November Capital Case Study | Digital Shepherds

Case Study

678 AI-Generated Property Listings

How we built a custom AI pipeline to auto-generate SEO-rich property descriptions at scale for a commercial real estate firm.

November Capital

Commercial Real Estate

678

Listings Generated

Google Rankings

Manual Writing

24/7

Auto-Updated

The Challenge

Hundreds of Listings, Zero Content

November Capital is a commercial real estate firm specializing in 1031 exchanges. They had access to hundreds of property listings but no way to create unique, SEO-optimized descriptions for each one.

Writing descriptions manually? Impossible at scale. Generic copy? Invisible to Google. They needed a system that could generate quality content automatically.

Scale Problem — Hundreds of properties, each needing unique descriptions for SEO
No Location Context — Listings lacked neighborhood data, walkability scores, local amenities
SEO Invisible — Generic descriptions meant Google couldn't differentiate their listings

The Solution

Custom AI Content Pipeline

We built a custom pipeline that pulls data from multiple APIs and uses AI to generate unique, SEO-rich descriptions for every property. No templates. No manual work.

Data Aggregation

Pull property data from listing feeds. Address, price, square footage, cap rate, tenant info, lease terms.

Location Enrichment

Google Maps API for neighborhood context. Walk Score for walkability and transit data. Local amenities and points of interest.

AI Description Generation

Custom prompts generate unique descriptions for each property. SEO-optimized with location keywords, tenant profiles, and investment highlights.

Website Build

Built The1031Exchange.com with property search, filtering by cap rate, location, and property type. Descriptions auto-populate from the pipeline.

The Work

AI-Powered at Scale

Website

The1031Exchange.com

Property search with 678 listings, each with AI-generated descriptions

AI Content Pipeline

Listing Data

Price, cap rate, tenant, terms

Google Maps API

Neighborhood, amenities

Walk Score

Walkability, transit data

AI Generation

Unique SEO descriptions

Website

Auto-published listings

The Results

Content That Scales

678

Unique Listings

Every property has its own AI-generated description. No templates, no duplicates.

Google Rankings

Location-specific keywords and unique content helped listings rank on page one.

Hours Writing

No copywriter needed. The pipeline generates descriptions in seconds, not hours.