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KI-Symbolbild: Eine Hand beginnt bei geordneten Beobachtungsstücken, bevor eine lose Modellanordnung betrachtet wird.
Practical article Market & data Austria and Germany

Structuring your own property market report editorially: separate data finding, explanation and open question

A proprietary market report becomes comprehensible when question, data selection, finding and possible explanation remain separate and the text does not invent a local forecast.

Automatically translated – the German version is legally binding. Show original (German)

Published
18 Oct 2026
Applies to
Austria and Germany
For whom
Agents & providers
Article ID
WX26-15-AT-008

“The market is picking up again” sounds like a strong opening. If underneath it there are only a few of your own enquiries and a new list of adverts, it remains unclear what is meant. A useful proprietary property market report begins with a limited reader question. Only afterwards does the editorial team decide which data can actually answer that question and which statements must remain open.

This guide contains editorial recommendations for Austria and Germany. It does not provide a current market figure, an official survey method or a price forecast. The example is entirely fictional. Anyone using real data or standards must research the appropriate original sources in the specific report and check their definitions.

Make a readers’ decision the starting point

A report for flat-seekers can ask how the observed selection in a clearly delimited search segment has changed. A report for vendors could examine which follow-up questions frequently remain open in the cases under their own management. Both are different tasks from forecasting attainable purchase prices.

Phrase the question in one sentence and name the target audience. That way you can see whether additional data really help or only make the report more extensive. If you do not have a reliable basis for a regional overall statement, narrow the report to the selection actually examined.

Create a profile for each data source

Record origin, observed period, spatial delimitation, counted unit and available status. For your own listings include selection rules and known gaps. For an external publication read its definitions instead of just adopting an attractive headline.

Separate a publication date from the period of observation. A report published in October can deal with data from an earlier quarter. An old cut-off value does not become a current market observation simply because you put it into a new graphic.

For a cross-border report the Austrian and German subsets should first be described separately. Identical words or units do not yet prove an identical survey basis. If sufficient comparability is lacking, a juxtaposition with declared differences is more helpful than a summed DACH metric.

Write the finding before the story

First produce a plain result sentence without explanation. In the fictional example it reads: “In our equally delimited selection more follow-up enquiries about parking spaces were documented in the second observation period.” Even that sentence needs to state which cases and which type of follow-up enquiry were counted.

The explanation “because parking in the neighbourhood is becoming more difficult” is separate from this. It would be an additional claim for which the list of enquiries alone provides no evidence. Other possibilities are a changed composition of the supply, a new question recording method or a different conversation procedure.

Describe such possibilities as open explanations. You do not have to resolve each of them definitively to write a useful report. But you must avoid presenting a favoured narrative as a proven cause.

Choose an appropriate presentation

A time series needs comprehensible time points. A comparison of groups needs their definition and the respective case numbers. A small dataset can be more understandable as a table than as a large curve that suggests an apparently stable trend.

Label whether you are showing total prices, price per square metre, shares, counts or another measure. Different measures must not end up unnoticed on the same axis. If a group remains empty, mark missing data differently from an actually measured zero value.

Check the graphic independently of its accompanying text: can someone recognise source, period and meaning without needing an advertising headline as an explanation? Avoid ornamental maps whose coloured boundaries do not correspond with the data basis. A declared excerpt is better than an apparently blanket coverage.

Link the conclusion back to the reader question

From our fictional enquiries finding the editorial team could recommend explaining the parking information more precisely in their own listings. They cannot derive a general shortage of parking or a particular market value from it. The action remains within the scope of what was actually examined.

Describe which additional information would enable a stronger statement. That can be a longer similar recording, a more precisely defined group or a suitable published statistic. Do not promise that every uncertainty can be reliably eliminated with more data.

A forecast is a separate assignment. If the report only describes past observations, an optimistic outlook should not casually assume the role of a robust prediction.

Check the chain of reasoning before publication

Trace every highlighted statement back to the table or source used. Does the number match the text? Does the table match the selection description? Is any subsequent qualification also visible in the graphic? An internal technical review should be scheduled according to the actual topic risk and its scope should be specified concretely.

Then compare the summary with the main text. If the main text only deals with “our documented cases”, the executive summary must not suddenly claim “the real estate market”. The same applies to a later social post or a motion video about the report.

Prepare the next report so it is already reproducible

Store the version used, the source status and the selection rules in the designated internal repository. A later report should make it possible to see whether the method remained the same or changed. A new source must not be quietly linked with an old series.

The result can deliberately be small: a concrete question, a few appropriate representations, clearly named limitations and a sensible next step. The benefit arises from the reproducible link between data and statement. It does not automatically increase with the number of diagrams or the strength of the marketing claim.

Sources and context

Eigene redaktionelle Empfehlungen mit erfundenen Beispielen. Keine aktuelle Plattformfunktion, Gesetzeslage oder Marktzahl wird als extern recherchierter Fakt ausgegeben.

Created with the help of AI and editorially reviewed. General guidance only; not individual legal, tax or financial advice. Errors and later changes are possible.