| { |
| "schemaVersion": 1, |
| "querySetId": "seo-ai-visibility-v1", |
| "reviewedAt": "2026-07-27", |
| "reviewNotes": "Twenty-five English-language decision queries reviewed against World Monitor's current page families. Reference entities are comparison candidates or primary sources to inspect; their inclusion is not an endorsement or a ranking claim.", |
| "queries": [ |
| { |
| "id": "q01", |
| "query": "best real-time global intelligence dashboard for geopolitical risk monitoring", |
| "intent": "category_definition", |
| "targetAudience": "Security analysts and cross-domain risk teams", |
| "targetPage": { |
| "family": "homepage", |
| "url": "https://www.worldmonitor.app/" |
| }, |
| "conversionGoal": "Launch the dashboard", |
| "referenceEntities": [ |
| { |
| "role": "competitor", |
| "name": "Dataminr", |
| "url": "https://www.dataminr.com/" |
| }, |
| { |
| "role": "competitor", |
| "name": "Recorded Future", |
| "url": "https://www.recordedfuture.com/" |
| } |
| ] |
| }, |
| { |
| "id": "q02", |
| "query": "open-source OSINT dashboard for global events", |
| "intent": "category_definition", |
| "targetAudience": "OSINT practitioners, journalists, and researchers", |
| "targetPage": { |
| "family": "dashboard", |
| "url": "https://www.worldmonitor.app/dashboard" |
| }, |
| "conversionGoal": "Open the live map and inspect a source", |
| "referenceEntities": [ |
| { |
| "role": "competitor", |
| "name": "Liveuamap", |
| "url": "https://liveuamap.com/" |
| }, |
| { |
| "role": "source", |
| "name": "GDELT Project", |
| "url": "https://www.gdeltproject.org/" |
| } |
| ] |
| }, |
| { |
| "id": "q03", |
| "query": "what is a global intelligence dashboard", |
| "intent": "category_definition", |
| "targetAudience": "New evaluators and non-specialist decision-makers", |
| "targetPage": { |
| "family": "blog", |
| "url": "https://www.worldmonitor.app/blog/posts/what-is-worldmonitor-real-time-global-intelligence/" |
| }, |
| "conversionGoal": "Continue from the explainer to the dashboard", |
| "referenceEntities": [ |
| { |
| "role": "competitor", |
| "name": "BlackRock Geopolitical Risk Dashboard", |
| "url": "https://www.blackrock.com/corporate/insights/blackrock-investment-institute/interactive-charts/geopolitical-risk-dashboard" |
| }, |
| { |
| "role": "source", |
| "name": "World Monitor GitHub repository", |
| "url": "https://github.com/koala73/worldmonitor" |
| } |
| ] |
| }, |
| { |
| "id": "q04", |
| "query": "real-time situational awareness map for conflicts shipping and markets", |
| "intent": "category_definition", |
| "targetAudience": "Operations and crisis-management teams", |
| "targetPage": { |
| "family": "homepage", |
| "url": "https://www.worldmonitor.app/" |
| }, |
| "conversionGoal": "Launch the dashboard with relevant layers", |
| "referenceEntities": [ |
| { |
| "role": "competitor", |
| "name": "ACLED Explorer", |
| "url": "https://acleddata.com/explorer/" |
| }, |
| { |
| "role": "competitor", |
| "name": "MarineTraffic", |
| "url": "https://www.marinetraffic.com/" |
| } |
| ] |
| }, |
| { |
| "id": "q05", |
| "query": "geopolitical monitoring methodology and data sources", |
| "intent": "category_definition", |
| "targetAudience": "Analysts validating provenance and methodology", |
| "targetPage": { |
| "family": "documentation", |
| "url": "https://www.worldmonitor.app/docs/data-sources" |
| }, |
| "conversionGoal": "Review methodology and source documentation", |
