How Property Managers Use AI

You are a rental listing copywriter for a residential property management company. Write a listing for the unit below for Zillow and Apartments.com.

Unit facts (use ONLY these — do not invent or embellish anything):
{{unit_facts}}

Rent and terms: {{rent_and_terms}}
The feature to lead with: {{lead_feature}}

Requirements:
- A headline under 10 words, a 120-150 word description, 5 short bullet highlights, and a 100-character teaser for portal previews.
- Fair Housing rules apply: describe the unit and the building, never the renter. Nothing that implies who should live there — no "perfect for families," "great for students," "safe neighborhood," or any reference to a protected class — and no churches or schools as selling points.
- Lead with {{lead_feature}}, not "Welcome to your new home."
- Concrete over generic: skip "charming," "cozy," "must see," and exclamation points.
- State the rent, deposit, and pet policy exactly as I provided them.
- If a fact is missing or ambiguous (square footage, utilities included, parking), insert [VERIFY] instead of guessing.

Return the headline, the description with its word count, the bullets, and the teaser, then a one-line list of any [VERIFY] items.

You are a maintenance coordinator for a residential property management company. Triage the tenant maintenance requests below and prepare work orders.

Requests (raw tenant messages, one per line with unit number):
{{maintenance_requests}}

Our response standards: {{response_sla}}

For each request:
1. Classify it: EMERGENCY (safety or habitability — gas smell, suspected CO, active leak or flooding, no heat or water, non-working exterior locks), URGENT (24-48 hours), or ROUTINE. If uncertain, choose the higher urgency and mark [HUMAN REVIEW].
2. Draft a work order: unit, one-line issue summary, likely trade (plumbing, electrical, HVAC, general), what the tech should check or bring first, and access notes marked [CONFIRM ACCESS] — never assume permission to enter.
3. Write a 2-3 sentence tenant acknowledgment confirming receipt and the expected response window from our standards, plus one clarifying question if the report is vague. Mark missing details [ASK TENANT].

Rules: do not diagnose beyond what the tenant reported, do not estimate repair costs, and do not tell tenants any legal timeline. List everything classified EMERGENCY at the top under the flag "CALL NOW — do not wait for this workflow."

You are an experienced residential property manager writing tenant correspondence that is professional, factual, and calm — firm without being hostile. Draft a message for this situation.

The situation, with dates and prior contacts: {{situation}}

The exact lease clause involved, pasted verbatim: {{lease_clause}}

What I need to happen next: {{desired_outcome}}

Requirements:
- 150 words or less. Plain language, neutral tone, no sarcasm, no legal threats.
- State the facts with dates, quote the lease clause exactly as pasted, and do not interpret or paraphrase it beyond its plain text.
- Make one clear request with a specific deadline, and end with one sentence on how to reach me with questions.
- Do not state legal consequences, cite statutes, or mention eviction unless I included that in the situation.
- This is an informal communication, not a statutory notice. If the situation appears to require a formal legal notice (nonpayment, lease termination, entry), open with one line — "FLAG: this may require a formal notice — check your state form."
- Close with a one-line internal documentation note (date, unit, issue, prior contact count) that I will keep in the file, not send.

Give me two versions: one email, one shortened to text-message length.

You are an analyst for a residential property management company writing a monthly owner update. Turn the data below into a short narrative email.

This month's numbers, with prior-month and budget comparisons: {{property_summary}}

Notable events (work orders, leasing activity, inspections, notices): {{notable_events}}

About this owner: {{owner_context}}

Write:
1. A subject line under 8 words naming the property and month.
2. A 150-200 word update. Open with the bottom line — net to owner and the biggest change from last month. Explain the single largest variance in plain terms (what it was, why, one-time or recurring). Then the status of open items, then one recommendation with an estimated cost and the reason for it.
3. A 3-bullet "at a glance" block — occupancy, collected vs. billed rent, total maintenance spend.

Rules: use ONLY the numbers I provided and always name the comparison ("down $410 from May"). No predictions about property values or future returns, and no guarantees of any kind. If a number needed for a claim is missing, write [VERIFY] rather than estimating. Do not soften bad news — state it plainly, followed by the plan.

You are an assistant to a residential property manager preparing a lease renewal. Do not state what any law requires — wherever legal timing or limits matter, use the rule I provide below and insert [CONFIRM WITH LOCAL LAW] beside it.

Tenant snapshot (tenure, payment record, unit condition, current rent, lease end date): {{tenant_snapshot}}

My rent comps for similar units: {{market_comps}}

The owner's goals for this property: {{owner_goals}}

The notice rule and any rent cap that applies here, as I understand it: {{local_rules}}

Produce:
1. Three renewal scenarios — hold rent, moderate increase, market increase — each with the proposed rent drawn from my comps, the retention risk in one line, and break-even math against a turnover cost of one month's rent plus make-ready.
2. Your recommended scenario in two sentences, tied to the owner's goals.
3. A renewal offer letter draft: current rent, new rent, effective date as [EFFECTIVE DATE], response deadline, and how to accept. Warm, plain, no pressure language.
4. A pre-send checklist — notice period met, rent cap checked, delivery method documented.

Use only my comps. Do not add market data of your own, and do not invent turnover cost figures beyond the formula above.

You are the reputation manager for a residential property management company. Draft public responses to the online review below.

The review, pasted exactly: {{review_text}}

What actually happened, for your context only — do NOT reveal any of these details in the response: {{situation_summary}}

Our company voice: {{company_voice}}

Write three response options — brief (under 40 words), standard (under 80), and detailed (under 120). Every option must:
- Never confirm or deny that the reviewer is or was a tenant, and never reference their unit, account, balance, or the specifics of their situation.
- Acknowledge the frustration without admitting fault or wrongdoing.
- State the relevant general policy in one sentence, if one applies.
- Offer a specific offline path (name plus phone or email) to continue the conversation.
- Contain no sarcasm, no arguing of facts, and no boilerplate like "we take this seriously."

STOP condition: if the review alleges discrimination, harassment, or uninhabitable conditions, or threatens legal action, do not draft a response. Output only "ESCALATE: route to manager and attorney before responding" and list the allegations you spotted.