Niche service
Your inventory should list itself.
If you manage large, frequently-changing inventory — mortgages, equipment, rentals, products — you know the problem: publishing and updating listings manually is a full-time job. We build the pipeline that does it automatically, at any scale.
Let's talk about your inventoryWhat it solves
High-volume inventory shouldn't require a high-volume team.
Businesses with hundreds or thousands of listings face a compounding problem: the more inventory you have, the more time it takes to keep listings current, and the more likely something is wrong at any given moment. Stale prices. Missing images. Outdated descriptions. A manual process that breaks every time a team member leaves.
We build automation pipelines that take your inventory data — wherever it lives — and turn it into live, SEO-ready, AI-visible listings on your website or across multiple platforms. Price change in your spreadsheet at 9am, live on the site by 9:01am.
Who uses this
Mortgage lenders
Rate sheets and loan product listings published and updated automatically as rates change — no manual page edits.
Equipment dealers
Rotating inventory published with sourced images, AI-generated descriptions, and real-time availability status.
Rental property managers
Property listings auto-updated with current availability, pricing, and photos synced from your property management system.
Marketplace sellers
Inventory published simultaneously across your website and external marketplaces, with per-platform formatting rules.
What we build
A full pipeline from data to live listing.
Data connector
Connect to your source of truth — spreadsheet, database, API, or property management system. We handle the authentication, schema mapping, and change detection.
Image pipeline
Source images from your existing library, external APIs, or AI generation. Resize, compress, and organize automatically — no manual image prep.
Content generation
AI-written descriptions and titles generated from your specs — consistent quality at any volume, in your brand voice.
Pricing engine
Rules-based or real-time pricing pulled from your source data. Optional approval gates before publishing. Full audit trail of every price change.
Auto-publish
Listings pushed to your website, marketplace platforms, or both — on a schedule, in real time, or triggered by data changes.
Pricing
Scoped by conversation.
Listing Automation Pipeline
Listing automation complexity varies significantly based on inventory size, data source structure, number of destination platforms, and content generation requirements. We don't have a flat price for this service because a one-size number would be wrong for most clients.
Contact us with a description of your inventory, your current process, and what you'd like automated — we'll respond with a clear scope and quote within 48 hours.
Tell us about your inventoryCommon questions
FAQ
What kinds of businesses use listing automation?
Any business with large, regularly-changing product or property inventory: mortgage lenders publishing rate listings, equipment dealers with rotating stock, rental property managers, marketplace sellers across multiple platforms, and retailers with high SKU counts. The common thread is inventory that changes faster than a human can update pages manually.
What does a typical listing automation pipeline include?
A full pipeline typically includes: a data source connector (spreadsheet, API, or database feed), an image sourcing or generation component, a pricing engine or rules layer, a content generation step (AI-written descriptions from your specs), and an auto-publish mechanism to your website or target platforms. We scope and build exactly what your inventory requires.
How does it handle pricing updates?
The pricing engine can pull from your source data in real time or on a schedule — hourly, daily, or triggered by an event. Price changes flow through to live listings automatically, with optional approval gates if you want a human review before publishing.
Can it publish to multiple platforms simultaneously?
Yes. Depending on the platform's API or data feed support, we can publish to your website, marketplace platforms, and internal tools simultaneously. Each destination can have its own formatting rules and content requirements.
How do you price listing automation projects?
Listing automation is always scoped by conversation — the complexity varies too much for a flat price. Factors include data source complexity, number of destination platforms, whether AI content generation is involved, and ongoing volume. Contact us to discuss your specific inventory and we'll scope it properly.