🚀 -> Project on GitHub <-

Using OSINT Results as Context

📚 Navigation: 🏠 Home 📖 Docs 🔍 OSINT Guide 👥 Social Intel 🧠 LangGraph

Overview

After an OSINT search, you can use the results as a context source for further analysis.

Workflow

❯: site:example.com

Output:

[1] Example - Homepage
    https://example.com
    This is the homepage...

[2] Example - Contact
    https://example.com/contact
    Contact us...

[3] Example - Imprint
    https://example.com/imprint
    Imprint and legal information...

2. Use Results as Context

Option A: With LLM Analysis

❯: quelle 1 2 3

The agent will:

  1. Load the URLs of results 1, 2, and 3
  2. Extract the content
  3. Perform AI analysis
  4. Summarize the information

Example:

❯: summarize sources 1 2 3

✓ Result #1 loaded
✓ Result #2 loaded
✓ Result #3 loaded

Summary of sources:

The website example.com offers the following main sections:
- Homepage [1]: Main information and overview
- Contact [2]: Contact form and email: info@example.com
- Imprint [3]: Legal information, company headquarters in...

Option B: URLs Only (Context-Only Mode)

❯: <quelle 1 2 3

Output (without LLM call):

[1] Example - Homepage - https://example.com
[2] Example - Contact - https://example.com/contact
[3] Example - Imprint - https://example.com/imprint

Advanced Usage

Specific Analysis Commands

Extract Contact Information

❯: find contact information in sources 1-5

Comparison

❯: compare sources 2 and 5

Search in Sources

❯: search for "opening hours" in sources 1-10

Email/Phone Extraction

❯: extract emails from sources 1 2 3

Combined OSINT Operators

Site + Email Search

❯: site:example.com email:@example.com

Then:

❯: analyze sources with emails

Site + Intext Search

❯: site:example.com intext:"imprint"

Then:

❯: summarize imprint information from sources

Tips & Best Practices

1. Selective Source Selection

Choose only relevant results:

❯: quelle 2 5 7    # Only specific results

Instead of all results:

❯: quelle 1-10     # All results (slower!)

2. Context-Only Mode for Overview

Use <quelle for quick URL overview:

❯: <quelle 1-5     # Quick list without analysis

3. Targeted Follow-up Questions

After the initial analysis, you can ask specific questions:

❯: site:example.com
❯: quelle 3
❯: what contact information does this page contain?

4. Multiple Source Usage

You can use the same sources multiple times:

❯: site:example.com
❯: quelle 1 2 3           # First analysis
❯: find opening hours     # Follow-up
❯: quelle 4 5             # Additional sources

Cache Behavior

✅ Result-References are NOT Cached

❯: quelle 1 2 3
→ Always current results from session

✅ Web Pages are Cached

❯: quelle 1
→ Loads https://example.com (cached for 24h)

❯: quelle 1
→ Uses cached content (faster!)

⚠️ Session is Automatically Saved

After each OSINT search, the session is saved:

INFO: Session saved to data\session.json

Security Note: The session.json file is already listed in .gitignore and will not be committed to the repository. If you store sensitive data in sessions, you should additionally encrypt the file or disable session storage.

Troubleshooting

Problem: “No previous search results”

Cause: No OSINT/web search performed Solution: First perform a search:

❯: site:example.com
❯: quelle 1

Problem: “Result X does not exist”

Cause: Invalid result number Solution: Check available results:

❯: <quelle 1-20    # Shows available results

Problem: Cache shows old results

Cause: Cache issue (should no longer occur) Solution: Use Context-Only Mode:

❯: <quelle 1 2 3

Or clear the cache:

❯: /cache clear

Example Workflows

Workflow 1: Company Research

# 1. Domain search
❯: site:company-example.com

# 2. Load imprint and contact
❯: quelle 2 3

# 3. Specific analysis
❯: extract company data and contact information

# 4. Additional details
❯: find CEO and company headquarters

Workflow 2: Email OSINT

# 1. Email search
❯: email:info@example.com

# 2. Analyze results
❯: quelle 1-5

# 3. Extract context
❯: in what contexts is this email mentioned?

Workflow 3: Competitor Analysis

# 1. Search Company A
❯: site:company-a.com
❯: quelle 1 2 3

# 2. Search Company B
❯: site:company-b.com
❯: quelle 1 2 3

# 3. Comparison
❯: compare the two companies based on the sources

Performance Tips

🚀 Faster

🐌 Slower

Further Documentation:

Last Updated: October 25, 2025