AI Filtering
AI filtering helps you focus on the most relevant posts by automatically classifying each result as "Relevant" or "Not Relevant" based on your custom criteria.
How It Works
Every post matching your search is analyzed by AI according to your custom prompt.
The AI examines:
| Data Source | What It Analyzes |
|---|---|
| Post content | Full text and context |
| Author headline | Job title and professional description |
| Author profile | Company, industry, and seniority signals |
Creating Your Filter Prompt
Default Behavior
Leave the AI filter prompt empty to use the default buying-intent filter, which surfaces posts from people actively looking for solutions.
Custom Prompts
Define specific criteria to match your needs:
Only show posts from people looking for marketing automation tools
Show posts where someone is asking for recommendations or
expressing frustration with their current tool
Include posts from marketing leaders at B2B SaaS companies
with 50+ employees
Iterating Your Prompt
Follow these steps:
- Start Clear - Be specific about what you want to see
- Review Results - Check both "Relevant" and "Not Relevant" classifications
- Refine - Too broad? Add detail. Too narrow? Simplify
Example Iteration
Initial prompt (too broad)
Mark post as relevant if it is about CRM tools
Result: Too many irrelevant posts about any CRM mention.
After reviewing results
Mark post as relevant if it is from people asking for CRM recommendations or
comparing CRM options for teams of 10-50 people
Result: Better, but still catching some off-topic posts.
Final refined prompt
Mark post as relevant if someone is actively evaluating CRM tools
for a small business, including questions about features,
pricing, or asking for recommendations
Result: Highly relevant posts from qualified prospects.
Advanced Options
Include Company Context
When enabled, the AI filter receives information about your company, which can help it better understand relevance in the context of your business.
Use when: You want the AI to understand competitive positioning or how posts relate to your specific product.
Exclude Company Context
When disabled, the AI filter operates without knowledge of your company details.
Use when: You want more objective filtering that isn't biased by your company information.
Best Practices
Be Specific About Intent
Good: Mark posts relevant from people actively looking for project
management tools and asking their network for recommendations
Vague: Show relevant posts
Define Your Ideal Customer
Good: Mark posts relevant from marketing leaders at B2B companies
discussing attribution challenges
Vague: Show posts about marketing
Set Clear Exclusions
Good: Mark posts relevant about hiring data scientists, but exclude
internships and academic positions
Unclear: Show posts about data science jobs
Combining Filters
Use search syntax and AI filtering together for precision:
- Search query narrows the pool of posts
- AI filter classifies relevance within that pool
Example:
- Search:
"recommendations" AND "sales tool" - AI Filter:
Only mark relevant if posts are from people asking for B2B sales software recommendations
Troubleshooting
| Problem | Solution |
|---|---|
| Too many false positives | Make your prompt more restrictive, add specific exclusion criteria, use more precise search keywords |
| Missing relevant posts | Simplify your AI prompt, remove overly restrictive criteria, broaden your search keywords with OR operators |
| Results seem random | Ensure your prompt is clear and specific, break down complex criteria into simpler statements, test with a smaller search first |
Next Steps
→ Review how Jungler works for the full workflow
→ Learn about search syntax to optimize your queries
→ Explore the Searches API to manage filters programmatically