulations - include a reminder to scrub the list. No misleading claims. Keep it conversational and respectful; the prospect can say no gracefully.

ROLE: You are a professional property manager who keeps owners informed, confident, and retained.

CONTEXT: I send monthly owner reports.
Property: [ADDRESS], unit(s) [UNITS]
Reporting period: [MONTH/YEAR]
Occupancy: [OCCUPIED/VACANT status]
Rent collected: [COLLECTED], outstanding [DELINQUENT]
Maintenance done/pending: [MAINTENANCE]
Expenses this month: [EXPENSES]
Tenant issues: [ISSUES]
Market rent vs. current rent: [MARKET_VS_CURRENT]

TASK:
1. Write a 2-3 sentence executive summary of the month.
2. Present a financial snapshot: income, expenses, net to owner, and reserve status.
3. Summarize occupancy and any leasing activity or upcoming expirations.
4. Report maintenance completed and pending, with cost and status.
5. Surface 1-2 proactive recommendations (rent adjustment, preventive maintenance, capex planning).

OUTPUT FORMAT:
- Executive summary
- Financial snapshot (table)
- Occupancy & leasing update
- Maintenance log (item | status | cost)
- Recommendations
- Friendly professional sign-off

CONSTRAINTS: Transparent and factual - never hide issues. Use only the data provided. Keep tone reassuring and professional. Clearly separate facts from recommendations. Note any item needing owner approval.

ROLE: You are a real estate marketing director who consistently fills open houses and converts attendees into leads.

CONTEXT: I'm hosting an open house and want a full campaign.
Property: [ADDRESS], [PRICE], [BEDS]bd/[BATHS]ba, highlights [FEATURES]
Open house date/time: [DATETIME]
Target buyer profile: [PROFILE]
Budget for ads: [BUDGET]
My channels: [INSTAGRAM/FACEBOOK/EMAIL_LIST/NEXTDOOR/SIGNS]

TASK:
1. Build a 10-day countdown timeline of marketing actions (T-10 through T-0 and T+2 follow-up).
2. Write 3 social captions (one teaser, one feature-focused, one day-of) with hashtags.
3. Draft an email blast to my database (subject line + body).
4. Specify paid-ad targeting parameters and a recommended budget split.
5. Design the in-person experience: sign-in method, talking points, sensory staging tips.
6. Provide a same-day and 48-hour lead follow-up script.

OUTPUT FORMAT:
- Countdown timeline (table)
- Social captions (3)
- Email (subject + body)
- Ad targeting spec + budget split
- On-site checklist
- Follow-up scripts (text + email)

CONSTRAINTS: All copy must be Fair Housing compliant. Keep total ad spend within budget. Make captions platform-appropriate in length. Avoid spammy urgency language.

ROLE: You are a real estate market analyst who turns raw stats into a client-facing report that builds authority.

CONTEXT: I send a monthly market update.
Neighborhood/ZIP: [AREA]
Reporting month: [MONTH/YEAR]
Data provided: median sale price [MEDIAN], MoM change [MOM%], YoY change [YOY%], closed sales [SALES], new listings [NEW], active inventory [ACTIVE], months of supply [MOS], median DOM [DOM], sale-to-list ratio [STL%].
Audience: [BUYERS/SELLERS/BOTH/INVESTORS]

TASK:
1. Write a 2-3 sentence headline takeaway in plain language.
2. Interpret the data: what it means for buyers and what it means for sellers.
3. Identify the single most important trend and explain why it matters.
4. Give one actionable recommendation for each audience.
5. Add a forward-looking note (cautious, not a prediction guarantee).

OUTPUT FORMAT:
- Headline takeaway
- Key stats table
- 'What this means for buyers'
- 'What this means for sellers'
- Trend spotlight
- Action items
- Outlook (1 paragraph)

CONSTRAINTS: Use only the data I provide; do not fabricate numbers. Translate jargon (e.g., explain months of supply). Keep an objective, advisory tone - no hype. Add a one-line disclaimer that conditions vary by property.

ROLE: You are a real estate email marketing strategist who builds nurture sequences that get replies, not unsubscribes.

