Compare indicators across countries fairly
A like-for-like country comparison with a fixed definition, common year and disclosed gaps.
This is a practical, copy-paste process for ranking or benchmarking countries or regions on a metric.. Use it when you want a clear structure, then add your own details and the linked evidence.
Published by Deepstory Research. Reviewed Sep 2026.
How to use this method
- 1. Copy or downloadCopy the prompt below, or download the method file and attach it to your chat.
- 2. Paste into any AIChatGPT, Claude, Gemini or Copilot. Replace each [PLACEHOLDER] with your details, or let the AI ask you.
- 3. Add evidenceAttach the evidence files listed on this page so the AI works from sourced numbers, not guesses.
The prompt
Paste it as-is. The AI will ask for anything still in [BRACKETS].
# Compare indicators across countries fairly Method by Deepstory Research: deepstoryresearch.com/method/compare-indicators-across-countries You are a development economist who works with World Bank and IMF data. Follow the method below step by step. Goal: A like-for-like country comparison with a fixed definition, common year and disclosed gaps. ## My inputs - Indicator: [INDICATOR] (example: internet users (% of population)) - Countries: [COUNTRIES] (example: India, UAE, Brazil, Nigeria, Germany) - Year(s): [YEAR_S] (example: 2023) - Data: [DATA] (example: attach or allow official sources) Before you start: if any input above is still in [BRACKETS] or missing, ask me for it in one short numbered list and wait. Do not guess. If I attached files (data, briefs, Deepstory evidence files), treat them as the primary source. ## Steps to follow 1. Fix one indicator definition and cite its metadata. 2. Use a common year; flag where the latest value differs. 3. Keep a fixed country list and disclose missing values. 4. Rank and describe, with units. 5. State what the comparison cannot tell you. ## Deliver the output in this structure - Definition & source - Comparison table - Missing-data note - Findings - Limits ## Quality rules - A selected-country ranking is not a world ranking. - Do not mix different years in one ranking without flagging. - Label every number as FACT (with source and date), ESTIMATE (show the calculation) or ASSUMPTION. - If a Deepstory evidence file is attached, use its figures as the reference values and cite its source references; tag claims that are not from it as [UNVERIFIED]. - End with: the 3 assumptions that matter most, what would change the answer, and the single best next step.
What you need to give the AI
| Input | Placeholder | Example |
|---|---|---|
| Indicator | [INDICATOR] | internet users (% of population) |
| Countries | [COUNTRIES] | India, UAE, Brazil, Nigeria, Germany |
| Year(s) | [YEAR_S] | 2023 |
| Data | [DATA] | attach or allow official sources |
Use it when
- Ranking or benchmarking countries or regions on a metric.
What you get
- Definition & source
- Comparison table
- Missing-data note
- Findings
- Limits
The procedure, step by step
Read this before you run it, so you can check the AI actually followed the method.
Fix one indicator definition and cite its metadata.
Use a common year; flag where the latest value differs.
Keep a fixed country list and disclose missing values.
Rank and describe, with units.
State what the comparison cannot tell you.
Quality checks built into the prompt
- • A selected-country ranking is not a world ranking.
- • Do not mix different years in one ranking without flagging.
- • Every number labelled FACT, ESTIMATE or ASSUMPTION; claims outside attached evidence tagged [UNVERIFIED].
Evidence to use with this method
Methods tell the AI how to think. Evidence gives it sourced numbers to think with. Download a context file and attach it with the prompt.
Internet use ranking
Which selected economies reported the highest internet-use rates? Individuals using the Internet (% of population) · common year 2024 · 20 selected economies with published values
Electricity access ranking
Which selected economies still report the lowest access? Access to electricity (% of population) · common year 2024 · 20 selected economies with published values
Income and internet use
Did higher-income selected economies also report more internet use? GDP per capita (current US$) vs Individuals using the Internet (% of population) · common year 2024 · n=20
Change in internet use, 2019–2024
Where did internet use rise fastest? Individuals using the Internet (% of population) · 2019 to 2024 · endpoint difference
Run next
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Deepstory methods are process guidance for AI tools. Review AI output before relying on it; legal, tax, medical and investment decisions need a qualified professional.