Methodology

How a PestelPro report is built

Every report reads one country across the six PESTEL dimensions from a curated set of public statistics and researched readings. PestelPro’s analysis interprets those readings, maps how each dimension bears on the others and turns that into a SWOT you can act on. Every reading is frozen into the report the moment it is generated, so a report never changes after delivery.

The six dimensions

Political

Government stability, priorities and effectiveness

Economic

Growth, prices and the cost of capital

Social

Population structure and human capital

Technological

Innovation capacity and technology adoption

Environmental

Natural resources and environmental pressure

What goes into a report

  • Readings. Each dimension is read through a curated set of indicators, drawn from international development statistics, governance indicators and, where no dataset measures a concept directly, a bounded research pass. The selection and the source mapping are PestelPro’s own.
  • How current it is. Every report carries the date and time it was generated, and every reading shows the period it reflects. Where a comparable earlier reading exists, the report shows the trend between the two. Readings refresh on a regular cycle, so a report generated today reflects the latest published figures.
  • Interaction analysis. PestelPro’s proprietary analysis assesses how the conditions in each dimension push on the other five. The interaction radar and the SWOT are built from it.
  • Your decision context. The purpose you give when you order shapes which relationships the report treats as most relevant.
  • Gaps are shown, not filled. When no current reading exists for a location, the report says so rather than estimating.

What the AI does and does not do

The narrative is written by an AI interpretation layer that sees only the frozen readings in your report. It may not introduce figures of its own: an automated check traces every number in the narrative back to a frozen reading, and a report that fails the checks is held for human review before delivery.

It describes context and relationships. It does not score the country, rank it against others or tell you what to do.

Limits

Frequency is not validity. The indicators in this report were selected because they recur most often across 150 published PESTEL studies. Frequency of use reflects common practice among analysts, not proven predictive validity or causal importance for any particular decision.

Not a substitute for advice. This report is a research aid. It is not legal, financial, tax, investment or market-entry advice, and it does not know your business. Consult qualified professionals before making major decisions. Underlying public datasets remain the property of their publishers and are cited, not re-licensed.

Underlying datasets remain the property of their publishers and are used under their open licences. Includes data from the World Bank, licensed under CC BY 4.0.

See it applied in the sample report, or run one for your country.