Prototype · Australia-focused

Decide on a suburb with official data and clear context—not guesswork.

One payment unlocks a structured briefing that combines police-recorded offences, mapped infrastructure, and (where available) public community chatter—summarised so you can act confidently.

Live Brisbane district aggregates from Queensland Open Data (when `/api/qld-crime` resolves)
Radial score · KPI tiles · donut + bar offence mix widgets
Illustrative map, sentiment, and PDF scaffolding for the paid product arc

Report generator

Enter a suburb or postcode. Metrics auto-map to a QPS police district (North or South Brisbane in this build). Map and narrative stay illustrative.

Location

Payment & delivery

Production build wires a Stripe Payment Link or Checkout Session. Email capture precedes PDF delivery and receipt.

What you receive

Four coordinated views mirror the downloadable PDF narrative: map context, verified stats, qualitative signals, then infrastructure grounding.

Crime geography

Heat-informed map framing with policing and transit anchors.

Official breakdown

Category totals, trend direction, analyst-style callouts.

Community digest

Topic bullets extracted from noisy public chatter (planned integration).

Infrastructure roster

Schools, stations, beats—proximity-aware copy for purchasers.

Target overview

Briefing dashboard

Overall risk rating Moderate 12-month trend stabilising

Connecting to metrics…

Latest period — QPS CSV month label

District total — Aggregate pillars*

vs prior year month — YoY benchmark

vs 12-month district avg — Same district window

Category mix · latest CSV month

Crime heatmap overview

Incident emphasis layer (demo). Uses OpenStreetMap—replace with Maps Platform in production.

Inset context: Brisbane metro · scroll to zoom · drag to pan

Official police statistics

Recorded incidents · latest CSV month · district aggregate

—

Community sentiment

AI-analysed · placeholder summaries for prototype

Community vigilance score —

Local infrastructure

Mirrors supplementary map plotted in the PDF appendix.

Downloaded PDF — layout preview

Portrait A4-ready styling. Export is simulated here; integrate WeasyPrint, ReportLab, or headless Chromium in backend.

Executive summary

Risk rating —

12-month trend —

Primary category —

Official data · category table

Category	Incidents

Community sentiment highlights

Composite signal —

Infrastructure & proximity

Simple pricing

AUD $9.95 per briefing

Covers compilation, visuals, PDF packaging, and email delivery path. Taxes additional if applicable.

Typical Stripe fee: Approx. ~1.75% + $0.30 per successful charge · verify current pricing.
Refund posture: Implement a postcode coverage lookup before Checkout to minimise disputes.

Lean operations

Indicative monthly run costs

Targets a micro-SaaS where low fixed infra matters more than squeezing marginal latency. Figures are illustrative—revise quarterly.

Infrastructure

AUD $8–22

Entry unmanaged VPS · scale after consistent volume.

Maps APIs

Often $0

Credits may cover Places + Maps if traffic stays modest.

Open police data

AUD $0

Licence-checked extracts ingested nightly or weekly.

Community feeds

AUD $0–120+

Hosted scrapers/residential proxies spike costs—design graceful degradation first.

LLM parsing

< AUD $15

Lightweight models per report batches stay cheap versus revenue at $9.95 each.

Marginal breakeven

< 5 reports/mo*

*Assuming lean stack and minimal paid enrichment. Tune after real usage records.

Production pipeline

Official data sources & APIs

Mixed view: live QPS district CSV metrics (where the API succeeds) plus illustrative suburb context, sentiment, and maps. Always follow each upstream licence and attribution rule.

1. Queensland crime statistics (QPS / Open Data)

Monthly reported offence counts and rates by crime type and geographic area are published on the Queensland Open Data Portal. Use bulk CSV for a local warehouse, or the portal’s CKAN API for programmatic discovery and resource URLs.

Queensland Open Data Portal — Public safety group (crime & related datasets)
CKAN API example — package_search (JSON) Base pattern: https://www.data.qld.gov.au/api/3/action/ · see CKAN API reference

QPS Online Crime Map (reference)

Use the official map to align product language with QPS offence groupings (e.g. Unlawful Entry, Property Damage, Assault)—not as a scrape target. Locations are approximate; read the map’s own limitations and disclaimers.

2. Live district stats on this prototype

Charts can call Cloudflare Pages Function GET /api/qld-crime?district=… (South Brisbane mapped to CBD / inner-east demos · North Brisbane to northern corridors like Albany Creek) for CSV-backed monthly aggregates sourced from Queensland Open Data — edge-cached briefly to protect the origin budget.

/api/qld-crime?district=South%20Brisbane
/api/qld-crime?district=North%20Brisbane

3. Infrastructure, places & schools

Combine Google’s Places APIs for live points of interest (police, stations, retail hubs) with Queensland’s official school location products where you need department-verified coordinates or catchment context.

Google Maps Platform — Places

Suitable for nearest police stations, rail stations, shopping centres, and other place types around a searched suburb or geocode—subject to Google’s terms and billing.

Queensland state schools (Open Data)

Official state school geographic products and related education datasets on the portal—use for authoritative coordinates and catchments instead of, or alongside, Google results.

Support & data integrity

Production version should disclose refresh cadence, licensing, and omit social module when upstream fails rather than silently degrading QA.

Contact (placeholder) Return to generator