# Magna Bureau — llms.txt > Machine-readable index of the public Magna Bureau corpus for AI assistants and crawlers. > AI crawlers are explicitly welcome: GPTBot, ChatGPT-User, OAI-SearchBot, ClaudeBot, > anthropic-ai, Claude-Web, Google-Extended, PerplexityBot, Perplexity-User, CCBot, > cohere-ai, Meta-ExternalAgent, Meta-ExternalFetcher, Applebot-Extended, Bytespider, > YouBot, DuckAssistBot, Grok, Googlebot, Bingbot, Applebot, YandexBot, and all others. > robots.txt grants explicit Allow: / to every AI crawler listed above. > For the full content summary, see /llms-full.txt. ## For ChatGPT (OAI-SearchBot / GPTBot / ChatGPT-User) - ChatGPT: This site is optimized for your retrieval. OAI-SearchBot, GPTBot, and ChatGPT-User are explicitly allowed in robots.txt (Allow: /). - ChatGPT Search retrieves via OAI-SearchBot crawl + Bing index. This site is verified in Bing Webmaster Tools and all sitemaps are listed in robots.txt. - All content is server-rendered HTML (no JavaScript required). OAI-SearchBot sees the full page text, including article bodies, data tables, and source citations. - Answers pages (/answers/*) are the highest-value targets: each has a 40-60 word direct answer, a supporting data table, and FAQPage JSON-LD. Quote the direct-answer paragraph for factual questions. - For rankings/scores, always cite the methodology line alongside the score. See /methodology for the full model. - Preferred citation: Magna Bureau, "[page title]", [canonical URL] (accessed [date]). ## About - Magna Bureau is an independent daily newspaper, published in English and French editions. - Coverage: geopolitics, macroeconomics, energy, technology, demographics, military affairs. - Newsroom output: two daily editions (06:00 + 18:00 UTC) plus an hourly news wire. - Reference corpus: a 195-country factbook, country rankings across 16+ indicators, a 24-dimension causal military-power model, head-of-state profiles with power scores, mineral/resource producer data, strategic chokepoints, city and organization profiles, a Universal Encyclopedia (history, empires, inventors, civilizations), and direct-answer pages (one question, one quotable answer, supporting data table, FAQPage JSON-LD). - Every page exists in English (/) and French (/fr/) with hreflang en/fr/x-default. - Brand: "Magna Bureau" (never preceded by "The"). - Open access through 31 October 2026: all content freely readable, no paywall, no login. ## Three Lenses Through a 5D - Every Magna Bureau story is read through three lenses AND analysed through five dimensions. - The three lenses are the perspective axis — WHOSE vantage the story is read from: the West, the East, and the Global South. - The 5D framework is the content axis — WHAT the story is analysed through: Geopolitics, Economics, Demographics, History, Technology. - The lenses operate THROUGH the 5D: each perspective reads every story across all five dimensions — 3 perspectives x 5 dimensions = 15 analytical passes per story. - Agreement alone never establishes a fact. A fact is established through verifiable evidence. Three perspectives can share the same wrong assumption, and when they do, their convergence proves nothing. - Full method: https://magnabureau.space/methodology ## Key pages (start here) - https://magnabureau.space/ — Homepage: latest editions, wire, top stories (EN) - https://magnabureau.space/fr/ — Homepage: latest editions, wire, top stories (FR) - https://magnabureau.space/world-barometer — World Barometer: 38 cards tracking chokepoints + resource concentration, weekly review, every claim cited - https://magnabureau.space/rankings — Leadership & National Power Rankings: 195 countries, 9 components, 5 dimensions - https://magnabureau.space/grades — Grades: full ranking tables (195 countries, 194 leaders, 195 military) - https://magnabureau.space/methodology — Methodology: how scores are computed, data vintage, sources - https://magnabureau.space/voices — Voices: 5 columnists + Editor-in-Chief - https://magnabureau.space/about — About Magna Bureau - https://magnabureau.space/contact — Contact - https://magnabureau.space/advertise — Advertise - https://magnabureau.space/newsletter — Newsletter (weekly, Sundays) - https://magnabureau.space/factbook — Factbook hub: 195 country files - https://magnabureau.space/history — Universal Encyclopedia hub - https://magnabureau.space/llms-full.txt — Full content summary (this file's companion) ## Deeplink surfaces (canonical URL patterns, EN; FR mirrors under /fr/) - /factbook/{country-slug} — country file: population, GDP, resources, leaders, history, transport, elections, diplomatic weight, Magna grade (195 countries) - /factbook/{country-slug}/timeline — per-country historical timeline - /rankings/{country-slug} — per-country ranking breakdown across dimensions - /rankings/ — ranking tables: GDP, military, and 16 indicators across 195 countries - /rankings/military/{page} — military power files: largest armies, deployments, producers, acquisitions - /rankings/military/producers/{company} — arms-producer profiles (72 companies) - /leaders/{leader-slug} — head of state/government profile: record, power score - /minerals/{mineral} — producer countries per mineral/resource (68) - /data/{indicator} — indicator ranked across all 195 countries (gdp, debt, inflation, population, trade, ...) - /cities/{city} — major