Public Web

Open scholarly works, authors, institutions, and funders graph

Best for: Scholarly-publication context, author and institution disambiguation, funder and topic pivots, citation trails, and research-claim triage.

Aircraft tracking and ADS-B aviation data network

Best for: Public-interest flight tracking, aircraft movement context, aviation event reconstruction, historical track review, and airspace-awareness checks with safety safeguards.

Forest monitoring, satellite alerts, and environmental geospatial data

Best for: Environmental OSINT, deforestation monitoring, forest-change alerts, land-use context, and public-interest geospatial research.

Public crypto scam and suspicious-address reporting database

Best for: Checking whether wallets, domains, scam narratives, or crypto abuse indicators have public reports or related community warnings.

Community threat-intelligence search and indicator enrichment

Best for: Enriching domains, IPs, URLs, and indicators with reputation, community threat-intelligence context, and linked observables during triage.

Political violence and protest event data for public-interest research

Best for: Structured conflict, protest, political-violence, crisis, actor, and event-context research for journalism, civil society, and regional analysis.

Ethereum blockchain explorer for public wallet and transaction research

Best for: Checking Ethereum addresses, transactions, token contracts, wallet activity, labels, and public on-chain evidence before deeper crypto investigation.

TikTok ad and commercial content transparency library

Best for: Reviewing visible TikTok commercial content, advertiser signals, video-native campaign messages, and public platform-transparency records.

Searchable LinkedIn ad transparency database

Best for: B2B advertiser checks, employer-brand monitoring, professional-network campaign messaging, and public ad transparency around organizations.

Open-source data cleaning and reconciliation

Best for: Use it when OSINT work has moved from search into messy spreadsheets, entity lists, names, addresses, or identifiers…

Backlink and search visibility research

Best for: Backlink analysis, referring-domain research, search visibility, competing-page review, content gaps, and link-pattern investigation.

Consumer intelligence and social listening

Best for: Use it when brand, reputation, campaign, or public-opinion research needs enterprise social/media intelligence.

Consumer research and social intelligence

Best for: Use it when a campaign, brand, issue, or public conversation needs deeper enterprise social analysis.

Media intelligence and social monitoring

Best for: Use it when PR, reputation, media-monitoring, or issue-tracking workflows need enterprise coverage and reporting.

SEO and competitor visibility intelligence

Best for: Search visibility, keyword research, backlink context, SERP review, paid-search clues, and competitor content analysis.