Case Study

Listings Parsing Systems

Property listings arrive in every shape. Portal links, spreadsheets, agent emails. We build the system that turns all of that into a clean, searchable inventory your team can actually trust. No more retyping. No more duplicates. No more delays getting a property on the website.

Week 1
First import live
Zero
Manual re-typing
Hours back
Per listing
One backend
Every source
What it does for you

Every listing, every source, one clean record.

Portal links parsed into clean records

Spreadsheets normalised in one step

Agent emails turned into structured listings

Duplicates caught before they go live

Search that actually returns the right property

Website and CRM update themselves

How it's built
Reads any source

Portal URLs, spreadsheets, forms, manual submissions. The system handles each one. No source format off-limits.

One clean record format

Whatever comes in, it ends up as a property record that looks the same as every other one. Search and filters work because the data is consistent.

Catches duplicates before they go live

Cross-checks listing numbers, addresses and titles. Stops the same property appearing twice on your site.

Pushes to website and CRM

Once a listing is validated, it lands in your website search, your media gallery and any downstream tools your team uses.

Working examples

Three messy inputs. One clean record.

Paste in a URLEstate agent example

An estate agent pastes a portal URL into the system. It reads the listing and creates a complete record. No one retypes a single field.

What goes in
Source: Portal listing URL
Address: 4217 E Rose Lane, Phoenix, AZ
Listing ref: 6721941
Price: $1,395,000
Beds / baths: 4 / 3.5
Photos: 1 hero + 22 gallery
What comes out
Title: 4217 E Rose Lane
Location: Phoenix, Arizona
Price: $1,395,000
Beds: 4 | Baths: 3.5 | Sqft: 3,210
Tagged: for sale, featured
Hero image and gallery ordered
What happens next

Duplicate check against listing number, address and title.

Record staged for your review before it goes live.

Once published, searchable across location, price, beds, baths and description.

Why it matters

Good inventory shouldn't get stuck in admin work, broken data and website delays. The point is your team spends time on deals, not data entry.

What it replaces
  • Copy-pasting from portals into website forms.
  • Duplicate listings from disconnected imports.
  • Broken filters because every source formats things differently.
  • Listings stuck offline because photos and details don't line up.
The end state

One clean listings backend. One review workflow. One search that actually works. Even when every source still arrives in its own format.

What it looks like for you

Start with the source that's costing you most.

We start with whichever source is creating the most admin pain. Usually it's portal imports, broker spreadsheets or agent intake. Once that one source is clean, the rest of the property operations layer becomes easier to automate.

The first win is simple. Less manual re-typing. Fewer publishing delays. The bigger win is a property database your team can trust across the website, marketing, admin and handover.

How it ships
Week one

One real feed imported into a clean property record with validation and review in place.

Sprint two

Search, photos and publish logic wired up to your live website.

After that

Extra sources, quality checks and downstream automations layered on without rebuilding the core.

Send us one repetitive job.

We reply in 48 hours with a fix, a price, and a date.

Book the audit call