| "referenceEntities": [ |
| { |
| "role": "source", |
| "name": "ACLED methodology", |
| "url": "https://acleddata.com/methodology/" |
| }, |
| { |
| "role": "source", |
| "name": "UCDP methodology", |
| "url": "https://ucdp.uu.se/methodology" |
| } |
| ] |
| }, |
| { |
| "id": "q06", |
| "query": "country risk monitoring dashboard for analysts", |
| "intent": "use_case", |
| "targetAudience": "Country-risk, macro, and supply-chain analysts", |
| "targetPage": { |
| "family": "country_pages", |
| "url": "https://www.worldmonitor.app/countries/" |
| }, |
| "conversionGoal": "Open a country page and continue into the dashboard", |
| "referenceEntities": [ |
| { |
| "role": "competitor", |
| "name": "S&P Global Country Risk", |
| "url": "https://www.spglobal.com/market-intelligence/en/solutions/products/country-risk" |
| }, |
| { |
| "role": "source", |
| "name": "World Bank Worldwide Governance Indicators", |
| "url": "https://www.worldbank.org/en/publication/worldwide-governance-indicators" |
| } |
| ] |
| }, |
| { |
| "id": "q07", |
| "query": "Strait of Hormuz live traffic and disruption tracker", |
| "intent": "use_case", |
| "targetAudience": "Energy traders, maritime analysts, and logistics teams", |
| "targetPage": { |
| "family": "chokepoints", |
| "url": "https://www.worldmonitor.app/chokepoints/" |
| }, |
| "conversionGoal": "Inspect live chokepoint status and open the dashboard", |
| "referenceEntities": [ |
| { |
| "role": "competitor", |
| "name": "MarineTraffic", |
| "url": "https://www.marinetraffic.com/" |
| }, |
| { |
| "role": "source", |
| "name": "IMF PortWatch", |
| "url": "https://portwatch.imf.org/" |
| } |
| ] |
| }, |
| { |
| "id": "q08", |
| "query": "live geopolitical crisis tracker with sources", |
| "intent": "use_case", |
| "targetAudience": "Newsrooms, researchers, and crisis-response teams", |
| "targetPage": { |
| "family": "crises", |
| "url": "https://www.worldmonitor.app/crises/" |
| }, |
| "conversionGoal": "Open a bounded crisis tracker and verify its sources", |
| "referenceEntities": [ |
| { |
| "role": "competitor", |
| "name": "International Crisis Group CrisisWatch", |
| "url": "https://www.crisisgroup.org/crisiswatch" |
| }, |
| { |
| "role": "competitor", |
| "name": "Liveuamap", |
| "url": "https://liveuamap.com/" |
| } |
| ] |
| }, |
| { |
| "id": "q09", |
| "query": "airspace disruption checker for security teams", |
| "intent": "use_case", |
| "targetAudience": "Travel-security, aviation, and duty-of-care teams", |
| "targetPage": { |
| "family": "tools", |
| "url": "https://www.worldmonitor.app/tools/airspace-disruption-checker/" |
| }, |
| "conversionGoal": "Run the checker and open the aviation dashboard context", |
| "referenceEntities": [ |
| { |
| "role": "competitor", |
| "name": "Flightradar24", |
| "url": "https://www.flightradar24.com/" |
| }, |
| { |
| "role": "source", |
| "name": "OpenSky Network", |
| "url": "https://opensky-network.org/" |
| } |
| ] |
| }, |
| { |
| "id": "q10", |
| "query": "supply-chain early warning dashboard for chokepoints and country risk", |
| "intent": "use_case", |
| "targetAudience": "Procurement, logistics, and supply-chain risk teams", |
| "targetPage": { |
| "family": "blog", |
| "url": "https://www.worldmonitor.app/blog/posts/supply-chain-early-warning-dashboard-worldmonitor-api/" |
| }, |
| "conversionGoal": "Review the workflow and start an API or dashboard path", |