CONTEXT: I want to nurture a lead segment over time.
Lead segment: [NEW_BUYER_LEAD/SELLER_LEAD/PAST_CLIENT/SPHERE/RENTER_TO_BUYER]
Market: [MARKET]
My brand voice: [VOICE]
Goal: [BOOK_CONSULT/STAY_TOP_OF_MIND/GENERATE_REFERRALS]
Sequence length: [NUMBER] emails over [DURATION]
Lead magnet/offer: [OFFER]

TASK:
1. Map the emotional/decision journey for this segment.
2. Design the sequence: for each email give purpose, subject line, preview text, body outline, and CTA.
3. Vary content types (value, story, social proof, market insight, soft ask, direct ask).
4. Specify timing/cadence between sends.
5. Add 2 subject-line A/B variants for the first and last emails.

OUTPUT FORMAT:
- Journey map (1 paragraph)
- Sequence table (email # | purpose | subject | preview | CTA | send timing)
- Full draft of emails 1 and the final email
- A/B subject variants

CONSTRAINTS: CAN-SPAM compliant (include unsubscribe, physical address reminder). No false urgency or misleading subject lines. Keep each email skimmable. Fair Housing compliant language throughout.

ROLE: You are a listing agent with a 90%+ appointment-to-signed-listing conversion rate.

CONTEXT: I have a listing appointment and need a structured presentation.
Seller name: [NAME]
Property: [ADDRESS], estimated value [VALUE]
Seller motivation: [REASON_FOR_SELLING], timeline [TIMELINE]
Seller concerns: [CONCERNS]
My differentiators: [MARKETING_PLAN/TRACK_RECORD/NETWORK]
Commission I'm proposing: [COMMISSION%]

TASK:
1. Open with rapport-building questions tailored to their motivation.
2. Present a pricing discussion that anchors to data, not opinion.
3. Walk through my marketing plan as a benefit-driven story.
4. Pre-handle the top 3 objections (price, commission, 'we'll think about it').
5. Deliver a confident close that asks for the signature.

OUTPUT FORMAT:
- Opening (questions + framing)
- Pricing segment (talk track)
- Marketing plan narrative
- Objection-handling block (objection -> response, 3 each)
- Closing script
- One-line follow-up if they don't sign on the spot

CONSTRAINTS: Sound human, not scripted-robotic. No high-pressure manipulation. Keep claims about my services truthful. Total spoken length should fit a 25-minute appointment.

ROLE: You are a real estate social media strategist who grows agents' followings into closed deals.

CONTEXT: I need a month of content.
Platform(s): [INSTAGRAM/TIKTOK/FACEBOOK/LINKEDIN/YOUTUBE]
Market: [MARKET]
My niche/brand: [NICHE]
Posting frequency: [POSTS_PER_WEEK]
Current listings/events: [INVENTORY/EVENTS]
Goal: [LEADS/AUTHORITY/RECRUITING/COMMUNITY]

TASK:
1. Define 5 content pillars for my niche (e.g., market updates, neighborhood spotlights, buyer/seller tips, behind-the-scenes, social proof).
2. Build a 30-day calendar mapping each post to a pillar, format (reel/carousel/story/static), and hook.
3. For 5 high-impact posts, write the full caption + hook + CTA + hashtags.
4. Suggest a weekly story/engagement routine.
5. Recommend 3 trending formats to test this month.

OUTPUT FORMAT:
- 5 content pillars
- 30-day calendar (table: day | pillar | format | hook/topic)
- 5 fully written posts
- Weekly engagement routine
- 3 formats to test

CONSTRAINTS: Fair Housing compliant; no exaggerated income/investment claims. Keep hooks platform-appropriate. Mix promotional and value content roughly 20/80. Make it executable by a busy solo agent.

ROLE: You are a sales trainer who has coached agents through thousands of objection scenarios.

CONTEXT: I want to rehearse handling a specific objection.
Objection I'm facing: [OBJECTION]
Who says it: [BUYER/SELLER]
Context: [SITUATION]
My goal in the conversation: [GOAL]
My natural style: [DIRECT/CONSULTATIVE/EMPATHETIC]

TASK:
1. Diagnose the real concern hiding behind the stated objection.
2. Provide 3 distinct response approaches using these frameworks: (a) Feel-Felt-Found, (b) acknowledge-reframe-redirect, (c) question-based isolation.
3. For each, give the exact words to say.
4. Add the follow-up question that moves the conversation forward.
5. Note 2 things NOT to say that would make it worse.

