WORKFLOW / PYTHON · v1.0

Realtor Agent Pack

Seven AI agents that take the writing, follow-up, and busywork off a working real estate agent's plate. $0 to run on free-tier OpenRouter.

INPUTS
  • property facts
  • inbound lead messages
  • monthly market stats
  • raw showing feedback
  • FSBO and expired listings
  • open house event details
OUTPUTS
  • MLS listing copy
  • lead tags and drafted replies
  • neighborhood market reports
  • 7-touch nurture sequences
  • FSBO and expired outreach packs
  • tactful seller emails

Seven AI agents built for one job: take the writing, follow-up, and busywork off a working real estate agent’s plate. No SaaS subscription. No CRM lock-in. No monthly fee. Free OpenRouter tier means it costs $0/month to run.

Buy on Gumroad — $39 launch / $49 normal

What’s in the pack

Listing Writer — property facts in, MLS-ready listing description out. Short version, social caption, feature bullets, open-house hook. Auto-scrubs Fair Housing language and reports what it flagged.

Lead Qualifier — inbound message in (form fill, text, Zillow DM, voicemail transcript). Out comes a lead tag, urgency, fit score, drafted first reply, and the qualifying questions to ask on the first call.

Open House Promo — event details in. Out comes a Facebook post, Instagram caption, Nextdoor post, email blast, save-the-date SMS, and day-of reminder SMS.

Market Report — monthly stats in. Out comes a plain-English email plus PDF-ready copy. Translates “months of supply” into “how long current inventory would last”.

Follow-Up Cadence — lead context in. Out comes a 7-touch nurture sequence with channel, timing, copy, and a break-up email.

FSBO / Expired Outreach — listing details in. Out comes a respectful letter, email, SMS, voicemail script, and door-knock opener. No “I noticed your home is for sale” energy.

Showing Feedback — raw buyer-agent feedback in. Out comes a tactful seller email (no quoting “smelled like cat” verbatim), themes, price signal, and internal action items.

Plus a 1-page Weekly Playbook that shows you exactly when to run each one.

Who this is for

  • Working real estate agents writing their own listings, follow-ups, market reports, and outreach
  • Solo brokers and small teams without a marketing coordinator on payroll
  • Agents who want to own their tools, not rent them

Who this is not for

  • People who want a hosted SaaS dashboard. This is code you run on your own machine.
  • People who don’t want to touch Python. You don’t need to know it well, but you do need to be willing to open a markdown file.
  • Brokerages looking for a CRM replacement. This isn’t one.

What you get

  • Seven Python agents (~400 lines total, plain code)
  • Every system prompt in a markdown file you can edit
  • One-click Windows .bat launchers for every agent
  • 5 worked examples per agent (35 total inputs and outputs)
  • Weekly Playbook showing how to use the pack across one work week
  • End-to-end smoke test that validates all seven agents in 30 seconds
  • README and LICENSE
  • The same OpenRouter wrapper the AI Agents Starter Kit uses

Realtor Agent Pack vs the obvious alternatives

Realtor Agent PackChatGPT-for-Realtors courseReal estate CRM
Cost$39 launch / $49 normal one-time$99-499 one-time$40-200/month forever
Cost to run$0 on free OpenRouter tierPer-token (usually paid GPT-4)Subscription
Owns the prompts?Yes, in markdown files you editMostly hidden inside the courseHidden inside vendor’s tool
Provider lock-inNone — OpenRouter routes to any modelWhatever the course teachesVendor lock-in
Niche fitBuilt specifically for real estateGeneric, you adapt the promptsGeneric, you adapt the workflow
Time to first run60 secondsAn afternoon plus practiceOnboarding plus data import

Buy on Gumroad — $39 launch / $49 normal

INSTALL // STEPS

How to run the Realtor Agent Pack

  1. 01
    Install Python

    Install Python 3.11 or newer from python.org. Check "Add to PATH" during install.

  2. 02
    Get a free OpenRouter key

    Sign up at openrouter.ai/keys. No credit card required for the free tier.

  3. 03
    Save the key

    Save the key to a file named openrouter-api.txt on your Desktop. The pack's loader finds it automatically.

  4. 04
    Run setup

    Double-click setup.bat. It creates a Python venv and installs the only dependency (requests).

  5. 05
    Run any agent

    Double-click run_listing_writer.bat, run_lead_qualifier.bat, run_open_house_promo.bat, run_market_report.bat, run_follow_up_cadence.bat, run_fsbo_expired_outreach.bat, or run_showing_feedback.bat. Each prompts for input and prints the result.

  6. 06
    Validate end to end

    Double-click run_smoke_test.bat once. It calls all seven agents against OpenRouter and prints PASS or FAIL for each. Uses about seven free-tier requests.

FAQ // OBJECTIONS

Common questions

Where do I buy this?

This product is sold on Gumroad. The link is at the top of this page and at the end. Purchase, download the zip, follow the included README.

Why $0 to run?

The pack ships with a fallback chain of seven free OpenRouter models. Free tier covers roughly 200 requests per day per key, which is more than enough for one agent's daily workflow. If you outgrow free tier, swap one line in shared/client.py to use any paid model.

Will this replace my CRM?

No. The pack writes the things you would otherwise write yourself. You still send drafts through your CRM, your email, and your phone. Think of it as the writing layer, not the system of record.

Does it auto-scrub Fair Housing language?

Three of the agents (Listing Writer, Open House Promo, FSBO/Expired Outreach) actively check for protected-class language and report what they scrubbed. Always read what you send. This is a safety feature, not a substitute for compliance review.

Can I customize the agents?

Yes. Every system prompt is a markdown file you can open and edit. The agents reread the prompt on every run, so changes take effect immediately. No redeployment.

Is this just for Maine?

No. Examples reference Maine because that is where the author is, but the prompts and code are market-agnostic. They work the same in Phoenix, Tampa, or Atlanta.

Can I use this in commercial work?

Yes. The license allows use of all agent output (drafted emails, listings, reports, sequences) in your real estate practice. You cannot resell or relist the pack itself.