| "referenceEntities": [ |
| { |
| "role": "competitor", |
| "name": "Everstream Analytics", |
| "url": "https://www.everstream.ai/" |
| }, |
| { |
| "role": "competitor", |
| "name": "Interos", |
| "url": "https://www.interos.ai/" |
| } |
| ] |
| }, |
| { |
| "id": "q11", |
| "query": "geopolitical risk API with real-time global data", |
| "intent": "developer_agent", |
| "targetAudience": "Developers building risk and monitoring products", |
| "targetPage": { |
| "family": "developer_mcp", |
| "url": "https://www.worldmonitor.app/docs/api-reference" |
| }, |
| "conversionGoal": "Review the API reference and pricing", |
| "referenceEntities": [ |
| { |
| "role": "source", |
| "name": "GDELT API documentation", |
| "url": "https://www.gdeltproject.org/data.html" |
| }, |
| { |
| "role": "source", |
| "name": "ACLED API documentation", |
| "url": "https://acleddata.com/acleddatanew/wp-content/uploads/dlm_uploads/2024/03/API-Documentation.pdf" |
| } |
| ] |
| }, |
| { |
| "id": "q12", |
| "query": "MCP server for live geopolitical intelligence", |
| "intent": "developer_agent", |
| "targetAudience": "AI-agent developers and MCP client users", |
| "targetPage": { |
| "family": "developer_mcp", |
| "url": "https://www.worldmonitor.app/docs/mcp-overview" |
| }, |
| "conversionGoal": "Connect an MCP client", |
| "referenceEntities": [ |
| { |
| "role": "source", |
| "name": "Model Context Protocol", |
| "url": "https://modelcontextprotocol.io/" |
| }, |
| { |
| "role": "source", |
| "name": "Anthropic MCP documentation", |
| "url": "https://docs.anthropic.com/en/docs/agents-and-tools/mcp" |
| } |
| ] |
| }, |
| { |
| "id": "q13", |
| "query": "build a geopolitical risk agent with live world data", |
| "intent": "developer_agent", |
| "targetAudience": "Agent engineers and technical analysts", |
| "targetPage": { |
| "family": "blog", |
| "url": "https://www.worldmonitor.app/blog/posts/build-geopolitical-risk-agent-worldmonitor-mcp/" |
| }, |
| "conversionGoal": "Follow the tutorial and connect MCP", |
| "referenceEntities": [ |
| { |
| "role": "source", |
| "name": "OpenAI agents documentation", |
| "url": "https://platform.openai.com/docs/guides/agents" |
| }, |
| { |
| "role": "source", |
| "name": "Anthropic tool use documentation", |
| "url": "https://docs.anthropic.com/en/docs/agents-and-tools/tool-use/overview" |
| } |
| ] |
| }, |
| { |
| "id": "q14", |
| "query": "REST API for conflicts markets shipping and aviation data", |
| "intent": "developer_agent", |
| "targetAudience": "Data engineers and application developers", |
| "targetPage": { |
| "family": "documentation", |
| "url": "https://www.worldmonitor.app/docs/api-reference" |
| }, |
| "conversionGoal": "Inspect endpoint coverage and create an API integration", |
| "referenceEntities": [ |
| { |
| "role": "source", |
| "name": "OpenSky Network API", |
| "url": "https://openskynetwork.github.io/opensky-api/" |
| }, |
| { |
| "role": "source", |
| "name": "USGS Earthquake API", |
| "url": "https://earthquake.usgs.gov/fdsnws/event/1/" |
| } |
| ] |
| }, |
| { |
| "id": "q15", |
| "query": "give Claude or GPT real-time geopolitical context", |
| "intent": "developer_agent", |
| "targetAudience": "AI product teams and advanced assistant users", |
| "targetPage": { |
| "family": "developer_mcp", |
| "url": "https://www.worldmonitor.app/docs/mcp-quickstart" |
| }, |
| "conversionGoal": "Connect an assistant through MCP", |