OUTPUT FORMAT:
- Real concern (diagnosis)
- Response option A (Feel-Felt-Found): script
- Response option B (acknowledge-reframe-redirect): script
- Response option C (isolate-and-resolve): script
- Forward-moving follow-up question
- 'Avoid saying' list

CONSTRAINTS: Keep responses honest and non-manipulative; never pressure a client into a bad decision. Match my stated style. Keep each script under 60 spoken words.

ROLE: You are an accredited home stager whose listings sell faster and above asking.

CONTEXT: I need a staging plan before listing.
Property type: [TYPE], [SQFT], occupied/vacant: [STATUS]
Target buyer: [PROFILE]
List price tier: [PRICE_TIER]
Problem areas: [DARK/CLUTTERED/DATED/AWKWARD_LAYOUT]
Staging budget: [BUDGET]
Timeline: [DAYS]

TASK:
1. Prioritize rooms by ROI impact (which rooms move the needle most).
2. For each priority room, give specific actions: declutter, depersonalize, furniture placement, lighting, color/textile adds, focal point.
3. Recommend the 5 highest-ROI low-cost fixes under [BUDGET].
4. List what to remove entirely and what to add.
5. Provide a photo-day prep checklist.

OUTPUT FORMAT:
- Room priority ranking (with rationale)
- Room-by-room action plan
- Top 5 budget wins (with rough cost each)
- Remove / Add lists
- Photo-day checklist

CONSTRAINTS: Stay within the stated budget; flag anything that exceeds it as optional. Keep recommendations neutral and broadly appealing to the target buyer. Note any item that needs a licensed trade (electrical, etc.).

**Role:** Buyer's agent.
**Context:** Open house: [PROPERTY + DATE]. Marketing channels: [LIST].
**Task:** 5-email sequence. E1 (3 days before): announce with property highlights. E2 (1 day before): reminder + parking / directions. E3 (same day): thank-you with photos + key features. E4 (day 3): interest check + comparable listings. E5 (day 10): market update + new listings.
**Constraints:** Each email earns the open · same-day email has photos · day-10 not pushy.
**Output format:** 5 emails.

**Role:** Property manager.
**Context:** Property: [TYPE]. Rent: [$X/mo].
**Task:** Application + interview script. Income / employment history (verifiable). Rental history (last 3 landlords as references). Eviction history. Reason for moving. Occupancy count. Pet questions. Smoking. Fair-housing-compliant questions only.
**Constraints:** NEVER ask about familial / national-origin / religion / disability · verifiable answers preferred.
**Output format:** Application + interview script.

**Role:** Top-1% real estate copywriter.
**Context:** Property: [DETAILS]. Standout features: [3-5 SPECIFICS]. Neighborhood: [WALKABILITY / SCHOOLS / TRANSIT].
**Task:** 3-paragraph listing. P1: ONE specific moment the buyer will love. P2: the home in concrete nouns (4-6 features). P3: the neighborhood with specifics + soft visit invite.
**Constraints:** No 'must see' / ALL CAPS / clichés · concrete nouns · ≤180 words.
**Output format:** 3 paragraphs.

**Role:** Buyer's agent + listing agent.
**Context:** Property: [URL or address]. Status: [FSBO / Expired listing]. Days on market: [N].
**Task:** Cold outreach. Acknowledge their situation (without judgment). Share specific market intel (recent comparable sales). Offer specific value (free CMA / showing / price assessment). Soft close.
**Constraints:** No judgment · specific intel · soft close.
**Output format:** Email or call script.

**Role:** Multi-family broker.
**Context:** Property: [N units]. Numbers: [GRM / cap / NOI]. Recent capital improvements: [LIST].
**Task:** Multi-family OM-style listing. Property overview. Unit mix + rent roll summary. Recent capex. Operating numbers. Submarket thesis. Comparable sales.
**Constraints:** Numbers cited not implied · capex specific · submarket thesis defensible.
**Output format:** OM-style listing.

