Built in Sydney, for buyers who move fast
We started PROPCORN AI because serious acquisition teams were spending the majority of their week on data gathering that a machine could do better and faster. The intelligence advantage that large institutional funds have always had is now available to every acquisition team prepared to use it.
Make every acquisition team as sharp as the best-resourced institutional buyer
The Australian property market has always rewarded the buyer who moves fastest on the best information. Large institutional funds have long had the data infrastructure to do that. Private buyers and growing investment teams have not, until now.
PROPCORN AI is the intelligence infrastructure that gives acquisition teams of any size the same signal coverage, the same scoring consistency, and the same speed-to-insight that institutional operations have built over decades. We believe the quality of a decision should reflect the quality of the data behind it, not the size of the research team above it.
Market visibility
See every signal the Australian property market produces, not just what's listed publicly today
Speed to insight
From raw market signal to a scored deal briefing in under four hours, automatically
Strategy precision
Deals ranked against your specific criteria, not generic market averages
Built by people who know acquisition from both sides
The PROPCORN AI founding team combines deep property acquisition experience with the engineering background to build the intelligence layer it required.
Niki worked on the buy side of property acquisition for several years, running deal sourcing and strategy across eastern Australian markets. She founded PROPCORN AI after spending months doing that same process manually and recognising it was a data and pattern-matching problem, not a judgment one. The gap between the intelligence available to large institutional funds and everyone else was what the company was built to close.
Marcus has a background in building property data pipelines and scoring systems within the Australian proptech sector. He designed the signal processing architecture and the strategy-weighted scoring engine at the core of PROPCORN AI, and is responsible for keeping 40 plus live data feeds running accurately and consistently.
The problem started with a spreadsheet and a very long week
Niki spent a week manually aggregating listing data, comparable sales, and planning activity across twelve target suburbs for a single acquisition review. The output was a ranked shortlist of nine properties. It took 38 hours to produce.
That same process, run through PROPCORN AI on the same market data, takes 22 minutes and updates automatically every four hours. The product was not built from a technology hypothesis. It was built from a specific operational problem that a specific type of buyer faces repeatedly, week after week, while the market moves around them.
We launched PROPCORN AI in 2024 with a small pilot cohort of acquisition teams across Sydney and Melbourne, refined the scoring model through six months of real-world deal flow, and opened to broader access mid-2025.
The principles behind the product
Intelligence over gut feel
The best acquisition decisions are made with the most complete picture of the opportunity. We exist to make that picture available to every serious buyer, not just the largest ones.
Transparency in every score
You should always understand why a deal surfaced and why another did not. Every match comes with its score breakdown and the signals that drove it, so your team can interrogate any decision the engine makes.
Time belongs to judgment
Data gathering is a machine problem. Acquisition judgment is a human one. We built PROPCORN AI to automate the former so your team can spend all of its time on the latter.
Questions, partnership enquiries, or a demo request
We work directly with acquisition teams on onboarding and strategy configuration. If you want to understand whether PROPCORN AI fits your operation, the best place to start is a conversation.
Ready to see PROPCORN AI working on live market data?
Book a 30-minute walkthrough. We will run a live scoring session against your actual acquisition criteria on the current Australian market.