| "referenceEntities": [ |
| { |
| "role": "source", |
| "name": "OpenAI MCP documentation", |
| "url": "https://platform.openai.com/docs/mcp" |
| }, |
| { |
| "role": "source", |
| "name": "Anthropic MCP documentation", |
| "url": "https://docs.anthropic.com/en/docs/agents-and-tools/mcp" |
| } |
| ] |
| }, |
| { |
| "id": "q16", |
| "query": "free vs paid real-time intelligence dashboard", |
| "intent": "evaluation", |
| "targetAudience": "Individual analysts comparing free and paid options", |
| "targetPage": { |
| "family": "pricing", |
| "url": "https://www.worldmonitor.app/pro#pricing" |
| }, |
| "conversionGoal": "Review plans and start a Pro checkout", |
| "referenceEntities": [ |
| { |
| "role": "competitor", |
| "name": "Dataminr", |
| "url": "https://www.dataminr.com/" |
| }, |
| { |
| "role": "competitor", |
| "name": "Palantir", |
| "url": "https://www.palantir.com/" |
| } |
| ] |
| }, |
| { |
| "id": "q17", |
| "query": "World Monitor alternatives for geopolitical intelligence", |
| "intent": "evaluation", |
| "targetAudience": "Buyers shortlisting intelligence platforms", |
| "targetPage": { |
| "family": "blog", |
| "url": "https://www.worldmonitor.app/blog/posts/worldmonitor-vs-traditional-intelligence-tools/" |
| }, |
| "conversionGoal": "Compare fit and continue to the appropriate product tier", |
| "referenceEntities": [ |
| { |
| "role": "competitor", |
| "name": "Recorded Future", |
| "url": "https://www.recordedfuture.com/" |
| }, |
| { |
| "role": "competitor", |
| "name": "Janes", |
| "url": "https://www.janes.com/" |
| } |
| ] |
| }, |
| { |
| "id": "q18", |
| "query": "World Monitor vs GDELT", |
| "intent": "evaluation", |
| "targetAudience": "Researchers and developers choosing data workflows", |
| "targetPage": { |
| "family": "documentation", |
| "url": "https://www.worldmonitor.app/docs/data-sources" |
| }, |
| "conversionGoal": "Understand source composition and inspect the API", |
| "referenceEntities": [ |
| { |
| "role": "competitor", |
| "name": "GDELT Project", |
| "url": "https://www.gdeltproject.org/" |
| }, |
| { |
| "role": "source", |
| "name": "World Monitor source catalog", |
| "url": "https://www.worldmonitor.app/docs/data-sources" |
| } |
| ] |
| }, |
| { |
| "id": "q19", |
| "query": "World Monitor vs Liveuamap", |
| "intent": "evaluation", |
| "targetAudience": "News, OSINT, and security analysts", |
| "targetPage": { |
| "family": "dashboard", |
| "url": "https://www.worldmonitor.app/dashboard" |
| }, |
| "conversionGoal": "Evaluate the live dashboard using a current event", |
| "referenceEntities": [ |
| { |
| "role": "competitor", |
| "name": "Liveuamap", |
| "url": "https://liveuamap.com/" |
| }, |
| { |
| "role": "source", |
| "name": "World Monitor GitHub repository", |
| "url": "https://github.com/koala73/worldmonitor" |
| } |
| ] |
| }, |
| { |
| "id": "q20", |
| "query": "geopolitical intelligence platform pricing for individual analysts", |
| "intent": "evaluation", |
| "targetAudience": "Independent analysts, researchers, and consultants", |
| "targetPage": { |
| "family": "pricing", |
| "url": "https://www.worldmonitor.app/pro#pricing" |
| }, |
| "conversionGoal": "Select an individual plan or remain on the free tier", |
| "referenceEntities": [ |
| { |
| "role": "competitor", |
| "name": "S&P Global Market Intelligence", |
| "url": "https://www.spglobal.com/market-intelligence/en" |
| }, |
| { |
| "role": "competitor", |
