| Tool | Purpose | Cost | |------|---------|------| | | Find all backlinks (inbound links) containing any anchor text | Paid | | Majestic SEO | Historical link index | Paid / Limited free | | Common Crawl | Raw web crawl data with link graphs | Free (requires technical skill) | | Recon-ng (OSINT) | Command-line tool to search for usernames in linked data | Free | | Google Dorking | Custom inanchor: and allinurl: queries | Free |
(The last part -intext excludes pages where the name is only in the body, forcing the engine to look for it in links or metadata – a hack that rarely works perfectly.) searching for georgie lyall in link
: Simple string matching can be used for basic implementation. For more advanced analysis, natural language processing (NLP) libraries like NLTK , spaCy in Python can be utilized. | Tool | Purpose | Cost | |------|---------|------|
Searching for "Georgie Lyall" in quotes will return pages where the name appears as text. Searching for inurl:georgie-lyall will find URLs containing that string. But combining the two—finding links about Georgie Lyall that also have the name in the link—requires complex queries and manual review. They need to map every occurrence of that
An Open Source Intelligence investigator has found a partial clue: a snippet of text — "Georgie Lyall" — associated with a suspicious URL. They need to map every occurrence of that name inside link structures (e.g., in the href attribute of a compromised website).