Every figure has a source. Here is how.
How official and licensed data becomes one reliable picture: reconciliation, confidence scoring, and error correction — the discipline behind every figure.
Public registers and official statistics are the backbone. Licensed and modelled data enrich them — they never replace them.
Every figure carries its source, confidence, and freshness. If a number cannot be traced, it is not published.
Where a value is estimated rather than recorded, it says so — with the confidence band shown, never hidden.
Built on data you can rely on.
The intelligence rests on official Swiss public data, official statistics, and licensed datasets — lawfully obtained, continuously maintained, and verified before anything reaches a screen. You don't have to take the foundation on faith: every figure in the product shows you, right where you read it, what it rests on and how current it is.
Nothing scraped in the dark, nothing of uncertain provenance. If a dataset can't be used lawfully and traced cleanly, it doesn't enter the pipeline.
Trust is earned per figure, not claimed per page: source class, confidence, and freshness are attached to every number, everywhere it appears.
How sources become one picture.
Each source is ingested on its own cadence, converted to a common schema, and stamped with its origin and retrieval time.
Records referring to the same property, parcel, or entity are matched across sources. Conflicts are resolved by source precedence — official registers outrank modelled values — and the losing value is kept, visibly, in the audit trail.
Every figure receives a confidence level from its source class, agreement across sources, and freshness. The score is shown wherever the figure is shown.
Anomaly checks run on every ingest. Confirmed errors are corrected at the source record, and the correction propagates to every surface — with the change logged.
The confidence level travels with every figure — you always know which of the three you are reading.
Corrections are handled like the data itself: logged, traced, and propagated. Report it and we will follow up with what changed.
This page is maintained alongside the pipeline. Material changes to sources or methodology are noted here.
Trust Center →By subscribing you agree to receive Mulklick market briefings. Unsubscribe anytime. Privacy.
The intelligence infrastructure layer for real estate. Live first in Switzerland — built on official public data, customer data hosted on Swiss soil.
