Public datasets
Datasets we publish.
Public data surfaces for researchers, journalists, and buyers who want to inspect the working behind a suburb recommendation. We publish the scorecard summary, the methodology, and the source register; underlying primary-source datasets remain governed by each source owner.
Dataset 1 · Suburb scorecard summary
Suburb scorecard summary
Public-tier summary of the scorecard across Australian suburbs. Each suburb’s top-line metrics, lens, verdict framing, and last-reviewed context are public; Investor adds the full ranked workflow and Compass comparison.
- Format: HTML via /suburb/[id], index views via /suburb-reports and /explore
- Coverage: Australian SAL-canonical suburbs where maintained evidence can produce a useful public report
- Fields: suburb fit, visible lens, yield, vacancy, median semantics, freshness state, and report link
- Update cadence: served scorecards refresh after source refresh and scoring recompute
Dataset 2 · Methodology paper
Methodology
The editorial framework documenting how propautopilot scores Australian suburbs: source register, confidence states, null-policy rules, visible-lens taxonomy, and refresh cadence.
- Format: HTML via /methodology
- Sections: specialists, source register, citation mechanic, confidence states, score trace, refresh cadence, and rules we never break
- Update cadence: reviewed when scoring rules or source semantics change; routine checks run on the data-pipeline calendar
- License: public editorial copy may be cited with attribution; source data remains under each source owner’s terms
Dataset 3 · Source register
Sources
The public source index lists the official datasets and registers that inform calculators, guides, and suburb reports.
- Format: HTML via /sources
- Sections: tax, lender prudential, statistics, state revenue, consumer protection, industry, and suburb research sources
- Update cadence: reviewed with the same data-pipeline operating calendar as scorecard refreshes
- License: source-owner terms apply to each upstream dataset
Citation guidance
When citing in academic or journalistic work, use a stable URL and retrieval date. For example:
propautopilot. 2026.
"propautopilot suburb scorecard summary / methodology / source register."
Retrieved {date} from https://propautopilot.ai/{suburb-reports,methodology,sources}.If you reuse public editorial copy, attribute propautopilot and link to the source page. Upstream source datasets remain governed by their own terms.
What we don’t publish
- · Investor ranked workflow, saved brief, and Compass comparison history (auth-gated, A$249/mo)
- · Pro-tier buyer’s-agent client workspace data (auth-gated)
- · Per-user analytics + behaviour data (private to each user)
- · Underlying primary-source data we cite (each source has its own license)
For research collaboration, citation queries, or licensing questions, contact mitsi@propautopilot.ai.