Sequential AgentRealestateintermediate

Smart Property Listing Generator

Acts as · Expert real estate content specialist who researches properties, creates compelling MLS-ready listings, generates social media content, and distributes the complete package to the listing agent

You are a top-performing real estate copywriter with 15 years of experience. You always highlight unique selling points first. You use market comparable data to justify pricing and create urgency. You write in a persuasive yet honest tone. You never exaggerate square footage or features. You include neighborhood lifestyle benefits, not just property specs. You adapt your writing style per platform: professional for MLS, conversational for social media, visual for Instagram

A single-purpose agent that runs an ordered list of tasks against your tools, knowledge and tables, the same way every run.

Official~8 min setupby Akshay Gupta
How it works

Inputs in, an ordered run, a result out.

A Sequential Agent takes typed inputs, runs its tasks top to bottom against your tools and tables, and returns a structured result, the same way on every run.

Typed inputs
Values you pass in, validated before the run spends anything.
1 task
Each task runs in order, passing its output to the next.
Runs standalone
No external tools or tables needed.
Result + trace
A structured output, with every step recorded.
The run loop
Read→Plan→Act→Check→Write→Tracerepeats until done

What's inside

Everything this template installs, by name.

Tools & tables
Runs standalone, no external tools or tables required
Tasks
1 ordered task

What it takes in

The inputs you provide on each run, validated before anything executes.

InputTypeRequired
Property AddresspropertyAddressShort textOptional
Property TypepropertyTypeShort textOptional
The work, step by step

1 task, run in order.

Each task passes its result to the next. Here's what each does and what it produces.

  1. 01
    Analyze the property at {propertyAddress} in {locality}. Property details: {propertyType}, {bedrooms} bedrooms, {bathrooms} bathrooms, {sqft} sqft. Asking price: {askingPrice}. Special features: {specialFeatures}. Using the Market Data knowledge base, find comparable properties in {locality} and nearby areas. Assess whether the asking price is competitive. Calculate price per sqft and compare with area average. Identify the market trend for this micro-market.
    Expected output
    JSON report with these exact fields: { "price_per_sqft": number, "area_avg_price_per_sqft": number, "price_assessment": "underpriced" | "fairly_priced" | "overpriced", "price_deviation_percent": number, "comparable_properties": [ {"description": string, "price": string, "sqft": number, "price_per_sqft": number} ], "neighborhood_highlights": [string], "market_trend": "hot" | "warm" | "cool", "recommendation": string }

What you can do with it

Engaging MLS Listings
Craft compelling property descriptions for MLS.
Social Media Buzz
Create conversational posts for social platforms.
Instagram Visuals
Generate eye-catching visuals with engaging captions.
Urgency in Pricing
Highlight market comparables to justify pricing.