Real EstateComplex automationSeveral jobs working together: multi-stage pipelines with state, branching on rules or AI decisions, approvals or escalations, 4+ systems, AI agents that act, or reconciliation across sources. Usually rolled out in stages.

Every new listing becomes a week of social content

For: Independent real estate agency

Typical impact

5 hours of content work erased weekly

Independent agencies know social media sells homes but rarely have time to feed it. A content engine turns every new listing into a week of captions, branded image cards and a reel storyboard, scheduled automatically and approved in minutes.

Typical results

30 min

Weekly approval pass

8/wk

Posts on autopilot

2x

Social-sourced inquiries

100%

Listings get a launch week

Figures reflect typical results for this kind of automation.

The challenge

The agency's two owners spent Sunday evenings writing captions and dragging photos into templates — about five hours a week, and it still wasn't enough. Posting was inconsistent, new listings sometimes never made it to Instagram at all, and competitors with full-time marketers dominated the neighborhood feeds where buyers actually scroll.

Before and after

Before With the automation

Weekly content hours

−90%
5 hours
0.5 hours

Posts per week

4×
2 posts
8 posts

Social inquiries per month

2.3×
4 inquiries
9 inquiries

The automation

We built a Make scenario that fires the moment a listing is published in the CRM. OpenAI writes seven caption variants — launch, feature highlights, open-house reminders — in the agency's voice, listing photos flow into branded card templates, and a reel storyboard is generated for the walkthrough video. Everything lands in a content calendar spread across the week; the agent approves or swaps posts, and the flow publishes to Instagram and Facebook on schedule.

How it works

  1. 01

    Listing triggers the engine

    Publishing a new property in the CRM kicks off the content scenario automatically.

  2. 02

    AI writes the week

    Seven caption variants — launch, feature highlights, open-house reminders — written in the agency's voice with hashtags.

  3. 03

    Branded visuals assemble

    Listing photos flow into branded card templates, and a reel storyboard tells the agent exactly what to film on site.

  4. 04

    Calendar for approval

    Everything lands in a content calendar spread across the week; the agent approves, edits, or swaps slots in minutes.

  5. 05

    Publish and report

    Approved posts go out to Instagram and Facebook on schedule, and engagement stats roll back into a weekly digest.

Starts from

  • New listing in CRM
  • Listing photo set

Delivers

  • Approved content calendar
  • Auto-published IG + FB posts
  • Weekly engagement report

The impact

Five hours of weekly content work typically drops to a thirty-minute approval pass. Posting goes from two sporadic posts a week to eight consistent ones, every listing gets a full launch week, and social-sourced inquiries can more than double, from about four a month to nine.

Questions about this automation

What triggers a week of content for a listing?

Publishing a new property in the CRM starts the flow. It reads the listing details and photos, then OpenAI writes seven caption variants covering the launch, feature highlights and open-house reminders in the agency's own tone. Photos drop into branded card templates, and a short reel storyboard tells the agent what to film on site.

Does anything get posted without the agent seeing it first?

No. Every caption and image card lands in a content calendar spread across the week, and nothing publishes until the agent approves it. The agent can edit wording, swap a photo or move a slot. Approved posts then go out to Instagram and Facebook at the scheduled times, with no manual uploading.

How does the agency see which posts are working?

Engagement figures from Instagram and Facebook, such as reach, saves, comments and profile visits, are pulled back after publishing and grouped by listing. A weekly digest shows which post types draw the most interest, so the agency can adjust its caption mix and see which listings bring in inquiries from social channels.

Real Estate

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