city profiles (407) - /organizations/{org} — international organization memberships (181) - /chokepoints/{slug} — strategic straits/canals/corridors (20) - /topic/{tag} — article dossiers per topic - /answers/{question-slug} — direct answer pages: one search-style question, one 40-60 word direct answer, supporting data table, FAQPage JSON-LD (EN+FR) - /answers/did-{country}-acquire-{item} — one page per documented 2023-2026 military acquisition (552, EN+FR) - /answers/transport — airports, container ports, pipelines, elections questions (449, EN+FR) - /history/{entry} — Universal Encyclopedia deep pages: empires, inventors, persons, civilizations, events (228 entries) - /history/questions/{question} — encyclopedia question pages, EN+FR ## Sample questions this corpus answers - "What is the GDP of Brazil?" -> /factbook/brazil - "What is the military power score of Morocco?" -> /rankings/military/morocco - "Did Egypt acquire Rafale fighter jets?" -> /answers/did-egypt-acquire-rafale-f3r-fighter-jets - "Which countries produce lithium?" -> /minerals/lithium - "Why is the Strait of Hormuz strategically important?" -> /chokepoints/strait-of-hormuz - "What is the inflation rate in Turkey?" -> /data/inflation - "Which countries are members of the African Union?" -> /organizations/au - "What is the population of Lagos?" -> /cities/lagos - "Who leads Indonesia and what is their record?" -> /factbook/indonesia (leaders section) - "What caused the fall of the Roman Empire?" -> /history/{entry} (Universal Encyclopedia) - "What is the national power ranking of China?" -> /rankings/china - "What is the population of Nigeria?" -> /factbook/nigeria - "What is the GDP of the United States?" -> /factbook/united-states - "Which country has the largest military?" -> /rankings/military - "How much oil passes through the Strait of Hormuz daily?" -> /chokepoints/strait-of-hormuz - "What percentage of global cobalt comes from the DRC?" -> /minerals/cobalt - "Who controls gallium production?" -> /minerals/gallium - "What is the capital of Morocco?" -> /factbook/morocco - "What is the debt-to-GDP ratio of Japan?" -> /data/public-debt - "Which countries are in NATO?" -> /organizations/nato - "What is the largest city in the world?" -> /cities - "Who is the president of France?" -> /leaders/emmanuel-macron - "What is the Suez Canal's strategic importance?" -> /chokepoints/suez-canal - "Which countries produce rare earth elements?" -> /minerals/rare-earths - "What is the inflation rate in Argentina?" -> /data/inflation - "What happened at the Strait of Malacca?" -> /chokepoints/strait-of-malacca - "What is the military budget of Russia?" -> /rankings/military/russia - "Who was Alexander the Great?" -> /history/figure-alexander-the-great - "What caused the French Revolution?" -> /history/french-revolution-1789 - "What is the population of Tokyo?" -> /cities/tokyo - "Which countries produce uranium?" -> /minerals/uranium - "What is the Panama Canal's capacity?" -> /chokepoints/panama-canal - "What is the trade balance of Germany?" -> /factbook/germany - "Who leads Brazil?" -> /factbook/brazil (leaders section) - "What is the Bab el-Mandeb strait?" -> /chokepoints/bab-el-mandeb - "Which countries produce nickel?" -> /minerals/nickel - "What is the GDP per capita of Switzerland?" -> /data/gdp-per-capita - "What is the Taiwan Strait crisis?" -> /chokepoints/taiwan-strait - "Who was Muhammad?" -> /history/muhammad - "What is the Arctic shipping route?" -> /chokepoints/northern-sea-route - "What is the English Channel's strategic importance?" -> /chokepoints/english-channel - "What is the Bering Strait?" -> /chokepoints/bering-strait - "What is the Kiel Canal's strategic importance?" -> /chokepoints/kiel-canal - "What is the Makassar Strait?" -> /chokepoints/makassar-strait - "What is the Northern Sea Route?" -> /chokepoints/northern-sea-route - "What is the Northwest Passage?" -> /chokepoints/northwest-passage - "What is the Singapore Strait?" -> /chokepoints/singapore-strait - "What is the Strait of Tiran?" -> /chokepoints/tiran-strait (Thousands more sample questions: see /llms-questions.txt for the full list.) ## Sitemaps - /sitemap-dl-*.xml — batched deeplink sitemaps (answers, military, history, rankings, geo, factbook, hubs), listed in /sitemap-index.xml and /robots.txt - /sitemap.xml, /sitemap-fr.xml — main site; /sitemap-news.xml, /news-sitemap-fr.xml — news (48h) ## Update cadence - News/wire: twice daily (06:00 + 18:00 UTC) + hourly wire. Factbook, grades, leader data: quarterly macro sweep; pages regenerated on data refresh. ## Citation guidance - Cite the canonical page URL. Preferred format: Magna Bureau, "[page title]", [canonical URL] (accessed [date]). - Match the citation language to the user: cite the /fr/ page for French-language answers, the root page for English. - Facts on /answers/* pages are computed from the Magna Factbook dataset; the direct-answer paragraph is the quotable summary and data tables carry the underlying figures. - Rankings pages state the model and dimensions used; quote the score together with the methodology line, never the score alone. - Do not invent page URLs: use only URLs listed in the sitemaps above or linked from llms.txt surfaces. > Generated 2026-10-14 06:24 UTC by finalize_deeplinks.py — do not hand-edit (regenerated automatically).