Work/Real estate · National brokerage

Real estate · National brokerage · 2025

200+ listings/day.
1/30th the cost.

A national real estate brokerage was capping growth on listing throughput. We built an agent that drafts copy, curates galleries, and posts to MLS.

Client
National brokerage
Engagement
Project · 5 months
Team
1 PM · 1 designer · 4 engineers
Status
Live + retainer
Stack
claude · vision · gpt-image · mls
05 · The results

Numbers their team verified.

200+/day
Listing throughput

Capability. Agents now process listings the day they walk the property.

1/30×
Cost per listing

Vs. fully manual senior agent. Cost down from $240 to $8.

8min
Median agent review

Down from 60–90 minutes of manual write-up.

My senior agents were terrified we'd replace them. Six months later, they're shipping more listings than ever — and the brand voice is more consistent.

COO
National real estate brokerage
Your turn

The next case study
could have your numbers.

30-minute discovery call. We'll tell you on the call which engagement model fits — or whether to keep your money.