**Role:** Flipper.
**Context:** Property acquired at: [$X]. ARV: [$Y]. Rehab scope: [LIST].
**Task:** Detailed budget. Per line item: scope, cost estimate, contingency. Soft costs (carrying, financing, insurance, agent commissions, closing). Profit target. Margin analysis.
**Constraints:** All-in cost vs ARV · margin minimum 15-20% · contingency line.
**Output format:** Budget spreadsheet + profit projection.

**Role:** Short-sale specialist agent.
**Context:** Homeowner: [DISTRESSED]. Property: [UNDERWATER amount]. Bank: [LENDER].
**Task:** Pitch. Acknowledge their stress. Explain short sale option vs foreclosure. Process overview. Timeline. Tax implications. Your role. No upfront cost commitment.
**Constraints:** Empathetic tone · process honest · no false promises.
**Output format:** Email + meeting outline.

**Role:** Property manager pitching services.
**Context:** Property: [DETAILS]. Owner: [PERSONA]. Pricing: [%].
**Task:** Proposal. Services included. Pricing structure. Owner reporting cadence. Tenant screening process. Maintenance + repair workflow. Eviction process (if needed). Performance guarantees.
**Constraints:** Services itemized · guarantees real not 'we promise'.
**Output format:** Proposal.

**Role:** Investor agent.
**Context:** Property: [DETAILS]. Numbers: [GRM / cap rate / cash flow]. Strategy fit: [BRRRR / cash-flow / flip].
**Task:** Investor email + property summary. Cap rate / GRM. Rent comp. Renovation budget. Strategy match. Off-market window.
**Constraints:** Numbers verifiable · strategy specific · honest about value-add scope.
**Output format:** Email + summary table.

**Role:** Investor agent.
**Context:** Property: [DETAILS]. Rent: [$X]. Operating expenses: [LIST]. Mortgage: [TERMS].
**Task:** Cash-flow pitch. NOI projection. Cap rate. Cash-on-cash. Operating expense breakdown. Tenant-quality plan. Exit options.
**Constraints:** Cap rate market-supported · operating expenses honest · tenant plan specific.
**Output format:** Cash-flow analysis + deal sheet.

**Role:** STR host.
**Context:** Property: [DETAILS]. Common guest questions: [LIST].
**Task:** Manual. Check-in / check-out instructions. Wifi / streaming / appliances. House rules. Local recommendations (restaurants / sights / coffee). Emergency contacts. Reviews request.
**Constraints:** Anticipates guest needs · rules clear · recommendations specific not generic.
**Output format:** Manual.

**Role:** Senior listing copywriter.
**Context:** Property: [DETAILS]. Buyer persona: [first-time / starter-family]. Affordability story: [WHAT makes it attainable].
**Task:** Listing. P1: a specific welcoming moment. P2: the home features. P3: practical neighborhood + commuter info + affordability.
**Constraints:** Concrete · honest about size · ≤180 words.
**Output format:** 3 paragraphs.

**Role:** Listing agent.
**Context:** Property: [DETAILS]. Seller: [PERSONA]. Competition: [OTHER agents pitching].
**Task:** Deck. About me. Recent comparable sales. Marketing plan. Pricing strategy options. Net proceeds projection. Timeline. Why you over alternatives.
**Constraints:** Marketing plan specific · pricing options 3 · net proceeds transparent.
**Output format:** Deck outline.

**Role:** Agent self-marketing.
**Context:** Agent: [NAME + experience]. Niche: [WHAT]. Why they got into real estate: [STORY].
**Task:** Bio. Hook (why they got into the field). Niche + specialization. Track record (3 specific stats). What clients say. Personal connection (1 line). Contact.
**Constraints:** Specifics not 'leading agent' · track record real.
**Output format:** Bio.

**Role:** Property manager.
**Context:** Lease: [PASTE].
**Task:** Plain-language summary of key terms. Rent / due date / late fees. Security deposit. Lease term + renewal. Maintenance responsibilities. Utilities. Pet policy. Smoking. Early termination. Renewal.
**Constraints:** Plain-language · key terms surfaced · NOT a substitute for the lease.
**Output format:** Summary.