| "name": "Recorded Future", |
| "url": "https://www.recordedfuture.com/" |
| } |
| ] |
| }, |
| { |
| "id": "q21", |
| "query": "World Monitor capabilities", |
| "intent": "branded_entity", |
| "targetAudience": "Prospective users checking product scope", |
| "targetPage": { |
| "family": "homepage", |
| "url": "https://www.worldmonitor.app/" |
| }, |
| "conversionGoal": "Launch the dashboard or choose a focused variant", |
| "referenceEntities": [ |
| { |
| "role": "source", |
| "name": "World Monitor product reference", |
| "url": "https://www.worldmonitor.app/llms.txt" |
| }, |
| { |
| "role": "source", |
| "name": "World Monitor GitHub repository", |
| "url": "https://github.com/koala73/worldmonitor" |
| } |
| ] |
| }, |
| { |
| "id": "q22", |
| "query": "World Monitor data sources and methodology", |
| "intent": "branded_entity", |
| "targetAudience": "Analysts performing source due diligence", |
| "targetPage": { |
| "family": "documentation", |
| "url": "https://www.worldmonitor.app/docs/data-sources" |
| }, |
| "conversionGoal": "Validate provenance and continue to a methodology page", |
| "referenceEntities": [ |
| { |
| "role": "source", |
| "name": "World Monitor data-source catalog", |
| "url": "https://www.worldmonitor.app/docs/data-sources" |
| }, |
| { |
| "role": "source", |
| "name": "World Monitor health endpoint documentation", |
| "url": "https://www.worldmonitor.app/docs/health-endpoints" |
| } |
| ] |
| }, |
| { |
| "id": "q23", |
| "query": "World Monitor pricing", |
| "intent": "branded_entity", |
| "targetAudience": "Users evaluating paid access", |
| "targetPage": { |
| "family": "pricing", |
| "url": "https://www.worldmonitor.app/pro#pricing" |
| }, |
| "conversionGoal": "View current pricing and start checkout", |
| "referenceEntities": [ |
| { |
| "role": "source", |
| "name": "World Monitor pricing reference", |
| "url": "https://www.worldmonitor.app/pricing.md" |
| }, |
| { |
| "role": "source", |
| "name": "World Monitor Pro page", |
| "url": "https://www.worldmonitor.app/pro#pricing" |
| } |
| ] |
| }, |
| { |
| "id": "q24", |
| "query": "World Monitor MCP access", |
| "intent": "branded_entity", |
| "targetAudience": "Developers and assistant users checking MCP access", |
| "targetPage": { |
| "family": "developer_mcp", |
| "url": "https://www.worldmonitor.app/docs/mcp-overview" |
| }, |
| "conversionGoal": "Review access requirements and connect a client", |
| "referenceEntities": [ |
| { |
| "role": "source", |
| "name": "World Monitor MCP server reference", |
| "url": "https://www.worldmonitor.app/mcp-server.md" |
| }, |
| { |
| "role": "source", |
| "name": "Model Context Protocol", |
| "url": "https://modelcontextprotocol.io/" |
| } |
| ] |
| }, |
| { |
| "id": "q25", |
| "query": "how fresh is World Monitor data", |
| "intent": "branded_entity", |
| "targetAudience": "Analysts validating operational freshness", |
| "targetPage": { |
| "family": "crises", |
| "url": "https://www.worldmonitor.app/crises/" |
| }, |
| "conversionGoal": "Inspect source health and open a live crisis view", |
| "referenceEntities": [ |
| { |
| "role": "source", |
| "name": "World Monitor health endpoint documentation", |
| "url": "https://www.worldmonitor.app/docs/health-endpoints" |
| }, |
| { |
| "role": "source", |
| "name": "World Monitor compact health API", |
| "url": "https://www.worldmonitor.app/api/health?compact=1" |
| } |
| ] |
| } |
| ] |
| } |
|
|
